{"id":20007,"date":"2024-12-12T09:56:44","date_gmt":"2024-12-12T08:56:44","guid":{"rendered":"https:\/\/wi.bwl.uni-mainz.de\/?page_id=20007"},"modified":"2026-04-29T15:00:22","modified_gmt":"2026-04-29T13:00:22","slug":"publications","status":"publish","type":"page","link":"https:\/\/wi.bwl.uni-mainz.de\/en\/research\/publications\/","title":{"rendered":"Publications"},"content":{"rendered":"<jgu-base-pageheader react-props=\"{\n    &quot;items&quot;: [\n        {\n            &quot;box&quot;: {\n                &quot;index&quot;: &quot;&quot;,\n                &quot;title&quot;: &quot;Publications&quot;,\n                &quot;link&quot;: {\n                    &quot;url&quot;: &quot;&quot;,\n                    &quot;title&quot;: &quot;learn more&quot;\n                }\n            },\n            &quot;color&quot;: &quot;dark&quot;,\n            &quot;image&quot;: {\n                &quot;url&quot;: &quot;&quot;,\n                &quot;id&quot;: null\n            },\n            &quot;imgCredit&quot;: &quot;&quot;,\n            &quot;useVideo&quot;: false,\n            &quot;video&quot;: false\n        }\n    ],\n    &quot;type&quot;: &quot;border&quot;,\n    &quot;align&quot;: &quot;full&quot;,\n    &quot;quicklinks&quot;: {\n        &quot;show&quot;: false,\n        &quot;selects&quot;: []\n    },\n    &quot;useBreadcrumb&quot;: false\n}\">\n<\/jgu-base-pageheader>\n\n<jgu-base-section react-props=\"{&quot;color&quot;:&quot;white-dark-text&quot;,&quot;align&quot;:&quot;wide&quot;,&quot;padding&quot;:&quot;medium&quot;}\">\n<div class=\"jgu-bgsection bg bg-white-dark-text \"><div class=\"content padding-medium\">\n\n<h3>2026<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">R\u00f6chner, P., Kr\u00e4mer, C., Mayer, J. U., et al. (2026). <i>An Imbalanced Dataset with Multiple Feature Representations for Studying Quality Control of Next-Generation Sequencing<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2604.04981v2\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Geiger, A., Sobania, D., Rothlauf, F. (2026). A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression. <i>ACM Transactions on Evolutionary Learning and Optimization<\/i>, <i>6<\/i>(1), 1-40. <a href=\"https:\/\/doi.org\/10.1145\/3725860\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Geiger, A., Briesch, M., Sobania, D., Rothlauf, F. (2026). <i>ROIDS: Robust Outlier-Aware Informed Down-Sampling<\/i>.<\/div>\n  <div class=\"csl-entry\">Hauck, M., Rothlauf, F. (2026). Biases of\u00a0Algorithmic and\u00a0Editorial Recommendations in\u00a0Public Service Media. In <i>Communications in Computer and Information Science<\/i> (pp. 141-154). Springer Nature Switzerland. <a href=\"https:\/\/doi.org\/10.1007\/978-3-032-13342-7_13\" title=\"Bibliographical information\">DOI<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2025<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Anthes, P., Sobania, D., Rothlauf, F. (2025). Transformer Semantic Genetic Programming for d-dimensional Symbolic Regression Problems. <i>CoRR<\/i>, <i>abs\/2511.09416<\/i>.<\/div>\n  <div class=\"csl-entry\">Sobania, D., Petke, J., Briesch, M., Rothlauf, F. (2025). A Comparison of Large Language Models and Genetic Programming for Program Synthesis. <i>IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION<\/i>, <i>29<\/i>(4), 1434-1448. <a href=\"https:\/\/doi.org\/10.1109\/TEVC.2024.3410873\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001545630400012&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">R\u00f6chner, P., Kl\u00fcttermann, S., Rothlauf, F., Schl\u00f6r, D. (2025). <i>We Need to Rethink Benchmarking in Anomaly Detection<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2507.15584v1\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">R\u00f6chner, P., Kl\u00fcttermann, S., Rothlauf, F., Schl\u00f6r, D. (2025). We Need to Rethink Benchmarking in Anomaly Detection. <i>CoRR<\/i>, <i>abs\/2507.15584<\/i>.<\/div>\n  <div class=\"csl-entry\">Orth, P., Piller, G., Rothlauf, F. (2025). Key Activities in the Early Stage of Digital Innovation: Insights from a Multiple-Case Study. <i>INFORMATION SYSTEMS MANAGEMENT<\/i>, <i>42<\/i>(3), 403-431. <a href=\"https:\/\/doi.org\/10.1080\/10580530.2025.2479728\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001451159300001&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">R\u00f6chner, P., Rothlauf, F. (2025). Evaluating robustly standardized explainable anomaly detection of implausible variables in cancer data. <i>J Am Med Inform Assoc<\/i>, <i>32<\/i>(4), 724-735. <a href=\"https:\/\/doi.org\/10.1093\/jamia\/ocaf011\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.ncbi.nlm.nih.gov\/pubmed\/39873664\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Geiger, A., Briesch, M., Sobania, D., Rothlauf, F. (2025). <i>Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2502.18093v1\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Anthes, P., Sobania, D., Rothlauf, F. (2025). <i>Transformer Semantic Genetic Programming for Symbolic Regression<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2501.18479v1\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Anthes, P., Sobania, D., Rothlauf, F. (2025). Transformer Semantic Genetic Programming for Symbolic Regression. In B. Filipic (ed.), <i>GECCO<\/i> (pp. 952-960). ACM. <a href=\"https:\/\/doi.org\/10.1145\/3712256\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Anthes, P., Sobania, D., Rothlauf, F. (2025). Transformer Semantic Genetic Programming for Symbolic Regression. <i>PROCEEDINGS OF THE 2025 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2025<\/i>, 952-960. <a href=\"https:\/\/doi.org\/10.1145\/3712256.3726412\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001556459900108&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Geiger, A., Briesch, M., Sobania, D., Rothlauf, F. (2025). Was Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection. In B. Xue, L. Manzoni, and I. Bakurov (eds.), <i>EuroGP<\/i> (Vols. 15609, pp. 207-223). Springer. <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-89991-1\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Geiger, A., Sobania, D., Rothlauf, F. (2025). Selection Methods in Genetic Programming: A Performance Analysis. <i>PROCEEDINGS OF THE 2025 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2025 COMPANION<\/i>, 31-32. <a href=\"https:\/\/doi.org\/10.1145\/3712255.3734222\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001564494900016&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Roechner, P., Marques, H. O., Campello, R. J. G. B., et al. (2025). <i>Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers<\/i> (Vols. 15268, pp. 215-222). <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-75823-2_18\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001422992900018&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2025). Representations for Evolutionary Algorithms. <i>PROCEEDINGS OF THE 2025 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2025 COMPANION<\/i>, 1302-1322. <a href=\"https:\/\/doi.org\/10.1145\/3712255.3716532\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001564494900288&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., Briesch, M., Rothlauf, F. (2025). ImageBreeder: Guiding Diffusion Models with Evolutionary Computation. <i>PROCEEDINGS OF THE 2025 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2025<\/i>, 463-471. <a href=\"https:\/\/doi.org\/10.1145\/3712256.3726439\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001556459900054&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Zoeten, M. C. de, Hauck, M., Briesch, M., et al. (2025). Let Me Entertain You: On the Bias of Editorial and Algorithmic Recommendations in Public Service Media. In I. Lukovic, S. Bjeladinovic, B. Delibasic, et al. (eds.), <i>ISD<\/i>. University of Gda\u0144sk, University of Belgrade, Association for Information Systems. <a href=\"https:\/\/doi.org\/10.62036\/ISD.2025\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2024<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Boldi, R., Briesch, M., Sobania, D., et al. (2024). Informed Down-Sampled Lexicase Selection: Identifying Productive Training Cases for Efficient Problem Solving. <i>EVOLUTIONARY COMPUTATION<\/i>, <i>32<\/i>(4), 307-337. <a href=\"https:\/\/doi.org\/10.1162\/evco_a_00346\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001368000000005&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., Briesch, M., Rothlauf, F. (2024). <i>ComfyGI: Automatic Improvement of Image Generation Workflows<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2411.14193v1\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">R\u00f6chner, P., Marques, H. O., Campello, R. J. G. B., et al. (2024). <i>Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version)<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2408.15874v3\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Geiger, A., Sobania, D., Rothlauf, F. (2024). <i>A Performance Analysis of Lexicase-Based and Traditional Selection Methods in GP for Symbolic Regression<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2407.21632v2\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Schwarz, L., Sobania, D., Rothlauf, F. (2024). On relevant features for the recurrence prediction of urothelial carcinoma of the bladder. <i>INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS<\/i>, <i>186<\/i>. <a href=\"https:\/\/doi.org\/10.1016\/j.ijmedinf.2024.105414\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001290462800001&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rochner, P., Rothlauf, F. (2024). Using machine learning to link electronic health records in cancer registries: On the tradeoff between linkage quality and manual effort. <i>INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS<\/i>, <i>185<\/i>. <a href=\"https:\/\/doi.org\/10.1016\/j.ijmedinf.2024.105387\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001204450900001&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Briesch, M., Boldi, R., Sobania, D., et al. (2024). Improving Lexicase Selection with Informed Down -Sampling. <i>PROCEEDINGS OF THE 2024 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2024 COMPANION<\/i>, 25-26. <a href=\"https:\/\/doi.org\/10.1145\/3638530.3664068\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001535131300013&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Geiger, A., Sobania, D., Rothlauf, F. (2024). A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems. <i>GENETIC PROGRAMMING, EUROGP 2024<\/i>, <i>14631<\/i>, 192-208. <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-56957-9_12\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001212387300012&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2024). Tutorial on Representations for Evolutionary Algorithms. In X. Li and J. Handl (eds.), <i>GECCO Companion<\/i> (pp. 1017-1037). ACM. <a href=\"https:\/\/doi.org\/10.1145\/3638530\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Schmitt, S., Rothlauf, F. (2024). Comparison of Imputation Methods for Categorical Real-World Prostate Cancer Data with Natural Order. In J. Mantas, A. Hasman, G. Demiris, et al. (eds.), <i>MIE<\/i> (Vols. 316, pp. 1800-1804). IOS Press. <a href=\"https:\/\/doi.org\/10.3233\/SHTI316\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Schwarz, L., Rothlauf, F. (2024). On Entity Embeddings for Ordinal Features as Representation Learning in Recurrence Prediction of Urothelial Bladder Cancer. <i>DIGITAL HEALTH AND INFORMATICS INNOVATIONS FOR SUSTAINABLE HEALTH CARE SYSTEMS, MIE 2024<\/i>, <i>316<\/i>, 690-694. <a href=\"https:\/\/doi.org\/10.3233\/SHTI240508\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001616239000176&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., Briesch, M., Rothlauf, F. (2024). ComfyGI: Automatic Improvement of Image Generation Workflows. <i>CoRR<\/i>, <i>abs\/2411.14193<\/i>.