Publikationen

Röchner, P., Marques, H. O., Campello, R. J. G. B., et al. (2025). Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers. In Lecture Notes in Computer Science (S. 215-222). Springer Nature Switzerland. DOI

Boldi, R., Bao, A., Briesch, M., et al. (2024). A Comprehensive Analysis of Down-sampling for Genetic Programming-based Program Synthesis. Proceedings of the Genetic and Evolutionary Computation Conference Companion, 487-490. DOI

Briesch, M., Boldi, R., Sobania, D., et al. (2024). Improving Lexicase Selection with Informed Down-Sampling. Proceedings of the Genetic and Evolutionary Computation Conference Companion, 25-26. DOI

Boldi, R., Briesch, M., Sobania, D., et al. (2024). Informed Down-Sampled Lexicase Selection: Identifying Productive Training Cases for Efficient Problem Solving. Evolutionary Computation, 1-31. DOI

Brownlee, A. E. I., Callan, J., Even-Mendoza, K., et al. (2024). Enhancing Genetic Improvement Mutations Using Large Language Models (Bde. 14415, S. 153-159). DOI Author/Publisher URL

Geiger, A., Sobania, D., Rothlauf, F. (2024). Lexicase-based Selection Methods with Down-sampling for Symbolic Regression Problems: Overview and Benchmark.

Geiger, A., Sobania, D., Rothlauf, F. (2024). A Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems. GENETIC PROGRAMMING, EUROGP 2024, 14631, 192-208. DOI Author/Publisher URL

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. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 185. DOI Author/Publisher URL

Rothlauf, F. (2024). Tutorial on Representations for Evolutionary Algorithms. In X. Li und J. Handl (Hrsg.), GECCO Companion (S. 1017-1037). ACM. Author/Publisher URL

Röchner, P., Marques, H. O., Campello, R. J. G. B., et al. (2024). Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version).

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. (Hrsg.), MIE (Bde. 316, S. 1800-1804). IOS Press. Author/Publisher URL

Schwarz, L., Rothlauf, F. (2024). On Entity Embeddings for Ordinal Features as Representation Learning in Recurrence Prediction of Urothelial Bladder Cancer. In J. Mantas, A. Hasman, G. Demiris, et al. (Hrsg.), MIE (Bde. 316, S. 690-694). IOS Press. Author/Publisher URL

Schwarz, L., Sobania, D., Rothlauf, F. (2024). On relevant features for the recurrence prediction of urothelial carcinoma of the bladder. INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 186. DOI Author/Publisher URL

Sobania, D., Geiger, A., Callan, J., et al. (2024). Evaluating Explanations for Software Patches Generated by Large Language Models (Bde. 14415, S. 147-152). DOI Author/Publisher URL

Sobania, D., Petke, J., Briesch, M., Rothlauf, F. (2024). A Comparison of Large Language Models and Genetic Programming for Program Synthesis. IEEE Transactions on Evolutionary Computation, 1-1. DOI

Briesch, M., Sobania, D., Rothlauf, F. (2023). Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop. Author/Publisher URL

Reiter, J., Schweim, D., Wittenberg, D. (2023). Pretraining Reduces Runtime in Denoising Autoencoder Genetic Programming by an Order of Magnitude. Proceedings of the Companion Conference on Genetic and Evolutionary Computation, 2382-2385. DOI

Geiger, A., Sobania, D., Rothlauf, F. (2023). Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. Author/Publisher URL

Boldi, R., Bao, A., Briesch, M., et al. (2023). The Problem Solving Benefits of Down-sampling Vary by Selection Scheme. PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION, 527-530. DOI Author/Publisher URL

Boldi, R., Briesch, M., Sobania, D., et al. (2023). Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving.

Briesch, M., Sobania, D., Rothlauf, F. (2023). Large Language Models Suffer From Their Own Output: An Analysis of the Self-Consuming Training Loop. CoRR, abs/2311.16822.

Briesch, M., Sobania, D., Rothlauf, F. (2023). On the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis. PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION, 535-538. DOI Author/Publisher URL

Geiger, A., Sobania, D., Rothlauf, F. (2023). Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, GECCO 2023, 1109-1117. DOI Author/Publisher URL

Grahl, J., Hinz, O., Rothlauf, F., et al. (2023). How do likes influence revenue? A randomized controlled field experiment. JOURNAL OF BUSINESS RESEARCH, 167. DOI Author/Publisher URL

Huschens, M., Briesch, M., Sobania, D., Rothlauf, F. (2023). Do You Trust ChatGPT? - Perceived Credibility of Human and AI-Generated Content.

Roechner, P., Rothlauf, F. (2023). Unsupervised anomaly detection of implausible electronic health records: a real-world evaluation in cancer registries. BMC MEDICAL RESEARCH METHODOLOGY, 23(1). DOI Author/Publisher URL

Rothlauf, F. (2023). Representations for Evolutionary Algorithms. PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION, 1048-1068. DOI Author/Publisher URL

Sobania, D., Briesch, M., Hanna, C., Petke, J. (2023). An Analysis of the Automatic Bug Fixing Performance of ChatGPT. 2023 IEEE/ACM INTERNATIONAL WORKSHOP ON AUTOMATED PROGRAM REPAIR, APR, 23-30. DOI Author/Publisher URL

Sobania, D., Briesch, M., Roechner, P., Rothlauf, F. (2023). MTGP: Combining Metamorphic Testing and Genetic Programming. DOI Author/Publisher URL

Sobania, D., Schweim, D., Rothlauf, F. (2023). A Comprehensive Survey on Program Synthesis With Evolutionary Algorithms. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 27(1), 82-97. DOI Author/Publisher URL

Wittenberg, D., Rothlauf, F., Gagne, C. (2023). Denoising autoencoder genetic programming: strategies to control exploration and exploitation in search. GENETIC PROGRAMMING AND EVOLVABLE MACHINES, 24(2). DOI Author/Publisher URL

Wittenberg, D., Rothlauf, F. (2023). Small Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming (Bde. 13986, S. 101-116). DOI Author/Publisher URL

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', S. Paul, S. Sarker, et al. (Hrsg.), ICIS. Association for Information Systems. Author/Publisher URL

Herm-Stapelberg, N., und Rothlauf, F. (2022). The Impact of Product Recommendation Networks on Sales: The Moderating Influence of Product Age. In Digitalization Across Organizational Levels (S. 247-265). Springer. Author/Publisher URL

Briesch, M., Sobania, D., und Rothlauf, F. (2022). The Randomness of Input Data Spaces is an A Priori Predictor for Generalization (Bde. 13404, S. 17-30). DOI Author/Publisher URL

Brunnbauer, M., Piller, G., und 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, und D. Xu (Hrsg.), PACIS (S. 161-161). Author/Publisher URL

Müller, T., Piller, G., und Rothlauf, F. (2022). Efficient Access Control to Parking Space for Different Customer Segments. In Communications in Computer and Information Science (S. 19-30). Springer International Publishing. DOI

Rothlauf, F. (2022). Representations for Evolutionary Algorithms. PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022, 1046-1066. DOI Author/Publisher URL

Schweim, D., Hemberg, E., Sobania, D., und O'Reilly, U.-M. (2022). Exploiting Knowledge from Code to Guide Program Search. GENETIC PROGRAMMING (EUROGP 2022), 262-277. DOI Author/Publisher URL

Schweim, D., Sobania, D., und Rothlauf, F. (2022). Effects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis. 2022 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC). Published. DOI Author/Publisher URL

Sobania, D., Briesch, M., und Rothlauf, F. (2022). Choose Your Programming Copilot A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming. PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO’22), 1019-1027. DOI Author/Publisher URL

Sobania, D., Briesch, M., Wittenberg, D., und Rothlauf, F. (2022). Analyzing Optimized Constants in Genetic Programming on a Real-World Regression Problem. PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022, 606-607. DOI Author/Publisher URL

Sobania, D., Schmitt, J., Koestler, H., und Rothlauf, F. (2022). Genetic programming for iterative numerical methods. GENETIC PROGRAMMING AND EVOLVABLE MACHINES, 23(2), 253-278. DOI Author/Publisher URL

Sobania, D., Schweim, D., und Rothlauf, F. (2022). Program Synthesis with Evolutionary Algorithms: Status Quo Hot Off the Press Track (GECCO 2022). PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022, 39-40. DOI Author/Publisher URL

Sobania, D., und Rothlauf, F. (2022). Program Synthesis with Genetic Programming: The Influence of Batch Sizes (S. 118-129). DOI Author/Publisher URL

Sotto, L. F. D. P., Rothlauf, F., de Melo, V. V., und Basgalupp, M. P. (2022). An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming. EVOLUTIONARY COMPUTATION, 30(1), 51-74. DOI Author/Publisher URL

Wittenberg, D. (2022). Using Denoising Autoencoder Genetic Programming to Control Exploration and Exploitation in Search (S. 102-117). DOI Author/Publisher URL

Wittenberg, D., und Rothlauf, F. (2022). Denoising Autoencoder Genetic Programming for Real-World Symbolic Regression. PROCEEDINGS OF THE 2022 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2022, 612-614. DOI Author/Publisher URL

Zielonka, J. T., und 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. (Hrsg.), ECIS. Author/Publisher URL

Zielonka, J. T., und Rothlauf, F. (2022). You Perceive What You Believe: The Impact of Psychological Beliefs on Perceived Technostress. HICSS, 1-10. Author/Publisher URL

Sobania, D., Briesch, M., Rothlauf, F. (2021). Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming. Author/Publisher URL