<\/div>\n  <div class=\"csl-entry\">Zoeten, M. C. de, Ernst, C.-P. H., Rothlauf, F. (2024). The Effect of Explainable AI on AI-Trust and Its Antecedents over the Course of an Interaction. In M. Avital, E. Karahanna, M. Themistocleous, et al. (eds.), <i>ECIS<\/i>. <a href=\"http:\/\/aisel.aisnet.org\/ecis2024\/\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2023<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Wittenberg, D., Rothlauf, F., and Gagne, C. (2023). Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search. <i>GENETIC PROGRAMMING AND EVOLVABLE MACHINES<\/i>, <i>24<\/i>(2). <a href=\"https:\/\/doi.org\/10.1007\/s10710-023-09462-2\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001097381300001&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Briesch, M., Sobania, D., and Rothlauf, F. (2023). <i>Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2311.16822v2\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Grahl, J., Hinz, O., Rothlauf, F., et al. (2023). How do likes influence revenue? A randomized controlled field experiment. <i>JOURNAL OF BUSINESS RESEARCH<\/i>, <i>167<\/i>. <a href=\"https:\/\/doi.org\/10.1016\/j.jbusres.2023.114133\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001039760100001&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Huschens, M., Briesch, M., Sobania, D., Rothlauf, F. (2023). <i>Do You Trust ChatGPT? &#8212; Perceived Credibility of Human and AI-Generated Content<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2309.02524v1\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Roechner, P., Rothlauf, F. (2023). Unsupervised anomaly detection of implausible electronic health records: a real-world evaluation in cancer registries. <i>BMC MEDICAL RESEARCH METHODOLOGY<\/i>, <i>23<\/i>(1). <a href=\"https:\/\/doi.org\/10.1186\/s12874-023-01946-0\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000994662600001&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Geiger, A., Sobania, D., Rothlauf, F. (2023). <i>Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2302.04301v1\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., Schweim, D., Rothlauf, F. (2023). A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms. <i>IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION<\/i>, <i>27<\/i>(1), 82-97. <a href=\"https:\/\/doi.org\/10.1109\/TEVC.2022.3162324\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000968526000007&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Boldi, R., Briesch, M., Sobania, D., et al. (2023). <i>Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2301.01488v2\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Briesch, M., Sobania, D., Rothlauf, F. (2023). Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop. <i>CoRR<\/i>, <i>abs\/2311.16822<\/i>.<\/div>\n  <div class=\"csl-entry\">Briesch, M., Sobania, D., Rothlauf, F. (2023). On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis. <i>PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION<\/i>, 535-538. <a href=\"https:\/\/doi.org\/10.1145\/3583133.3590681\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001117972600156&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Geiger, A., Sobania, D., Rothlauf, F. (2023). Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. <i>PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2023<\/i>, 1109-1117. <a href=\"https:\/\/doi.org\/10.1145\/3583131.3590400\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001031455100124&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2023). Representations for Evolutionary Algorithms. <i>PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION<\/i>, 1048-1068. <a href=\"https:\/\/doi.org\/10.1145\/3583133.3595034\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001117972600243&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., Briesch, M., Roechner, P., Rothlauf, F. (2023). <i>MTGP: Combining Metamorphic Testing and Genetic Programming<\/i>. <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-29573-7_21\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000999086900021&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Wittenberg, D., Rothlauf, F. (2023). <i>Small Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming<\/i> (Vols. 13986, pp. 101-116). <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-29573-7_7\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000999086900007&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Zielonka, J. T., Rothlauf, F. (2023). Disentangling Technostress in Social Streaming Services: The Impact of Perceived Eustress and Distress on User Participation and Engagement. In R. De&#039;, S. Paul, S. Sarker, et al. (eds.), <i>ICIS<\/i>. Association for Information Systems. <a href=\"http:\/\/aisel.aisnet.org\/icis2023\/\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2022<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Sobania, D., Schmitt, J., K\u00f6stler, H., and Rothlauf, F. (2022). Genetic programming for iterative numerical methods. <i>Genetic Programming and Evolvable Machines<\/i>, <i>23<\/i>(2), 253-278. <a href=\"https:\/\/doi.org\/10.1007\/s10710-021-09425-5\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Herm-Stapelberg, N., and Rothlauf, F. (2022). The Impact of Product Recommendation Networks on Sales: The Moderating Influence of Product Age. In <i>Digitalization Across Organizational Levels<\/i> (pp. 247-265). Springer. <a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-031-06543-9_10\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sotto, L. F. D. P., Rothlauf, F., de Melo, V. V., and Basgalupp, M. P. (2022). An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming. <i>EVOLUTIONARY COMPUTATION<\/i>, <i>30<\/i>(1), 51-74. <a href=\"https:\/\/doi.org\/10.1162\/evco_a_00296\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000762340600003&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Briesch, M., Sobania, D., and Rothlauf, F. (2022). <i>The Randomness of Input Data Spaces is an A Priori Predictor for Generalization<\/i> (Vols. 13404, pp. 17-30). <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-15791-2_3\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000866991600003&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Brunnbauer, M., Piller, G., and Rothlauf, F. (2022). Top-Down or Explorative? A Case Study on the Identification of AI Use Cases. In M.-H. Huang, G. Gable, C. M. K. Cheung, and D. Xu (eds.), <i>PACIS<\/i> (pp. 161-161). <a href=\"http:\/\/aisel.aisnet.org\/pacis2022\/\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Mueller, T., Piller, G., and Rothlauf, F. (2022). <i>Efficient Access Control to Parking Space for Different Customer Segments<\/i> (Vols. 1598, pp. 19-30). <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-09850-5_2\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001540078600002&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2022). Representations for Evolutionary Algorithms. <i>PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022<\/i>, 1046-1066. <a href=\"https:\/\/doi.org\/10.1145\/3520304.3533661\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001035469400235&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Schweim, D., Sobania, D., and Rothlauf, F. (2022). Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. <i>2022 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC)<\/i>. Published. <a href=\"https:\/\/doi.org\/10.1109\/CEC55065.2022.9870337\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000859282000120&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., and Rothlauf, F. (2022). <i>Program Synthesis with Genetic Programming: The Influence of Batch Sizes<\/i> (pp. 118-129). <a href=\"https:\/\/doi.org\/10.1007\/978-3-031-02056-8_8\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000873586200008&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., Briesch, M., and Rothlauf, F. (2022). Choose Your Programming Copilot A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming. <i>PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO\u201922)<\/i>, 1019-1027. <a href=\"https:\/\/doi.org\/10.1145\/3512290.3528700\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000847380200116&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., Briesch, M., Wittenberg, D., and Rothlauf, F. (2022). Analyzing Optimized Constants in Genetic Programming on a Real-World Regression Problem. <i>PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022<\/i>, 606-607. <a href=\"https:\/\/doi.org\/10.1145\/3520304.3528896\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001035469400173&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., Schweim, D., and Rothlauf, F. (2022). Program Synthesis with Evolutionary Algorithms: Status Quo Hot Off the Press Track (GECCO 2022). <i>PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022<\/i>, 39-40. <a href=\"https:\/\/doi.org\/10.1145\/3520304.3534074\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001035469400020&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Wittenberg, D., and Rothlauf, F. (2022). Denoising Autoencoder Genetic Programming for Real-World Symbolic Regression. <i>PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022<\/i>, 612-614. <a href=\"https:\/\/doi.org\/10.1145\/3520304.3528921\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001035469400175&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Zielonka, J. T., and Rothlauf, F. (2022). On the Role of Envy in the Technostress Process in the Context of Social Media Use. In R. Beck, D. Petcu, M. Fotache, et al. (eds.), <i>ECIS<\/i>. <a href=\"http:\/\/aisel.aisnet.org\/ecis2022\/\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Zielonka, J. T., and Rothlauf, F. (2022). You Perceive What You Believe: The Impact of Psychological Beliefs on Perceived Technostress. <i>HICSS<\/i>, 1-10. <a href=\"https:\/\/scholarspace.manoa.hawaii.edu\/handle\/10125\/79139\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Zielonka, J. T., and Rothlauf, F. (2022). You Perceive What You Believe: The Impact of Psychological Beliefs on Perceived Technostress. <i>PROCEEDINGS OF THE 55TH ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES<\/i>, 2742-2751. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001300418103008&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2021<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Sobania, D., Briesch, M., Rothlauf, F. (2021). <i>Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2111.07875v1\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., Schweim, D., Rothlauf, F. (2021). Recent Developments in Program Synthesis with Evolutionary Algorithms. In <i>arXiv<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2108.12227\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Olmscheid, C., Wittenberg, D., Sobania, D., Rothlauf, F. (2021). Improving Estimation of Distribution Genetic Programming with Novelty Initialization. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion<\/i>, 261-262. <a href=\"https:\/\/doi.org\/10.1145\/3449726.3459410\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Schweim, D., Hemberg, E., Sobania, D., et al. (2021). Using knowledge of human-generated code to bias the search in program synthesis with grammatical evolution. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion<\/i>, 331-332. <a href=\"https:\/\/doi.org\/10.1145\/3449726.3459548\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Schweim, D., Wittenberg, D., Rothlauf, F. (2021). On sampling error in evolutionary algorithms. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion<\/i>, 43-44. <a href=\"https:\/\/doi.org\/10.1145\/3449726.3462726\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3449726.3462726?cid=81100197550\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Hermes, H., Huschens, M., Rothlauf, F., Schunk, D. (2021). Motivating low-achievers-Relative performance feedback in primary schools. <i>JOURNAL OF ECONOMIC BEHAVIOR &amp; ORGANIZATION<\/i>, <i>187<\/i>, 45-59. <a href=\"https:\/\/doi.org\/10.1016\/j.jebo.2021.04.004\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000668215700004&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Briesch, M., Sobania, D., Rothlauf, F. (2021). <i>The Randomness of Input Data Spaces is an A Priori Predictor for Generalization<\/i>. <a href=\"https:\/\/arxiv.org\/abs\/2106.04181\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Schweim, D., Wittenberg, D., Rothlauf, F. (2021). On sampling error in genetic programming. <i>Natural Computing<\/i>. <a href=\"https:\/\/doi.org\/10.1007\/s11047-020-09828-w\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Brunnbauer, M., Piller, G., Rothlauf, F. (2021). idea-AI: Developing a Method for the Systematic Identification of AI Use Cases. In Y. E. Chan, M. Boudreau, B. Aubert, et al. (eds.), <i>AMCIS<\/i>. Association for Information Systems. <a href=\"http:\/\/aisel.aisnet.org\/amcis2021\/\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Brunnbauer, M., Piller, G., Rothlauf, F. (2021). idea-AI: Developing a Method for the Systematic Identification of AI Use Cases &lt;i&gt;Completed Research&lt;\/i&gt;. <i>DIGITAL INNOVATION AND ENTREPRENEURSHIP (AMCIS 2021)<\/i>. Published. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000672599801043&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Huschens, M., Ernst, C.-P. H., Rothlauf, F. (2021). Individual Rank and Response: Survey-Based Evidence on the Effects of Rank-Based Performance Feedback. <i>HICSS<\/i>, 1-10. <a href=\"https:\/\/scholarspace.manoa.hawaii.edu\/handle\/10125\/72112\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Huschens, M., Ernst, C.-P. H., Rothlauf, F. (2021). Individual Rank and Response: Survey-Based Evidence on the Effects of Rank-Based Performance Feedback. <i>PROCEEDINGS OF THE 54TH ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES<\/i>, 1355-1364. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001300419501042&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Orth, P., Piller, G., Rothlauf, F. (2021). <i>How Companies Develop a Culture for Digital Innovation: A Multiple-Case Study<\/i> (Vols. 430, pp. 221-235). <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-87205-2_15\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000851361200015&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2021). Representations for evolutionary algorithms. In K. Krawiec (ed.), <i>GECCO Companion<\/i> (pp. 463-483). ACM. <a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3449726.3461430?cid=81100197550\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., Briesch, M., Rothlauf, F. (2021). Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming. <i>CoRR<\/i>, <i>abs\/2111.07875<\/i>.<\/div>\n  <div class=\"csl-entry\">Sobania, D., Rothlauf, F. (2021). A Generalizability Measure for Program Synthesis with Genetic Programming. In F. Chicano, K. Krawiec (eds.), <i>Proceedings of the Genetic and Evolutionary Computation Conference<\/i> (pp. 822-829). ACM. <a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3449639.3459305?cid=81100197550\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., Schweim, D., Rothlauf, F. (2021). Recent Developments in Program Synthesis with Evolutionary Algorithms. <i>CoRR<\/i>, <i>abs\/2108.12227<\/i>.<\/div>\n  <div class=\"csl-entry\">Zielonka, J. T., Rothlauf, F. (2021). Techno-Eustress: The Impact of Perceived Usefulness and Perceived Ease of Use on the Perception of Work-Related Stressors. <i>HICSS<\/i>, 1-10. <a href=\"https:\/\/scholarspace.manoa.hawaii.edu\/handle\/10125\/72112\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Zielonka, J. T., Rothlauf, F. (2021). Challenge Accepted: On the Juxtaposed Effect of the Appraisal of Social Media as Challenge and Hindrance Stressors on the Perception of Eustress and Distress. <i>PACIFIC ASIA CONFERENCE ON INFORMATION SYSTEMS &#8211; PACIS 2021<\/i>. Published. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001435194500038&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Zielonka, J. T., Rothlauf, F. (2021). Techno-Eustress: The Impact of Perceived Usefulness and Perceived Ease of Use on the Perception of Work-Related Stressors. <i>PROCEEDINGS OF THE 54TH ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES<\/i>, 6482-6491. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:001300419506056&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2020<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Herm-Stapelberg, N., and Rothlauf, F. (2020). The Crowd Against the Few: Measuring the Impact of Expert Recommendations Decision Support Systems. <i>Decision Support Systems<\/i>, <i>138<\/i>(4). <a href=\"https:\/\/doi.org\/10.1016\/j.dss.2020.113345\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0167923620301007\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Wittenberg, D., Rothlauf, F., and Schweim, D. (2020). DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming. <i>Proceedings of the 2020 Genetic and Evolutionary Computation Conference<\/i>, 1037-1045. <a href=\"https:\/\/doi.org\/10.1145\/3377930.3390180\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3377930.3390180?cid=81100197550\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., and Probst, M. (2020). Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms [Http:\/\/jmlr.org\/papers\/v21\/16-543.html]. <i>Journal of Machine Learning Research<\/i>, <i>21<\/i>(78), 1-31. <a href=\"https:\/\/jmlr.org\/papers\/volume21\/16-543\/16-543.pdf\" title=\"Bibliographical information\" download>Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., and Rothlauf, F. (2020). Challenges of Program Synthesis with Grammatical Evolution. <i>Proceedings of 23rd European Conference on Genetic Programming<\/i>, 211-227. <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-44094-7\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2020). Representations for evolutionary algorithms. In C. A. C. Coello (ed.), <i>GECCO Companion<\/i> (pp. 526-546). ACM. <a href=\"https:\/\/doi.org\/10.1145\/3377929\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., and Rothlauf, F. (2020). Challenges of Program Synthesis with Grammatical Evolution. <i>GENETIC PROGRAMMING, EUROGP 2020<\/i>, <i>12101<\/i>, 211-227. <a href=\"https:\/\/doi.org\/10.1007\/978-3-030-44094-7_14\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000894243000014&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Weitzel, D., Ernst, C.-P. H., and Rothlauf, F. (2020). On the Disadvantages of Rented Software with Regard to Psychological Ownership in the Context of Private Customers. <i>AMCIS 2020 PROCEEDINGS<\/i>. Published. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000559924502066&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2019<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Dal Piccol Sotto, L. F., and Rothlauf, F. (2019). On the Role of Non-effective Code in Linear Genetic Programming. <i>PROCEEDINGS OF THE 2019 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO\u201919)<\/i>, 1075-1083. <a href=\"https:\/\/doi.org\/10.1145\/3321707.3321822\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000523218400126&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Huschens, M., Rothlauf, F., and Rothe, R. (2019). On the Role of Social Comparison Processes in Gamified Work Situations. <i>Proceedings of the 52nd Hawaii International Conference on System Sciences<\/i>, 1-10. <a href=\"https:\/\/doi.org\/10.24251\/hicss.2019.176\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Huschens, M., Rothlauf, F., and Rothe, R. (2019). On the Role of Social Comparison Processes in Gamified Work Situations. <i>PROCEEDINGS OF THE 52ND ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES<\/i>, 1446-1455. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000625294901063&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2019). Representations for Evolutionary Algorithms. <i>PROCEEDINGS OF THE 2019 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCCO\u201919 COMPANION)<\/i>, 726-746. <a href=\"https:\/\/doi.org\/10.1145\/3319619.3323376\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000538328100359&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., and Rothlauf, F. (2019). Teaching GP to program like a human software developer: Using Perplexity Pressure to Guide Program Synthesis Approaches. <i>GECCO \u201919: Proceedings of the Genetic and Evolutionary Computation Conference<\/i>, 1065-1074. <a href=\"https:\/\/doi.org\/10.1145\/3321707.3321738?cid=81100197550\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/dl.acm.org\/doi\/10.1145\/3321707.3321738?cid=81100197550\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2018<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Rothlauf, F. (2018). Representations for evolutionary algorithms. <i>Proceedings of the Genetic and Evolutionary Computation Conference Companion<\/i>, 518-538. <a href=\"https:\/\/doi.org\/10.1145\/3205651.3207881\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Herrmann, S., Ochoa, G., and Rothlauf, F. (2018). PageRank centrality for performance prediction: the impact of the local optima network model. <i>Journal of Heuristics<\/i>, <i>24<\/i>(3), 243-264. <a href=\"https:\/\/doi.org\/10.1007\/s10732-017-9333-1\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Bremser, C., Piller, G., and Rothlauf, F. (2018). How to start with big data &#8211; a multiple case study. In A. Pucihar, M. K. Borstnar, P. Ravesteijn, et al. (eds.), <i>Bled eConference<\/i> (pp. 40-40). University of Maribor Press \/ Association for Information Systems. <a href=\"http:\/\/aisel.aisnet.org\/bled2018\/\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Brouthers, K. D., Geisser, K. D., and Rothlauf, F. (2018). Explaining the Internationalization of iBusiness Firms. In <i>INTERNATIONAL ENTREPRENEURSHIP: THE PURSUIT OF OPPORTUNITIES ACROSS NATIONAL BORDERS<\/i> (pp. 217-264). <a href=\"https:\/\/doi.org\/10.1007\/978-3-319-74228-1_7\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000440478900007&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2018). Representations for evolutionary algorithms. In H. E. Aguirre, K. Takadama (eds.), <i>GECCO (Companion)<\/i> (pp. 518-538). ACM. <a href=\"https:\/\/doi.org\/10.1145\/3205651\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Schweim, D., and Rothlauf, F. (2018). An Analysis of the Bias of Variation Operators of Estimation of Distribution Programming. <i>GECCO\u201918: PROCEEDINGS OF THE 2018 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE<\/i>, 1191-1198. <a href=\"https:\/\/doi.org\/10.1145\/3205455.3205582\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000579327800154&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Schweim, D., Thorhauer, A., and Rothlauf, F. (2018). On the non-uniform redundancy of representations for grammatical evolution : the influence of grammars. In C. Ryan (ed.), <i>Handbook of grammatical evolution<\/i> (pp. Seiten: 55-78). Cham:Springer International Publishing &#8211; Springer. <a href=\"http:\/\/dx.doi.org\/10.1007\/978-3-319-78717-6_3\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Sobania, D., and Rothlauf, F. (2018). CovSel: A new approach for ensemble selection applied to symbolic regression problems. In H. E. Aguirre, K. Takadama (eds.), <i>GECCO \u201918: Proceedings of the Genetic and Evolutionary Computation Conference<\/i> (pp. 529-536). ACM. <a href=\"https:\/\/doi.org\/10.1145\/3205455\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/dl.acm.org\/authorize?N695221\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Bremser, C., Piller, G., and Rothlauf, F. <i>Vorgehensweisen zur Einf\u00fchrung von Big Data in Unternehmen<\/i>. Multikonferenz Wirtschaftsinformatik, L\u00fcneburg.<\/div>\n<\/div>\t\n<\/div>\n\n<h3>2017<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Seredy\u0144ski, A., Steitz, W., and Rothlauf, F. (2017). Code-share connectivity within global airline alliances \u2013 How much potential is utilized?. <i>Journal of Air Transport Management<\/i>, <i>65<\/i>, 43-53. <a href=\"https:\/\/doi.org\/10.1016\/j.jairtraman.2017.08.002\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Scholz, M., Pfeiffer, J., and Rothlauf, F. (2017). Using PageRank for non-personalized default rankings in dynamic markets. <i>European Journal of Operational Research<\/i>, <i>260<\/i>(1), 388-401. <a href=\"https:\/\/doi.org\/10.1016\/j.ejor.2016.12.022\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Probst, M., Rothlauf, F., and Grahl, J. (2017). Scalability of using Restricted Boltzmann Machines for combinatorial optimization. <i>European Journal of Operational Research<\/i>, <i>256<\/i>(2), 368-383. <a href=\"https:\/\/doi.org\/10.1016\/j.ejor.2016.06.066\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Bremser, C., Piller, G., and Rothlauf, F. (2017). Strategies and Influencing Factors for Big Data Exploration. <i>AMCIS 2017 PROCEEDINGS<\/i>. Published. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000560002503026&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Castiello, C., Mencar, C., Lucarelli, M., and Rothlauf, F. (2017). Efficiency Improvement of DC* through a Genetic Guidance. <i>2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE)<\/i>. Published. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000426449100204&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Herrmann, S., Herrmann, M., Ochoa, G., and Rothlauf, F. (2017). Shaping Communities of Local Optima by Perturbation Strength. <i>PROCEEDINGS OF THE 2017 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO\u201917)<\/i>, 266-273. <a href=\"https:\/\/doi.org\/10.1145\/3071178.3071243\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000530095200034&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2017). Representations for evolutionary algorithms. In P. A. N. Bosman (ed.), <i>GECCO (Companion)<\/i> (pp. 489-509). ACM. <a href=\"https:\/\/doi.org\/10.1145\/3067695\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2017). Representations for Evolutionary Algorithms. <i>PROCEEDINGS OF THE 2017 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCO\u201917 COMPANION)<\/i>, 489-509. <a href=\"https:\/\/doi.org\/10.1145\/3067695.3067718\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000625865500170&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2016<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Brouthers, K. D., Geisser, K. D., and Rothlauf, F. (2016). Explaining the internationalization of ibusiness firms. <i>Journal of international business studies<\/i>, <i>47<\/i>(5), Seiten: 513-534. <a href=\"http:\/\/dx.doi.org\/10.1057\/jibs.2015.20\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Celik, E., Ernst, C.-P. H., and Rothlauf, F. (2016). Antecedents of Willingness to Share Information in Supply Chain IS. In V. Nissen, D. Stelzer, S. Stra\u00dfburger, and D. Fischer (eds.), <i>MKWI<\/i> (pp. 1503-1510). Universit\u00e4tsverlag Ilmenau. <a href=\"https:\/\/www.db-thueringen.de\/receive\/dbt_mods_00027212\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Herrmann, S., Ochoa, G., and Rothlauf, F. (2016). Coarse-Grained Barrier Trees of Fitness Landscapes. In J. Handl, E. Hart, P. R. Lewis, et al. (eds.), <i>PPSN<\/i> (Vols. 9921, pp. 901-910). Springer. <a href=\"https:\/\/doi.org\/10.1007\/978-3-319-45823-6\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Huschens, M., M\u00fcller, H., Rothlauf, F., and Schunk, D. (2016). <i>Effects of Performance Transparency in E-Learning Applications: A Field Study in Primary Schools<\/i>. Multikonferenz Wirtschaftsinformatik, Ilmenau.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2016). Representations for Evolutionary Algorithms. In T. Friedrich, F. Neumann, A. M. Sutton (eds.), <i>GECCO (Companion)<\/i> (pp. 413-434). ACM. <a href=\"https:\/\/doi.org\/10.1145\/2908961\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Ernst, C.-P. H., and Scheurer, M. (2016). <i>TV Series Characters Are Almost Like Friends to Me &#8211; The Influence of Perceived Belonging on TV Series Addiction<\/i>. Dependence in\/to TV Series, Nanterre.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Wimmer, J., Ernst, C.-P. H., and Herrmann, S. (2016). <i>Social Network Sites: The Influence of the Number of Friends on Social Capital<\/i>. Multikonferenz Wirtschaftsinformatik, Ilmenau.<\/div>\n  <div class=\"csl-entry\">Seredynski, A., Grosche, T., and Rothlauf, F. (2016). Impact of timetable synchronisation on hub connectivity of European carriers. <i>Journal of Airtransport Studies<\/i>, <i>7<\/i>(1), 71-94. <a href=\"http:\/\/etem.aegean.gr\/index.php\/en\/etem-en\/publications\/item\/147-journal-of-air-transport-studies-volume-7-number-1-winter-2016\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Herrmann, S., Ochoa, G., and Rothlauf, F. <i>Communities of Local Optima as Funnels in Fitness Landscapes<\/i>. 325-331. <a href=\"https:\/\/doi.org\/10.1145\/2908812.2908818\" title=\"Bibliographical information\">DOI<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2015<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Rothlauf, F. (2015). Representations for Evolutionary Algorithms. <i>Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation<\/i>, 345-366. <a href=\"https:\/\/doi.org\/10.1145\/2739482.2756593\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Ernst, C.-P. H. (2015). <i>The Influence of Perceived Belonging on Social Network Site Usage<\/i>. 29-44. <a href=\"https:\/\/doi.org\/10.1007\/978-3-658-09918-3_3\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Ernst, C.