Sobania, D., Schweim, D., Rothlauf, F. (2021). Recent Developments in Program Synthesis with Evolutionary Algorithms. In arXiv. Author/Publisher URL

Olmscheid, C., Wittenberg, D., Sobania, D., Rothlauf, F. (2021). Improving Estimation of Distribution Genetic Programming with Novelty Initialization. Proceedings of the Genetic and Evolutionary Computation Conference Companion, 261-262. DOI

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. Proceedings of the Genetic and Evolutionary Computation Conference Companion, 331-332. DOI

Schweim, D., Wittenberg, D., Rothlauf, F. (2021). On sampling error in evolutionary algorithms. Proceedings of the Genetic and Evolutionary Computation Conference Companion, 43-44. DOI Author/Publisher URL

Briesch, M., Sobania, D., Rothlauf, F. (2021). The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. Author/Publisher URL

Schweim, D., Wittenberg, D., Rothlauf, F. (2021). On sampling error in genetic programming. Natural Computing. DOI

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. (Hrsg.), AMCIS. Association for Information Systems. Author/Publisher URL

Brunnbauer, M., Piller, G., Rothlauf, F. (2021). idea-AI: Developing a Method for the Systematic Identification of AI Use Cases <i>Completed Research</i>. DIGITAL INNOVATION AND ENTREPRENEURSHIP (AMCIS 2021). Published. Author/Publisher URL

Hermes, H., Huschens, M., Rothlauf, F., Schunk, D. (2021). Motivating low-achievers-Relative performance feedback in primary schools. JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION, 187, 45-59. DOI Author/Publisher URL

Huschens, M., Ernst, C.-P. H., Rothlauf, F. (2021). Individual Rank and Response: Survey-Based Evidence on the Effects of Rank-Based Performance Feedback. HICSS, 1-10. Author/Publisher URL

Orth, P., Piller, G., Rothlauf, F. (2021). How Companies Develop a Culture for Digital Innovation: A Multiple-Case Study (Bde. 430, S. 221-235). DOI Author/Publisher URL

Rothlauf, F. (2021). Representations for evolutionary algorithms. In K. Krawiec (Hrsg.), GECCO Companion (S. 463-483). ACM. Author/Publisher URL

Sobania, D., Briesch, M., Rothlauf, F. (2021). Choose Your Programming Copilot: A Comparison of the Program Synthesis Performance of GitHub Copilot and Genetic Programming. CoRR, abs/2111.07875.

Sobania, D., Rothlauf, F. (2021). A Generalizability Measure for Program Synthesis with Genetic Programming. In F. Chicano, K. Krawiec (Hrsg.), Proceedings of the Genetic and Evolutionary Computation Conference (S. 822-829). ACM. Author/Publisher URL

Sobania, D., Schweim, D., Rothlauf, F. (2021). Recent Developments in Program Synthesis with Evolutionary Algorithms. CoRR, abs/2108.12227.

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. In D. Vogel, K. N. Shen, P. S. Ling, et al. (Hrsg.), PACIS (S. 120-120). Author/Publisher URL

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. HICSS, 1-10. Author/Publisher URL

Herm-Stapelberg, N., und Rothlauf, F. (2020). The Crowd Against the Few: Measuring the Impact of Expert Recommendations Decision Support Systems. Decision Support Systems, 138(4). DOI Author/Publisher URL

Wittenberg, D., Rothlauf, F., und Schweim, D. (2020). DAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming. Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 1037-1045. DOI Author/Publisher URL

Rothlauf, F., und Probst, M. (2020). Harmless Overfitting: Using Denoising Autoencoders in Estimation of Distribution Algorithms [Http://jmlr.org/papers/v21/16-543.html]. Journal of Machine Learning Research, 21(78), 1-31. Author/Publisher URL

Sobania, D., und Rothlauf, F. (2020). Challenges of Program Synthesis with Grammatical Evolution. Proceedings of 23rd European Conference on Genetic Programming, 211-227. DOI

Rothlauf, F. (2020). Representations for evolutionary algorithms. In C. A. C. Coello (Hrsg.), GECCO Companion (S. 526-546). ACM. Author/Publisher URL

Sobania, D., und Rothlauf, F. (2020). Challenges of Program Synthesis with Grammatical Evolution. GENETIC PROGRAMMING, EUROGP 2020, 12101, 211-227. DOI Author/Publisher URL

Weitzel, D., Ernst, C.-P. H., und Rothlauf, F. (2020). On the Disadvantages of Rented Software with Regard to Psychological Ownership in the Context of Private Customers. AMCIS 2020 PROCEEDINGS. Published. Author/Publisher URL

Dal Piccol Sotto, L. F., und Rothlauf, F. (2019). On the Role of Non-effective Code in Linear Genetic Programming. PROCEEDINGS OF THE 2019 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO’19), 1075-1083. DOI Author/Publisher URL

Huschens, M., Rothlauf, F., und Rothe, R. (2019). On the Role of Social Comparison Processes in Gamified Work Situations. Proceedings of the 52nd Hawaii International Conference on System Sciences, 1-10. DOI

Huschens, M., Rothlauf, F., und Rothe, R. (2019). On the Role of Social Comparison Processes in Gamified Work Situations. PROCEEDINGS OF THE 52ND ANNUAL HAWAII INTERNATIONAL CONFERENCE ON SYSTEM SCIENCES, 1446-1455. Author/Publisher URL

Rothlauf, F. (2019). Representations for Evolutionary Algorithms. PROCEEDINGS OF THE 2019 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCCO’19 COMPANION), 726-746. DOI Author/Publisher URL

Sobania, D., und Rothlauf, F. (2019). Teaching GP to program like a human software developer: Using Perplexity Pressure to Guide Program Synthesis Approaches. GECCO ’19: Proceedings of the Genetic and Evolutionary Computation Conference, 1065-1074. DOI Author/Publisher URL

Rothlauf, F. (2018). Representations for evolutionary algorithms. Proceedings of the Genetic and Evolutionary Computation Conference Companion, 518-538. DOI

Bremser, C., Piller, G., und Rothlauf, F. (2018). How to start with big data - a multiple case study. In A. Pucihar, M. K. Borstnar, P. Ravesteijn, et al. (Hrsg.), Bled eConference (S. 40-40). University of Maribor Press / Association for Information Systems. Author/Publisher URL

Brouthers, K. D., Geisser, K. D., und Rothlauf, F. (2018). Explaining the Internationalization of iBusiness Firms. In INTERNATIONAL ENTREPRENEURSHIP: THE PURSUIT OF OPPORTUNITIES ACROSS NATIONAL BORDERS (S. 217-264). DOI Author/Publisher URL

Herrmann, S., Ochoa, G., und Rothlauf, F. (2018). PageRank centrality for performance prediction : the impact of the local optima network model. Journal of heuristics, 24(3), Seiten: 243-264. Author/Publisher URL

Rothlauf, F. (2018). Representations for evolutionary algorithms. In H. E. Aguirre, K. Takadama (Hrsg.), GECCO (Companion) (S. 518-538). ACM. Author/Publisher URL

Schweim, D., Thorhauer, A., und Rothlauf, F. (2018). On the non-uniform redundancy of representations for grammatical evolution : the influence of grammars. In C. Ryan (Hrsg.), Handbook of grammatical evolution (S. Seiten: 55-78). Cham:Springer International Publishing - Springer. Author/Publisher URL

Schweim, D., und Rothlauf, F. (2018). An Analysis of the Bias of Variation Operators of Estimation of Distribution Programming. GECCO’18: PROCEEDINGS OF THE 2018 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 1191-1198. DOI Author/Publisher URL

Sobania, D., und Rothlauf, F. (2018). CovSel: A new approach for ensemble selection applied to symbolic regression problems. In H. E. Aguirre, K. Takadama (Hrsg.), GECCO ’18: Proceedings of the Genetic and Evolutionary Computation Conference (S. 529-536). ACM. DOI Author/Publisher URL

Bremser, C., Piller, G., und Rothlauf, F. Vorgehensweisen zur Einführung von Big Data in Unternehmen. Multikonferenz Wirtschaftsinformatik, Lüneburg.

Bremser, C., Piller, G., und Rothlauf, F. (2017). Strategies and Influencing Factors for Big Data Exploration. AMCIS 2017 PROCEEDINGS. Published. Author/Publisher URL

Castiello, C., Mencar, C., Lucarelli, M., und Rothlauf, F. (2017). Efficiency Improvement of DC* through a Genetic Guidance. 2017 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE). Published. Author/Publisher URL

Herrmann, S., Herrmann, M., Ochoa, G., und Rothlauf, F. (2017). Shaping Communities of Local Optima by Perturbation Strength. PROCEEDINGS OF THE 2017 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO’17), 266-273. DOI Author/Publisher URL

Probst, M., Rothlauf, F., und Grahl, J. (2017). Scalability of using Restricted Boltzmann Machines for combinatorial optimization. European journal of operational research, 256(2), Seiten: 368-383. Author/Publisher URL

Rothlauf, F. (2017). Representations for Evolutionary Algorithms. PROCEEDINGS OF THE 2017 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION (GECCO’17 COMPANION), 489-509. DOI Author/Publisher URL

Scholz, M., Pfeiffer, J., und Rothlauf, F. (2017). Using PageRank for non-personalized default rankings in dynamic markets. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 260(1), 388-401. DOI Author/Publisher URL

Seredynski, A., Steitz, W., und Rothlauf, F. (2017). Code-share connectivity within global airline alliances - How much potential is utilized?. JOURNAL OF AIR TRANSPORT MANAGEMENT, 65, 43-53. DOI Author/Publisher URL