-P. H., Hock, C., Rothlauf, F. (2015). Proposing a Research Model for Slot Machine Usage. <i>AMCIS 2015 PROCEEDINGS<\/i>. Published. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000903652503078&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Ernst, C.-P. H., Pfeiffer, J., Rothlauf, F. (2015). <i>Privacy Protecting Behavior in Social Network Sites<\/i>. 57-81. <a href=\"https:\/\/doi.org\/10.1007\/978-3-658-09918-3_5\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Ernst, C.-P. H., Pfeiffer, J., Rothlauf, F. (2015). The Influence of Social Curiosity on the Observing Behavior of Users on Social Network Sites. <i>AMCIS 2015 PROCEEDINGS<\/i>. Published. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000903652504054&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Golle, U., Rothlauf, F., Boysen, N. (2015). Iterative beam search for car sequencing. <i>Annals of operations research<\/i>, <i>226<\/i>(1), Seiten: 239-254. <a href=\"http:\/\/dx.doi.org\/10.1007\/s10479-014-1733-0\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Herrmann, S., Rothlauf, F. (2015). Predicting Heuristic Search Performance with PageRank Centrality in Local Optima Networks. <i>GECCO\u201915: PROCEEDINGS OF THE 2015 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE<\/i>, 401-408. <a href=\"https:\/\/doi.org\/10.1145\/2739480.2754691\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000358795700051&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Pfeiffer, J., Duzevik, D., Rothlauf, F., et al. (2015). An optimized design of choice experiments : a new approach for studying decision behavior in choice task experiments. <i>Journal of behavioral decision making<\/i>, <i>28<\/i>(3), Seiten: 262-280. <a href=\"http:\/\/dx.doi.org\/10.1002\/bdm.1847\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Probst, M., Rothlauf, F. (2015). Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization. <i>CoRR<\/i>, <i>abs\/1509.06535<\/i>.<\/div>\n  <div class=\"csl-entry\">Probst, M., Rothlauf, F. (2015). Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples. <i>CoRR<\/i>, <i>abs\/1509.01053<\/i>.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2015). Design of Representations and Search Operators. In <i>SPRINGER HANDBOOK OF COMPUTATIONAL INTELLIGENCE<\/i> (pp. 1061-1083). <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000400029000054&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Thorhauer, A., Rothlauf, F. (2015). On the Bias of Syntactic Geometric Recombination in Genetic Programming and Grammatical Evolution. <i>GECCO\u201915: PROCEEDINGS OF THE 2015 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE<\/i>, 1103-1110. <a href=\"https:\/\/doi.org\/10.1145\/2739480.2754726\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000358795700138&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2014<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Rothlauf, F. (2014). Representations for evolutionary algorithms. <i>Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation<\/i>, 323-344. <a href=\"https:\/\/doi.org\/10.1145\/2598394.2605340\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Fink, A., Kliewer, N., Mattfeld, D., et al. (2014). Model-Based Decision Support in Manufacturing and Service Networks. <i>BUSINESS &amp; INFORMATION SYSTEMS ENGINEERING<\/i>, <i>6<\/i>(1), 17-24. <a href=\"https:\/\/doi.org\/10.1007\/s12599-013-0310-4\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000331650600004&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Fink, A., Kliewer, N., Mattfeld, D., et al. (2014). Modellbasierte Entscheidungsunterst\u00fctzung in Produktions- und Dienstleistungsnetzwerken. <i>WIRTSCHAFTSINFORMATIK<\/i>, <i>56<\/i>(1), 21-29. <a href=\"https:\/\/doi.org\/10.1007\/s11576-013-0402-2\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Goertz, T., Pfeiffer, J., Schmidt, H., Rothlauf, F. (2014). <i>Integrating keyword advertising and dynamic pricing for an online market place<\/i> (D. Huisman, ed.; pp. Seiten: 145-152). Cham:Springer International Publishing.<\/div>\n  <div class=\"csl-entry\">Golle, U., Rothlauf, F., Boysen, N. (2014). Car sequencing versus mixed-model sequencing : a computational study. <i>European journal of operational research<\/i>, <i>237<\/i>(1), Seiten: 50-61. <a href=\"http:\/\/dx.doi.org\/10.1016\/j.ejor.2014.01.012\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Herrmann, S., Grahl, J., Rothlauf, F. (2014). Problem Complexity in Parallel Problem Solving. <i>CoRR<\/i>, <i>abs\/1403.6330<\/i>.<\/div>\n  <div class=\"csl-entry\">Pfeiffer, J., Benbasat, I., Rothlauf, F. (2014). Minimally Restrictive Decision Support Systems. In M. D. Myers and D. W. Straub (eds.), <i>ICIS<\/i>. Association for Information Systems. <a href=\"http:\/\/aisel.aisnet.org\/icis2014\/\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Pfeiffer, J., Mei\u00dfner, M., Brandst\u00e4tter, E., et al. (2014). On the influence of context-based complexity on information search patterns : an individual perspective. <i>Journal of neuroscience, psychology, and economics<\/i>, <i>7<\/i>(2), Seiten: 103-124. <a href=\"http:\/\/dx.doi.org\/10.1037\/npe0000021\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Probst, M., Rothlauf, F., Grahl, J. (2014). An Implicitly Parallel EDA Based on Restricted Boltzmann Machines. <i>GECCO\u201914: PROCEEDINGS OF THE 2014 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE<\/i>, 1055-1062. <a href=\"https:\/\/doi.org\/10.1145\/2576768.2598273\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000364333000132&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Ernst, C.-P. H., Edel, K. (2014). <i>Students\u2019 Acceptance of ELearning Technologies: Combining the Technology Acceptance Model with the Didactic Circle<\/i>. Americas Conference on Information Systems. <a href=\"http:\/\/aisel.aisnet.org\/amcis2014\/Posters\/%20ISEducation\/3\/\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Graf, N. (2014). <i>Influencing supporters\u2019 attitudes towards NGO-firm collaborations<\/i>. <i>Competitive paper session<\/i>.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Herrmann, S., Grahl, J. (2014). <i>Problem Complexity in Parallel Problem Solving<\/i>. International Workshop on Modeling, Analysis and Management of Social Networks and their Applications. <a href=\"http:\/\/arxiv.org\/abs\/1403.6330\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Seredy\u0144ski, A., Rothlauf, F., Grosche, T. (2014). An airline connection builder using maximum connection lag with greedy parameter selection. <i>Journal of air transport management<\/i>, <i>36<\/i>, Seiten: 120-128. <a href=\"http:\/\/dx.doi.org\/10.1016\/j.jairtraman.2014.01.005\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Thorhauer, A., Rothlauf, F. (2014). On the Locality of Standard Search Operators in Grammatical Evolution. <i>PARALLEL PROBLEM SOLVING FROM NATURE &#8211; PPSN XIII<\/i>, <i>8672<\/i>, 465-475. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000358196900046&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2013<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Bl\u00e4si, C., and Rothlauf, F. (2013). <i>On the interoperability of ebook formats<\/i>. Brussels:European and international booksellers federation. <a href=\"https:\/\/doi.org\/10.25358\/openscience-797\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/openscience.ub.uni-mainz.de\/handle\/20.500.12030\/799\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Ernst, C.-P. H., Pfeiffer, J., and Rothlauf, F. (2013). The Influence of Perceived Belonging on Social Network Site Adoption &lt;i&gt;Completed Research Paper&lt;\/i&gt;. <i>AMCIS 2013 PROCEEDINGS<\/i>. Published. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000887665303095&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Hielscher, M., Hartmann, W., and Rothlauf, F. (2013). Entwicklung eines Autorenwerkzeuges f\u00fcr digitale, multimediale und interaktive Lernbausteine im Web 2.0. In A. Breiter and C. Rensing (eds.), <i>DeLFI: Vol. P-218<\/i> (pp. 203-214). GI. <a href=\"https:\/\/dl.gi.de\/handle\/20.500.12116\/21019\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Hielscher, M., Hartmann, W., and Rothlauf, F. (2013). LearningApps.org: multimediale und interaktive Lernbausteine im Web 2.0. <i>Computer &amp; Unterricht<\/i>, <i>2013<\/i>(89), 42-45.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Ernst, C.-P. H., and Pfeiffer, J. (2013). The Influence of Perceived Belonging on Social Network Site Adoption. <i>AMCIS 2013 Proceedings<\/i>. Americas Conference on Information Systems. <a href=\"http:\/\/aisel.aisnet.org\/amcis2013\/SocialTechnicalIssues\/GeneralPresentations\/11\/\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Thorhauer, A., and Rothlauf, F. (2013). <i>Structural difficulty in grammatical evolution versus genetic programming<\/i> (C. Blum, ed.; pp. Seiten: 997-1004). New York, NY:ACM. <a href=\"http:\/\/dx.doi.org\/10.1145\/2463372.2463491\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2012<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Graf, N. F. S., and Rothlauf, F. (2012). Firm-NGO collaborations. <i>Zeitschrift f\u00fcr Betriebswirtschaft<\/i>, <i>82<\/i>(S6), 103-125. <a href=\"https:\/\/doi.org\/10.1007\/s11573-012-0628-2\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2012). Representations for evolutionary algorithms. <i>Proceedings of the 14th annual conference companion on Genetic and evolutionary computation<\/i>, 873-894. <a href=\"https:\/\/doi.org\/10.1145\/2330784.2330921\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Heimbach, I., Grahl, J., and Rothlauf, F. (2012). The effects of state-dependent human behavior on the design of a serial line. <i>Zeitschrift f\u00fcr Betriebswirtschaft<\/i>, <i>82<\/i>(7-8), 745-762. <a href=\"https:\/\/doi.org\/10.1007\/s11573-012-0589-5\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Pfeiffer, J., Probst, M., Steitz, W., and Rothlauf, F. (2012). Inferring decision strategies from clickstreams in decision support systems: a new process-tracing approach using state machines. <i>Zeitschrift f\u00fcr Betriebswirtschaft<\/i>, <i>82<\/i>(S4), 25-46. <a href=\"https:\/\/doi.org\/10.1007\/s11573-012-0581-0\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Steitz, W., and Rothlauf, F. (2012). Using penalties instead of rewards: Solving OCST problems with guided local search. <i>SWARM AND EVOLUTIONARY COMPUTATION<\/i>, <i>3<\/i>, 46-53. <a href=\"https:\/\/doi.org\/10.1016\/j.swevo.2011.10.003\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000209360400004&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Steitz, W., and Rothlauf, F. (2012). Edge Orientation and the Design of Problem-Specific Crossover Operators for the OCST Problem. <i>IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION<\/i>, <i>16<\/i>(1), 108-116. <a href=\"https:\/\/doi.org\/10.1109\/TEVC.2010.2093580\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000299812000008&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., and Ernst, C.