Brouthers, K. D., Geisser, K. D., und Rothlauf, F. (2016). Explaining the internationalization of ibusiness firms. Journal of international business studies, 47(5), Seiten: 513-534. Author/Publisher URL

Celik, E., Ernst, C.-P. H., und Rothlauf, F. (2016). Antecedents of Willingness to Share Information in Supply Chain IS. In V. Nissen, D. Stelzer, S. Straßburger, und D. Fischer (Hrsg.), MKWI (S. 1503-1510). Universitätsverlag Ilmenau. Author/Publisher URL

Herrmann, S., Ochoa, G., und Rothlauf, F. (2016). Coarse-Grained Barrier Trees of Fitness Landscapes. In J. Handl, E. Hart, P. R. Lewis, et al. (Hrsg.), PPSN (Bde. 9921, S. 901-910). Springer. Author/Publisher URL

Huschens, M., Müller, H., Rothlauf, F., und Schunk, D. (2016). Effects of Performance Transparency in E-Learning Applications: A Field Study in Primary Schools. Multikonferenz Wirtschaftsinformatik, Ilmenau.

Rothlauf, F. (2016). Representations for Evolutionary Algorithms. PROCEEDINGS OF THE 2016 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE (GECCO’16 COMPANION), 413-434. DOI Author/Publisher URL

Rothlauf, F., Ernst, C.-P. H., und Scheurer, M. (2016). TV Series Characters Are Almost Like Friends to Me - The Influence of Perceived Belonging on TV Series Addiction. Dependence in/to TV Series, Nanterre.

Rothlauf, F., Wimmer, J., Ernst, C.-P. H., und Herrmann, S. (2016). Social Network Sites: The Influence of the Number of Friends on Social Capital. Multikonferenz Wirtschaftsinformatik, Ilmenau.

Seredynski, A., Grosche, T., und Rothlauf, F. (2016). Impact of timetable synchronisation on hub connectivity of European carriers. Journal of Airtransport Studies, 7(1), 71-94. Author/Publisher URL

Herrmann, S., Ochoa, G., und Rothlauf, F. Communities of Local Optima as Funnels in Fitness Landscapes. 325-331. DOI

Rothlauf, F. (2015). Representations for Evolutionary Algorithms. Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation, 345-366. DOI

Ernst, C.-P. H. (2015). The Influence of Perceived Belonging on Social Network Site Usage. 29-44. DOI

Ernst, C.-P. H., Hock, C., Rothlauf, F. (2015). Proposing a Research Model for Slot Machine Usage. AMCIS 2015 PROCEEDINGS. Published. Author/Publisher URL

Ernst, C.-P. H., Pfeiffer, J., Rothlauf, F. (2015). Privacy Protecting Behavior in Social Network Sites. 57-81. DOI

Ernst, C.-P. H., Pfeiffer, J., Rothlauf, F. (2015). The Influence of Social Curiosity on the Observing Behavior of Users on Social Network Sites. AMCIS 2015 PROCEEDINGS. Published. Author/Publisher URL

Golle, U., Rothlauf, F., Boysen, N. (2015). Iterative beam search for car sequencing. Annals of operations research, 226(1), Seiten: 239-254. Author/Publisher URL

Herrmann, S., Rothlauf, F. (2015). Predicting Heuristic Search Performance with PageRank Centrality in Local Optima Networks. GECCO’15: PROCEEDINGS OF THE 2015 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 401-408. DOI Author/Publisher URL

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. Journal of behavioral decision making, 28(3), Seiten: 262-280. Author/Publisher URL

Probst, M., Rothlauf, F. (2015). Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization. CoRR, abs/1509.06535.

Probst, M., Rothlauf, F. (2015). Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples. CoRR, abs/1509.01053.

Rothlauf, F. (2015). Design of Representations and Search Operators. In SPRINGER HANDBOOK OF COMPUTATIONAL INTELLIGENCE (S. 1061-1083). Author/Publisher URL

Thorhauer, A., Rothlauf, F. (2015). On the Bias of Syntactic Geometric Recombination in Genetic Programming and Grammatical Evolution. GECCO’15: PROCEEDINGS OF THE 2015 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 1103-1110. DOI Author/Publisher URL

Rothlauf, F. (2014). Representations for evolutionary algorithms. Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation, 323-344. DOI

Fink, A., Kliewer, N., Mattfeld, D., et al. (2014). Modellbasierte Entscheidungsunterstützung in Produktions- und Dienstleistungsnetzwerken. WIRTSCHAFTSINFORMATIK, 56(1), 21-29. DOI

Fink, A., Kliewer, N., Mattfeld, D., et al. (2014). Model-Based Decision Support in Manufacturing and Service Networks. BUSINESS & INFORMATION SYSTEMS ENGINEERING, 6(1), 17-24. DOI Author/Publisher URL

Goertz, T., Pfeiffer, J., Schmidt, H., Rothlauf, F. (2014). Integrating keyword advertising and dynamic pricing for an online market place (D. Huisman, Hrsg.; S. Seiten: 145-152). Cham:Springer International Publishing.

Golle, U., Rothlauf, F., Boysen, N. (2014). Car sequencing versus mixed-model sequencing : a computational study. European journal of operational research, 237(1), Seiten: 50-61. Author/Publisher URL

Herrmann, S., Grahl, J., Rothlauf, F. (2014). Problem Complexity in Parallel Problem Solving. CoRR, abs/1403.6330.

Pfeiffer, J., Benbasat, I., Rothlauf, F. (2014). Minimally Restrictive Decision Support Systems. In M. D. Myers und D. W. Straub (Hrsg.), ICIS. Association for Information Systems. Author/Publisher URL

Pfeiffer, J., Meißner, M., Brandstätter, E., et al. (2014). On the influence of context-based complexity on information search patterns : an individual perspective. Journal of neuroscience, psychology, and economics, 7(2), Seiten: 103-124. Author/Publisher URL

Probst, M., Rothlauf, F., Grahl, J. (2014). An Implicitly Parallel EDA Based on Restricted Boltzmann Machines. GECCO’14: PROCEEDINGS OF THE 2014 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, 1055-1062. DOI Author/Publisher URL

Rothlauf, F., Ernst, C.-P. H., Edel, K. (2014). Students’ Acceptance of ELearning Technologies: Combining the Technology Acceptance Model with the Didactic Circle. Americas Conference on Information Systems. Author/Publisher URL

Rothlauf, F., Graf, N. (2014). Influencing supporters’ attitudes towards NGO-firm collaborations. Competitive paper session.

Rothlauf, F., Herrmann, S., Grahl, J. (2014). Problem Complexity in Parallel Problem Solving. International Workshop on Modeling, Analysis and Management of Social Networks and their Applications. Author/Publisher URL

Seredyński, A., Rothlauf, F., Grosche, T. (2014). An airline connection builder using maximum connection lag with greedy parameter selection. Journal of air transport management, 36, Seiten: 120-128. Author/Publisher URL

Thorhauer, A., Rothlauf, F. (2014). On the Locality of Standard Search Operators in Grammatical Evolution. PARALLEL PROBLEM SOLVING FROM NATURE - PPSN XIII, 8672, 465-475. Author/Publisher URL

Bläsi, C., und Rothlauf, F. (2013). On the interoperability of ebook formats. Brussels:European and international booksellers federation. DOI Author/Publisher URL

Ernst, C.-P. H., Pfeiffer, J., und Rothlauf, F. (2013). The Influence of Perceived Belonging on Social Network Site Adoption <i>Completed Research Paper</i>. AMCIS 2013 PROCEEDINGS. Published. Author/Publisher URL

Hielscher, M., Hartmann, W., und Rothlauf, F. (2013). Entwicklung eines Autorenwerkzeuges für digitale, multimediale und interaktive Lernbausteine im Web 2.0. In A. Breiter und C. Rensing (Hrsg.), DeLFI: Bd. P-218 (S. 203-214). GI. Author/Publisher URL

Hielscher, M., Hartmann, W., und Rothlauf, F. (2013). LearningApps.org: multimediale und interaktive Lernbausteine im Web 2.0. Computer & Unterricht, 2013(89), 42-45.

Rothlauf, F., Ernst, C.-P. H., und Pfeiffer, J. (2013). The Influence of Perceived Belonging on Social Network Site Adoption. AMCIS 2013 Proceedings. Americas Conference on Information Systems. Author/Publisher URL

Thorhauer, A., und Rothlauf, F. (2013). Structural difficulty in grammatical evolution versus genetic programming (C. Blum, Hrsg.; S. Seiten: 997-1004). New York, NY:ACM. Author/Publisher URL

Graf, N. F. S., und Rothlauf, F. (2012). Firm-NGO collaborations. Zeitschrift für Betriebswirtschaft, 82(S6), 103-125. DOI

Rothlauf, F. (2012). Representations for evolutionary algorithms. Proceedings of the 14th annual conference companion on Genetic and evolutionary computation, 873-894. DOI

Heimbach, I., Grahl, J., und Rothlauf, F. (2012). The effects of state-dependent human behavior on the design of a serial line. Zeitschrift für Betriebswirtschaft, 82(7-8), 745-762. DOI

Pfeiffer, J., Probst, M., Steitz, W., und Rothlauf, F. (2012). Inferring decision strategies from clickstreams in decision support systems: a new process-tracing approach using state machines. Zeitschrift für Betriebswirtschaft, 82(S4), 25-46. DOI

Rothlauf, F., und Ernst, C.-P. H. (2012). Potenzielle Erfolgsfaktoren von SaaS-Unternehmen (D. Mattfeld und S. Robra-Bissantz, Hrsg.; S. 587-598). GITO Verlag.