-P. H. (2012). <i>Potenzielle Erfolgsfaktoren von SaaS-Unternehmen<\/i> (D. Mattfeld and S. Robra-Bissantz, eds.; pp. 587-598). GITO Verlag.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., and Ernst, C.-P. H. (2012). <i>SaaS-Gesch\u00e4ftsmodelle: Alle gleich, alle verschieden?<\/i> (D. Mattfeld and S. Robra-Bissantz, eds.; pp. 551-558). GITO Verlag.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., and Graf, N. (2012). <i>Being Unfaithful or Staying True To Its Mission: How an NGO Can Influence Its Supporters<\/i>. 38th European International Business Academy Annual Conference, Brighton.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., and Grahl, J. (2012). <i>Social contagion: Seeding strategies under incomplete information<\/i> (S. Aral, F. Provost, and A. Sundararajan, eds.).<\/div>\n<\/div>\t\n<\/div>\n\n<h3>2011<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Rothlauf, F. (2011). Representations for evolutionary algorithms. <i>Proceedings of the 13th annual conference companion on Genetic and evolutionary computation<\/i>, 1191-1212. <a href=\"https:\/\/doi.org\/10.1145\/2001858.2002132\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Boysen, N., Golle, U., Rothlauf, F. (2011). The car resequencing problem with pull-off tables. <i>Business research<\/i>, <i>4<\/i>(2), Seiten: 276-292.<\/div>\n  <div class=\"csl-entry\">Derigs, U., Gottlieb, J., Kalkoff, J., et al. (2011). Vehicle routing with compartments : applications, modelling and heuristics. <i>OR spectrum<\/i>, <i>33<\/i>(4), Seiten: 885-914. <a href=\"http:\/\/dx.doi.org\/10.1007\/s00291-010-0194-3\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2011). <i>Design of Modern Heuristics<\/i>. Springer Berlin Heidelberg. <a href=\"https:\/\/doi.org\/10.1007\/978-3-540-72962-4\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.springer.com\/de\/book\/9783540729617\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Nikolaeva, I., Grahl, J. (2011). <i>The Effects of Human State-Dependent Behavior on Work Allocation in Serial Lines<\/i>. 73. Wissenschaftliche Jahrestagung des Verbandes der Hochschullehrer f\u00fcr Betriebswirtschaft e.V.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Pfeiffer, J., Steitz, W., Probst, M. (2011). <i>Inferring Decision Strategies from Clickstreams in Decision Support Systems: A new Process-Tracing Approach using State Machines<\/i>. 73. Wissenschaftliche Jahrestagung des Verbandes der Hochschullehrer f\u00fcr Betriebswirtschaft e.V.<\/div>\n  <div class=\"csl-entry\">Steitz, W., Rothlauf, F. (2011). <i>Guided local search for the optimal communication spanning tree problem<\/i>. Seiten: 51-52.<\/div>\n  <div class=\"csl-entry\">Woerle de Lima, T., Delbem, C. A., Rothlauf, F. (2011). <i>Analysis of properties of recombination operators proposed for the node-depth encoding<\/i>. Seiten: 137-138.<\/div>\n<\/div>\t\n<\/div>\n\n<h3>2010<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Golle, U., Boysen, N., and Rothlauf, F. (2010). Analysis and design of sequencing rules for car sequencing. <i>European journal of operational research<\/i>, <i>206<\/i>(3), Seiten: 579-585. <a href=\"http:\/\/dx.doi.org\/10.1016\/j.ejor.2010.03.019\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Steitz, W., and Rothlauf, F. (2010). <i>Solving OCST problems with problem-specific guided local search<\/i>. Seiten: 301-302.<\/div>\n<\/div>\t\n<\/div>\n\n<h3>2009<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Pfeiffer, J., Duzevik, D., Rothlauf, F., and Yamamoto, K. (2009). A genetic algorithm for analyzing choice behavior with mixed decision strategies. <i>Proceedings of the 11th Annual conference on Genetic and evolutionary computation<\/i>, 1585-1592. <a href=\"https:\/\/doi.org\/10.1145\/1569901.1570113\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Grahl, J., Minner, S., and Rothlauf, F. (2009). Decomposition of Dynamic Single-Product and Multi-product Lotsizing Problems and Scalability of EDAs. In A. Fink and F. Rothlauf (eds.), <i>Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management<\/i> (pp. 231-251). Berlin Heidelberg:Springer. <a href=\"https:\/\/doi.org\/10.1007\/978-3-540-69390-1_12\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Pfeiffer, J., Riedl, R., and Rothlauf, F. (2009). On the Relationship between Interactive Decision Aids and Decision Strategies: A Theoretical Analysis. In H. R. Hansen, D. Karagiannis, and H.-G. Fill (eds.), <i>Wirtschaftsinformatik (2)<\/i> (Vols. 247, pp. 161-176). \u00d6sterreichische Computer Gesellschaft. <a href=\"http:\/\/www.informatik.uni-trier.de\/~ley\/db\/conf\/wirtschaftsinformatik\/wi2009-2.html\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2009). An encoding in metaheuristics for the minimum communication spanning Tree problem. <i>INFORMS journal on computing<\/i>, <i>21<\/i>(4), Seiten: 575-584. <a href=\"http:\/\/dx.doi.org\/10.1287\/ijoc.1080.0310\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2009). On optimal solutions for the optimal communication spanning tree problem. <i>Operations research<\/i>, <i>57<\/i>(2), Seiten: 413-425. <a href=\"http:\/\/dx.doi.org\/10.1287\/opre.1080.0592\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2009). On the bias and performance of the edge-set encoding. <i>IEEE transactions on evolutionary computation<\/i>, <i>13<\/i>(3), Seiten: 486-499. <a href=\"http:\/\/dx.doi.org\/10.1109\/TEVC.2008.2008799\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Giacobini, M., Brabazon, A., \u2026 Yang, S. (eds.). (2009). <i>Applications of Evolutionary Computing<\/i> (Lecture Notes on Computer Science, Vols. 5484). Springer Science &amp; Business Media.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., \u2026 Raidl, G. (eds.). (2009). <i>GECCO-2009 Proceedings of the Genetic and Evolutionary Computation Conference<\/i>. ACM Press.<\/div>\n  <div class=\"csl-entry\">Steitz, W., and Rothlauf, F. (2009). New insights into the OCST problem: Integrating Node Degrees and their Location in the Graph. <i>Proceedings of the 11th Annual conference on Genetic and evolutionary computation &#8211; GECCO \u201909<\/i>. Published. ACM Genetic and Evolutionary Computation Conference (GECCO 2009). <a href=\"https:\/\/doi.org\/10.1145\/1569901.1569951\" title=\"Bibliographical information\">DOI<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2008<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Deibert, S., Heinzl, A., Rothlauf, F. (2008). The Impact Logic of Mobile Technology Usage on Job Production. In I. Benbasat and A. R. Montazemi (eds.), <i>AMCIS<\/i> (pp. 160-160). Association for Information Systems. <a href=\"http:\/\/aisel.aisnet.org\/amcis2008\/\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Fink, A., \u2026 Rothlauf, F. (eds.). (2008). <i>Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management<\/i> (Studies in Computational Intelligence, Vols. 144). Springer Berlin Heidelberg. <a href=\"https:\/\/doi.org\/10.1007\/978-3-540-69390-1\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.springer.com\/de\/book\/9783540690245\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Hildenbrand, T., Rothlauf, F., Geisser, M., et al. (2008). Approaches to Collaborative Software Development. <i>2008 International Conference on Complex, Intelligent and Software Intensive Systems<\/i>, 523-528. <a href=\"https:\/\/doi.org\/10.1109\/cisis.2008.106\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Lima, T. W. de, Rothlauf, F., Delbem, A. C. B. (2008). The node-depth encoding: analysis and application to the bounded-diameter minimum spanning tree problem. In C. Ryan and M. Keijzer (eds.), <i>GECCO<\/i> (pp. 969-976). ACM. <a href=\"http:\/\/www.informatik.uni-trier.de\/~ley\/db\/conf\/gecco\/gecco2008.html\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Pfeiffer, J., Golle, U., Rothlauf, F. (2008). Reference point based multi-objective evolutionary algorithms for group decisions. In C. Ryan and M. Keijzer (eds.), <i>GECCO<\/i> (pp. 697-704). ACM. <a href=\"http:\/\/www.informatik.uni-trier.de\/~ley\/db\/conf\/gecco\/gecco2008.html\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Giacobini, M., Brabazon, A., \u2026 Yang, S. (eds.). (2008). <i>Applications of Evolutionary Computing 2008<\/i> (Lecture Notes on Computer Science, Vols. 4974). Springer Science &amp; Business Media.