Rothlauf, F., und Ernst, C.-P. H. (2012). SaaS-Geschäftsmodelle: Alle gleich, alle verschieden? (D. Mattfeld und S. Robra-Bissantz, Hrsg.; S. 551-558). GITO Verlag.

Rothlauf, F., und Graf, N. (2012). Being Unfaithful or Staying True To Its Mission: How an NGO Can Influence Its Supporters. 38th European International Business Academy Annual Conference, Brighton.

Rothlauf, F., und Grahl, J. (2012). Social contagion: Seeding strategies under incomplete information (S. Aral, F. Provost, und A. Sundararajan, Hrsg.).

Steitz, W., und Rothlauf, F. (2012). Edge Orientation and the Design of Problem-Specific Crossover Operators for the OCST Problem. IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 16(1), 108-116. DOI Author/Publisher URL

Steitz, W., und Rothlauf, F. (2012). Using penalties instead of rewards: Solving OCST problems with guided local search. SWARM AND EVOLUTIONARY COMPUTATION, 3, 46-53. DOI Author/Publisher URL

Rothlauf, F. (2011). Representations for evolutionary algorithms. Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, 1191-1212. DOI

Boysen, N., Golle, U., Rothlauf, F. (2011). The car resequencing problem with pull-off tables. Business research, 4(2), Seiten: 276-292.

Derigs, U., Gottlieb, J., Kalkoff, J., et al. (2011). Vehicle routing with compartments : applications, modelling and heuristics. OR spectrum, 33(4), Seiten: 885-914. Author/Publisher URL

Rothlauf, F. (2011). Design of Modern Heuristics. Springer Berlin Heidelberg. DOI Author/Publisher URL

Rothlauf, F., Nikolaeva, I., Grahl, J. (2011). The Effects of Human State-Dependent Behavior on Work Allocation in Serial Lines. 73. Wissenschaftliche Jahrestagung des Verbandes der Hochschullehrer für Betriebswirtschaft e.V.

Rothlauf, F., Pfeiffer, J., Steitz, W., Probst, M. (2011). Inferring Decision Strategies from Clickstreams in Decision Support Systems: A new Process-Tracing Approach using State Machines. 73. Wissenschaftliche Jahrestagung des Verbandes der Hochschullehrer für Betriebswirtschaft e.V.

Steitz, W., Rothlauf, F. (2011). Guided local search for the optimal communication spanning tree problem. Seiten: 51-52.

Woerle de Lima, T., Delbem, C. A., Rothlauf, F. (2011). Analysis of properties of recombination operators proposed for the node-depth encoding. Seiten: 137-138.

Rothlauf, F. (2010). Representations for evolutionary algorithms. Proceedings of the 12th annual conference companion on Genetic and evolutionary computation, 2535-2556. DOI

Golle, U., Boysen, N., und Rothlauf, F. (2010). Analysis and design of sequencing rules for car sequencing. European journal of operational research, 206(3), Seiten: 579-585. Author/Publisher URL

Steitz, W., und Rothlauf, F. (2010). Solving OCST problems with problem-specific guided local search. Seiten: 301-302.

Pfeiffer, J., Duzevik, D., Rothlauf, F., und Yamamoto, K. (2009). A genetic algorithm for analyzing choice behavior with mixed decision strategies. Proceedings of the 11th Annual conference on Genetic and evolutionary computation, 1585-1592. DOI

Grahl, J., Minner, S., und Rothlauf, F. (2009). Decomposition of Dynamic Single-Product and Multi-product Lotsizing Problems and Scalability of EDAs. In A. Fink und F. Rothlauf (Hrsg.), Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management (S. 231-251). Berlin Heidelberg:Springer. DOI

Pfeiffer, J., Riedl, R., und Rothlauf, F. (2009). On the Relationship between Interactive Decision Aids and Decision Strategies: A Theoretical Analysis. In H. R. Hansen, D. Karagiannis, und H.-G. Fill (Hrsg.), Wirtschaftsinformatik (2) (Bde. 247, S. 161-176). Österreichische Computer Gesellschaft. Author/Publisher URL

Rothlauf, F. (2009). An encoding in metaheuristics for the minimum communication spanning Tree problem. INFORMS journal on computing, 21(4), Seiten: 575-584. Author/Publisher URL

Rothlauf, F. (2009). On optimal solutions for the optimal communication spanning tree problem. Operations research, 57(2), Seiten: 413-425. Author/Publisher URL

Rothlauf, F. (2009). On the bias and performance of the edge-set encoding. IEEE transactions on evolutionary computation, 13(3), Seiten: 486-499. Author/Publisher URL

Rothlauf, F., Giacobini, M., Brabazon, A., … Yang, S. (Hrsg.). (2009). Applications of Evolutionary Computing (Lecture Notes on Computer Science, Bde. 5484). Springer Science & Business Media.