<\/div>\n  <div class=\"csl-entry\">Steitz, W., Rothlauf, F. (2008). Orientation matters: how to efficiently solve ocst problems with problem-specific EAs. In C. Ryan and M. Keijzer (eds.), <i>GECCO<\/i> (pp. 563-570). ACM. <a href=\"http:\/\/www.informatik.uni-trier.de\/~ley\/db\/conf\/gecco\/gecco2008.html\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2007<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Geisser, M., Hildenbrand, T., Rothlauf, F., Atkinson, C. (2007). An Evaluation Method for Requirements Engineering Approaches in Distributed Software Development Projects. <i>International Conference on Software Engineering Advances (ICSEA 2007)<\/i>, 39-39. <a href=\"https:\/\/doi.org\/10.1109\/icsea.2007.16\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Pfeiffer, J., Rothlauf, F. (2007). Analysis of greedy heuristics and weight-coded eas for multidimensional knapsack problems and multi-unit combinatorial auctions. <i>Proceedings of the 9th annual conference on Genetic and evolutionary computation<\/i>, 1529-1529. <a href=\"https:\/\/doi.org\/10.1145\/1276958.1277258\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Beimborn, D., Fladung, R. B., Rothlauf, F. (2007). How to Configure Cost-optimal Procurement Consortia for Academic Libraries. In J. A. Hoxmeier and S. C. Hayne (eds.), <i>AMCIS<\/i> (pp. 316-316). Association for Information Systems. <a href=\"http:\/\/aisel.aisnet.org\/amcis2007\/\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Berkling, K., Geisser, M., Hildenbrand, T., Rothlauf, F. (2007). Offshore Software Development: Transferring Research Findings into the Classroom. In B. Meyer and M. Joseph (eds.), <i>SEAFOOD<\/i> (Vols. 4716, pp. 1-18). Springer. <a href=\"https:\/\/doi.org\/10.1007\/978-3-540-75542-5\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Birkhofer, A., Deibert, S., Rothlauf, F. (2007). Critical Success Factors for Mobile Field Service Applications: A Case Research. In A. Oberweis, C. Weinhardt, H. Gimpel, et al. (eds.), <i>Wirtschaftsinformatik (1)<\/i> (pp. 291-308). Universitaetsverlag Karlsruhe. <a href=\"http:\/\/www.uvka.de\/univerlag\/volltexte\/2007\/190\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Bosman, P. A. N., Grahl, J., Rothlauf, F. (2007). SDR: a better trigger for adaptive variance scaling in normal EDAs. In H. Lipson (ed.), <i>GECCO<\/i> (pp. 492-499). ACM. <a href=\"http:\/\/www.informatik.uni-trier.de\/~ley\/db\/conf\/gecco\/gecco2007.html\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Bosman, P. A. N., Grahl, J., Rothlauf, F. (2007). SDR: A better Trigger for Adaptive Variance Scaling in normal EDAs. <i>Proceedings of the 9th annual conference on Genetic and evolutionary computation &#8211; GECCO \u201907<\/i>, 492-499. <a href=\"https:\/\/doi.org\/10.1145\/1276958.1277066\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Butter, T., Rothlauf, F., Grahl, J., et al. (2007). Genetic Algorithms for Finding Optimal Strategies for a Student\u2019s Game. <i>2007 IEEE Symposium on Computational Intelligence and Games<\/i>, 346-351. <a href=\"https:\/\/doi.org\/10.1109\/cig.2007.368119\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Geisser, M., Heinzl, A., Hildenbrand, T., Rothlauf, F. (2007). Verteiltes, internetbasiertes Requirements-Engineering. <i>Wirtschaftsinformatik<\/i>, <i>49<\/i>(3), Seiten: 199-207. <a href=\"http:\/\/dx.doi.org\/10.1007\/s11576-007-0050-5\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Grosche, T., Rothlauf, F., Heinzl, A. (2007). Gravity models for airline passenger volume estimation. <i>Journal of air transport management<\/i>, <i>13<\/i>(4), Seiten: 175-183. <a href=\"http:\/\/dx.doi.org\/10.1016\/j.jairtraman.2007.02.001\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Hildenbrand, T., Rothlauf, F., Heinzl, A. (2007). Approaches to collaborative software development. <i>WIRTSCHAFTSINFORMATIK<\/i>, <i>49<\/i>, 72-80. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000244938500014&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Hildenbrand, T., Rothlauf, F., Heinzl, A. (2007). Ans\u00e4tze zur kollaborativen Softwareerstellung. <i>Wirtschaftsinformatik<\/i>, <i>49<\/i>(Sonderheft), Seiten: 72-80.<\/div>\n  <div class=\"csl-entry\">Pfeiffer, J., Rothlauf, F. (2007). Greedy Heuristics and Weight-Coded EAs for Multidimensional Knapsack Problems and Multi-Unit Combinatorial Auctions. In J. Kalcsics, S. Nickel (eds.), <i>OR<\/i> (pp. 153-158). Springer. <a href=\"https:\/\/doi.org\/10.1007\/978-3-540-77903-2\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2007). <i>Design and Application of Metaheuristics<\/i> [PhD Thesis].<\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2007). Konzeption und Implementierung eines Planungssystems f\u00fcr Schnittstellentests. In A. Oberweis, C. Weinhardt, H. Gimpel, et al. (eds.), <i>Wirtschaftsinformatik (2)<\/i> (pp. 483-500). Universitaetsverlag Karlsruhe. <a href=\"http:\/\/www.uvka.de\/univerlag\/volltexte\/2007\/191\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Deibert, S. (2007). <i>On the Bene t of Using Mobile Technologies in Business Processes<\/i> (P. Cunningham and M. Cunningham, eds.; Issue Exploiting the Knowledge Economy &#8211; Issues, Applications, Case Studies, pp. 1721-1728). IOS Press.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Giacobini, M., Brabazon, A., \u2026 Yang, S. (eds.). (2007). <i>Applications of Evolutionary Computing<\/i> (Lecture Notes on Computer Science, Vols. 4448). Springer Science &amp; Business Media.<\/div>\n<\/div>\t\n<\/div>\n\n<h3>2006<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Butter, T., Deibert, S., Rothlauf, F. (2006). Using Private and Public Context &#8211; An Approach for Mobile Discovery and Search Services. In T. Kirste, B. K\u00f6nig-Ries, K. Pousttchi, and K. Turowski (eds.), <i>MMS: Vol. P-76<\/i> (pp. 144-155). GI. <a href=\"https:\/\/dl.gi.de\/handle\/20.500.12116\/24804\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Butter, T., Rothlauf, F., Grahl, J., et al. (2006). Genetic algorithms and mixed integer linear programs for optimal strategies in a student\u2019s &#8220;sports&#8221; activity. In M. Cattolico (ed.), <i>GECCO<\/i> (pp. 1853-1854). ACM. <a href=\"http:\/\/www.informatik.uni-trier.de\/~ley\/db\/conf\/gecco\/gecco2006.html\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Grahl, J., Bosman, P. A. N., Rothlauf, F. (2006). The correlation-triggered adaptive variance scaling IDEA. In M. Cattolico (ed.), <i>GECCO<\/i> (pp. 397-404). ACM. <a href=\"http:\/\/www.informatik.uni-trier.de\/~ley\/db\/conf\/gecco\/gecco2006.html\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2006). <i>Representations for genetic and evolutionary algorithms<\/i> (2. Aufl., p. 325 S.). Berlin u.a.:Springer.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Oetzel, M. (2006). <i>On the locality of grammatical evolution<\/i> (P. Collet, ed.; pp. Seiten: 320-330). Berlin:Springer.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Thierens, D. (2006). Guest editorial special section on analysis and design of representations and operators. <i>Ieee transactions on evolutionary computation<\/i>, <i>10<\/i>(2), Seiten: 105-107. <a href=\"http:\/\/dx.doi.org\/10.1109\/TEVC.2006.871241\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Z\u00f6ller, A., Braubach, L., Pokahr, A., et al. (2006). Evaluation of a Multi-Agent System for Hospital Patient Scheduling. <i>International Transactions on Systems Science and Applications<\/i>, <i>1<\/i>(4), 375-380.<\/div>\n<\/div>\t\n<\/div>\n\n<h3>2005<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Rothlauf, F., Branke, J., Cagnoni, S., \u2026 Corne, D. W. (eds.). (2005). <i>Applications of Evolutionary Computing Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC<\/i> (Lecture Notes on Computer Science, Vols. 3449). Heidelberg:Springer Science &amp; Business Media. <a href=\"https:\/\/doi.org\/10.1007\/b106856\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.springer.com\/de\/book\/9783540253969\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Grahl, J., Minner, S., and Rothlauf, F. (2005). Behaviour of UMDAc with truncation selection on monotonous functions. <i>Congress on Evolutionary Computation<\/i>, 2553-2559. <a href=\"https:\/\/doi.org\/10.1109\/CEC9537.2005\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Reichelt, D., and Rothlauf, F. (2005). Reliable Communication Network Design with Evolutionary Algorithms. <i>Int. J. Comput. Intell. Appl.<\/i>, <i>5<\/i>, 251-266.<\/div>\n  <div class=\"csl-entry\">Reichelt, D., and Rothlauf, F. (2005). Verfahren zur Bestimmung der Zuverl\u00e4ssigkeit von Kommunikationsnetzwerken: Eine Studie zu exakten und approximativen Verfahren. In H. Federrath (ed.), <i>Sicherheit: Vol. P-62<\/i> (pp. 89-100). GI. <a href=\"https:\/\/dl.gi.de\/handle\/20.500.12116\/28360\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (ed.). (2005). <i>GECCO Workshop Proceedings of the Annual Conference on Genetic and Evolutionary Computation<\/i>. ACM Press.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., and Tzschoppe, C. (2005). Making the edge-set encoding fly by controlling the bias of its crossover operator. <i>EVOLUTIONARY COMPUTATION IN COMBINATORIAL OPTIMIZATION, PROCEEDINGS<\/i>, <i>3448<\/i>, 202-212. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000229210400019&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Schunk, D., and Pfeiffer, J. (2005). <i>Classification of Human Decision Behavior:\nFinding Modular Decision Rules with Genetic Algorithms<\/i> (H.-G. Beyer, ed.; pp. 2021-2028). ACM Press. <a href=\"https:\/\/doi.org\/10.1145\/1068009.1068346\" title=\"Bibliographical information\">DOI<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2004<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Grahl, J., and Rothlauf, F. (2004). PolyEDA: Combining estimation of distribution algorithms and linear inequality constraints. <i>GENETIC AND EVOLUTIONARY COMPUTATION &#8211; GECCO 2004, PT 1, PROCEEDINGS<\/i>, <i>3102<\/i>, 1174-1185. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000225101200114&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Reichelt, D., Rothlauf, F., and Gmilkowsky, P. (2004). Designing reliable communication networks with a genetic algorithm using a repair heuristic. <i>EVOLUTIONARY COMPUTATION IN COMBINATORIAL OPTIMIZATION, PROCEEDINGS<\/i>, <i>3004<\/i>, 177-187. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000189502600018&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2004). <i>OptiNet: Ein Optimierungswerkzeug f\u00fcr baumf\u00f6rmige Netzwerkprobleme<\/i> (L. Suhl and S. Vo\u00df, eds.; pp. 15-34).<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., and Heinzl, A. (2004). Gasteditorial. <i>KI &#8211; K\u00fcnstliche Intelligenz<\/i>, <i>18<\/i>, 4-4. <a href=\"https:\/\/www.springerprofessional.de\/ki-kuenstliche-intelligenz\/6081306\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Paulussen, T. O., and Heinzl, A. (2004). Service &#8211; Applications of Software Agents. <i>K\u00fcnstliche Intell.<\/i>, <i>18<\/i>, 42-42.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Raidl, G. R., Cagnoni, S., \u2026 Squillero, G. (eds.). (2004). <i>Applications of Evolutionary Computing<\/i> (Lecture Notes on Computer Science, Vols. 3005). Springer Science &amp; Business Media.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., \u2026 Heinzl, A. (eds.). (2004). <i>Application of Software Agents: Vol. 2\/2004<\/i>. arenaDTaP Verlag.<\/div>\n  <div class=\"csl-entry\">Tzschoppe, C., Rothlauf, F., and Pesch, H. J. (2004). The edge-set encoding revisited: On the bias of a direct representation for trees. <i>GENETIC AND EVOLUTIONARY COMPUTATION GECCO 2004 , PT 2, PROCEEDINGS<\/i>, <i>3103<\/i>, 258-270. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000225040600023&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2003<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Rothlauf, F. (2003). On the locality of representations of Integers on the Performance of Selectorecombinative Genetic Algorithms. <i>GENETIC AND EVOLUTIONARY COMPUTATION &#8211; GECCO 2003, PT II, PROCEEDINGS<\/i>, <i>2724<\/i>, 1608-1609.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2003). Population sizing for the redundant trivial voting mapping. <i>GENETIC AND EVOLUTIONARY COMPUTATION &#8211; GECCO 2003, PT II, PROCEEDINGS<\/i>, <i>2724<\/i>, 1307-1319. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000185074300006&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., and David E. Goldberg. (2003). Redundant representations in evolutionary computation. <i>Evolutionary computation<\/i>, <i>11<\/i>(4), Seiten: 381-415.<\/div>\n  <div class=\"csl-entry\">Schwind, M., Stockheim, T., and Rothlauf, F. Optimization heuristics for the combinatorial auction problem. <i>The 2003 Congress on Evolutionary Computation, 2003. CEC \u201903.<\/i>, 1588-1595. <a href=\"https:\/\/doi.org\/10.1109\/cec.2003.1299862\" title=\"Bibliographical information\">DOI<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2002<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Rothlauf, F. (2002). Binary Representations of Integers and the Performance of Selectorecombinative Genetic Algorithms. In J. J. M. Guerv\u00f3s, P. Adamidis, H.-G. Beyer, et al. (eds.), <i>PPSN<\/i> (Vols. 2439, pp. 99-110). Springer. <a href=\"https:\/\/doi.org\/10.1007\/3-540-45712-7\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2002). <i>Representations for Genetic and Evolutionary Algorithms<\/i> (Studies in Fuzziness and Soft Computing, Vols. 104). Heidelberg:Springer. <a href=\"https:\/\/doi.org\/10.1007\/3-540-32444-5\" title=\"Bibliographical information\">DOI<\/a> <a href=\"https:\/\/www.springer.com\/de\/book\/9783540250593\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2002). The Influence Of Binary Representations Of Integers On The Performance Of Selectorecombinative Genetic Algorithms. In W. B. Langdon, E. Cant\u00fa-Paz, K. E. Mathias, et al. (eds.), <i>GECCO<\/i> (pp. 695-695). Morgan Kaufmann. <a href=\"http:\/\/www.informatik.uni-trier.de\/~ley\/db\/publishers\/mkp.html\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Goldberg, D., and Heinzl, A. (2002). Network random keys : a tree network representation scheme for genetic and evolutionary algorithms. <i>Evolutionary computation<\/i>, <i>10<\/i>(1), Seiten: 75-97.<\/div>\n  <div class=\"csl-entry\">Schindler, B., Rothlauf, F., and Pesch, H. J. (2002). Evolution strategies, network random keys, and the one-max tree problem. <i>APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS<\/i>, <i>2279<\/i>, 143-152. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000181139600015&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>2001<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Gaube, T., and Rothlauf, F. (2001). The link and node biased encoding revisited: Bias and adjustment of parameters. <i>APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS<\/i>, <i>2037<\/i>, 1-10. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000174203500001&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Grosche, T., Heinzl, A., and Rothlauf, F. (2001). A conceptual approach for simultaneous flight schedule construction with genetic algorithms. <i>APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS<\/i>, <i>2037<\/i>, 257-267. <a href=\"https:\/\/www.webofscience.com\/api\/gateway?GWVersion=2&#038;SrcApp=fis-test-1&#038;SrcAuth=WosAPI&#038;KeyUT=WOS:000174203500027&#038;DestLinkType=FullRecord&#038;DestApp=WOS_CPL\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Paulussen, T. O., Rothlauf, F., and Heinzl, A. (2001). Konzeption eines Koordinationsmechanismus zur dezentralen Ablaufplanung in medizinischen Behandlungspfaden (MEDPACO). In H. U. Buhl, A. Huther, and B. Reitwiesner (eds.), <i>Wirtschaftsinformatik<\/i> (pp. 62-62). Physica Verlag \/ Springer. <a href=\"http:\/\/www.informatik.uni-trier.de\/~ley\/db\/conf\/wirtschaftsinformatik\/wi2001.html\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2001). <i>Towards a Theory of Representations for Genetic and Evolutionary Algorithms &#8211; Development of Basic Concepts and their Application to Binary and Tree Representations<\/i> [PhD Thesis].<\/div>\n  <div class=\"csl-entry\">Rothlauf, F. (2001). <i>Towards a theory of representations for genetic and evolutionary algorithms: development of basic concepts and their application to binary and tree representations.: Vol. D-2<\/i> (H. Beilner, H. Fiedler, O. G\u00fcnther, et al., eds.; pp. 157-167). GI. <a href=\"https:\/\/dl.gi.de\/handle\/20.500.12116\/4397\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., and Schmitt, F. (2001). <i>On the Importance of the Second Largest Eigenvalue on the Convergence Rate of Genetic Algorithms<\/i> (W. B. Langdon, ed.; pp. 559-564). Morgan Kaufmann Publishers.<\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Gottlieb, J., Julstrom, B., and Raidl, G. (2001). <i>Pr\u00fcfer Numbers: A Poor Representation of Spanning Trees for Evolutionary Search<\/i> (W. B. Langdon, ed.; pp. 343-350). Morgan Kaufmann Publishers.<\/div>\n<\/div>\t\n<\/div>\n\n<h3>2000<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Rothlauf, F., and Goldberg, D. E. (2000). Pruefer Numbers and Genetic Algorithms: A Lesson on How the Low Locality of an Encoding Can Harm the Performance of GAs. In M. Schoenauer, K. Deb, G. Rudolph, et al. (eds.), <i>Parallel Problem Solving from Nature PPSN VI<\/i> (pp. 395-404). Heidelberg:Springer. <a href=\"https:\/\/doi.org\/10.1007\/3-540-45356-3\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Rothlauf, F., Goldberg, D. E., and Heinzl, A. (2000). Bad Codings and the Utility of Well-Designed Genetic Algorithms. In L. D. Whitley, D. E. Goldberg, E. Cant\u00fa-Paz, et al. (eds.), <i>GECCO<\/i> (pp. 355-364). Morgan Kaufmann. <a href=\"http:\/\/www.informatik.uni-trier.de\/~ley\/db\/publishers\/mkp.html\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n\n<h3>1999<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Rothlauf, F. (1999). Tree Network Design with Genetic Algorithms &#8211; An Investigation in the Locality of the Pruefernumber Encoding. In S. Brave and A. S. Wu (eds.), <i>Late Breaking Papers at the 1999 Genetic and Evolutionary Computation Conference<\/i> (pp. 238-244). Orlando, Florida:.<\/div>\n<\/div>\t\n<\/div>\n\n<h3>1997<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Rothlauf, F. (1997). <i>Impulsverk\u00fcrzung f\u00fcr die Maximum-Likelihood Sequenzsch\u00e4tzung und Mehrtr\u00e4ger\u00fcbertragungsverfahren.<\/i> [PhD Thesis].<\/div>\n<\/div>\t\n<\/div>\n\n<h3>1996<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Rothlauf, F. (1996). <i>Erweiterung eines Hochstrombr\u00fcckengleichrichters<\/i> [Undergraduate Dissertation].<\/div>\n<\/div>\t\n<\/div>\n\n<h3>Not dated<\/h3>\n\t<div>\n\n\t\n\t<div class=\"csl-bib-body\">\n  <div class=\"csl-entry\">Bremser, C., Piller, G., and Rothlauf, F. How Smart Cities Explore New Technologies. <i>Proceedings on Perspectives in Business Informatics Research &#8211; 18th International Conference<\/i>, 1-15.<\/div>\n  <div class=\"csl-entry\">Grosche, T., and Rothlauf, F. Simultaneous Airline Scheduling. In <i>Studies in Computational Intelligence<\/i> (pp. 81-108). Springer Berlin Heidelberg. <a href=\"https:\/\/doi.org\/10.1007\/978-3-540-69390-1_5\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Reichelt, D., and Rothlauf, F. <i>CURE: Eine Reparaturheuristik f\u00fcr die Planung \u00f6konomischer und zuverl\u00e4ssiger Kommunikationsnetzwerke mit Hilfe von heuristischen Optimierungsverfahren<\/i>. 283-294. <a href=\"https:\/\/doi.org\/10.1007\/3-540-27301-8_23\" title=\"Bibliographical information\">DOI<\/a><\/div>\n  <div class=\"csl-entry\">Zielonka, J. T., Rothlauf, F., and Heigl, R. From Block to TOE: Analyzing Opportunities of Blockchain Technologies in the Automotive Industry. In <i>2022 IEEE\/ACIS 22nd International Conference on Computer and Information Science (ICIS).<\/i> <a href=\"https:\/\/aisel.aisnet.org\/icis2022\/blockchain\/blockchain\/13\" title=\"Bibliographical information\" >Author\/Publisher URL<\/a><\/div>\n<\/div>\t\n<\/div>\n<\/div><\/div>\n<\/jgu-base-section>    <div style=\"display: none\">\n        \n    <\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":16,"featured_media":0,"parent":20091,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"categories":[70],"tags":[],"class_list":["post-20007","page","type-page","status-publish","hentry","category-german"],"content_raw":"<!-- wp:jgu\/pageheader {\"items\":[{\"box\":{\"index\":\"\",\"title\":\"Publications\",\"link\":{\"url\":\"\",\"title\":\"learn more\"}},\"color\":\"dark\",\"image\":{\"url\":\"\",\"id\":null},\"imgCredit\":\"\",\"useVideo\":false,\"video\":false}],\"type\":\"border\"} \/-->\n\n<!-- wp:jgu\/section {\"color\":\"white-dark-text\"} -->\n<div class=\"jgu-bgsection bg bg-white-dark-text \"><div class=\"content padding-medium\"><!-- wp:jgu\/fis {\"groupBy\":\"year\",\"user\":\"rothlauf\"} \/--><\/div><\/div>\n<!-- \/wp:jgu\/section -->","_links":{"self":[{"href":"https:\/\/wi.bwl.uni-mainz.de\/en\/wp-json\/wp\/v2\/pages\/20007","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wi.bwl.uni-mainz.de\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wi.bwl.uni-mainz.de\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wi.bwl.uni-mainz.de\/en\/wp-json\/wp\/v2\/users\/16"}],"replies":[{"embeddable":true,"href":"https:\/\/wi.bwl.uni-mainz.de\/en\/wp-json\/wp\/v2\/comments?post=20007"}],"version-history":[{"count":4,"href":"https:\/\/wi.bwl.uni-mainz.de\/en\/wp-json\/wp\/v2\/pages\/20007\/revisions"}],"predecessor-version":[{"id":20572,"href":"https:\/\/wi.bwl.uni-mainz.de\/en\/wp-json\/wp\/v2\/pages\/20007\/revisions\/20572"}],"up":[{"embeddable":true,"href":"https:\/\/wi.bwl.uni-mainz.de\/en\/wp-json\/wp\/v2\/pages\/20091"}],"wp:attachment":[{"href":"https:\/\/wi.bwl.uni-mainz.de\/en\/wp-json\/wp\/v2\/media?parent=20007"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wi.bwl.uni-mainz.de\/en\/wp-json\/wp\/v2\/categories?post=20007"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wi.bwl.uni-mainz.de\/en\/wp-json\/wp\/v2\/tags?post=20007"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}