Rothlauf, F., … Raidl, G. (Hrsg.). (2009). GECCO-2009 Proceedings of the Genetic and Evolutionary Computation Conference. ACM Press.

Steitz, W., und Rothlauf, F. (2009). New insights into the OCST problem: Integrating Node Degrees and their Location in the Graph. Proceedings of the 11th Annual conference on Genetic and evolutionary computation - GECCO ’09. Published. ACM Genetic and Evolutionary Computation Conference (GECCO 2009). DOI

Deibert, S., Heinzl, A., Rothlauf, F. (2008). The Impact Logic of Mobile Technology Usage on Job Production. In I. Benbasat und A. R. Montazemi (Hrsg.), AMCIS (S. 160-160). Association for Information Systems. Author/Publisher URL

Fink, A., … Rothlauf, F. (Hrsg.). (2008). Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management (Studies in Computational Intelligence, Bde. 144). Springer Berlin Heidelberg. DOI Author/Publisher URL

Hildenbrand, T., Rothlauf, F., Geisser, M., et al. (2008). Approaches to Collaborative Software Development. 2008 International Conference on Complex, Intelligent and Software Intensive Systems, 523-528. DOI

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 und M. Keijzer (Hrsg.), GECCO (S. 969-976). ACM. Author/Publisher URL

Pfeiffer, J., Golle, U., Rothlauf, F. (2008). Reference point based multi-objective evolutionary algorithms for group decisions. In C. Ryan und M. Keijzer (Hrsg.), GECCO (S. 697-704). ACM. Author/Publisher URL

Rothlauf, F., Giacobini, M., Brabazon, A., … Yang, S. (Hrsg.). (2008). Applications of Evolutionary Computing 2008 (Lecture Notes on Computer Science, Bde. 4974). Springer Science & Business Media.

Steitz, W., Rothlauf, F. (2008). Orientation matters: how to efficiently solve ocst problems with problem-specific EAs. In C. Ryan und M. Keijzer (Hrsg.), GECCO (S. 563-570). ACM. Author/Publisher URL

Geisser, M., Hildenbrand, T., Rothlauf, F., Atkinson, C. (2007). An Evaluation Method for Requirements Engineering Approaches in Distributed Software Development Projects. International Conference on Software Engineering Advances (ICSEA 2007), 39-39. DOI

Pfeiffer, J., Rothlauf, F. (2007). Analysis of greedy heuristics and weight-coded eas for multidimensional knapsack problems and multi-unit combinatorial auctions. Proceedings of the 9th annual conference on Genetic and evolutionary computation, 1529-1529. DOI

Beimborn, D., Fladung, R. B., Rothlauf, F. (2007). How to Configure Cost-optimal Procurement Consortia for Academic Libraries. In J. A. Hoxmeier und S. C. Hayne (Hrsg.), AMCIS (S. 316-316). Association for Information Systems. Author/Publisher URL

Berkling, K., Geisser, M., Hildenbrand, T., Rothlauf, F. (2007). Offshore Software Development: Transferring Research Findings into the Classroom. In B. Meyer und M. Joseph (Hrsg.), SEAFOOD (Bde. 4716, S. 1-18). Springer. Author/Publisher URL

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. (Hrsg.), Wirtschaftsinformatik (1) (S. 291-308). Universitaetsverlag Karlsruhe. Author/Publisher URL

Bosman, P. A. N., Grahl, J., Rothlauf, F. (2007). SDR: a better trigger for adaptive variance scaling in normal EDAs. In H. Lipson (Hrsg.), GECCO (S. 492-499). ACM. Author/Publisher URL

Bosman, P. A. N., Grahl, J., Rothlauf, F. (2007). SDR: A better Trigger for Adaptive Variance Scaling in normal EDAs. Proceedings of the 9th annual conference on Genetic and evolutionary computation - GECCO ’07, 492-499. DOI

Butter, T., Rothlauf, F., Grahl, J., et al. (2007). Genetic Algorithms for Finding Optimal Strategies for a Student’s Game. 2007 IEEE Symposium on Computational Intelligence and Games, 346-351. DOI

Geisser, M., Heinzl, A., Hildenbrand, T., Rothlauf, F. (2007). Verteiltes, internetbasiertes Requirements-Engineering. Wirtschaftsinformatik, 49(3), Seiten: 199-207. Author/Publisher URL

Grosche, T., Rothlauf, F., Heinzl, A. (2007). Gravity models for airline passenger volume estimation. Journal of air transport management, 13(4), Seiten: 175-183. Author/Publisher URL

Hildenbrand, T., Rothlauf, F., Heinzl, A. (2007). Ansätze zur kollaborativen Softwareerstellung. Wirtschaftsinformatik, 49(Sonderheft), Seiten: 72-80.

Hildenbrand, T., Rothlauf, F., Heinzl, A. (2007). Approaches to collaborative software development. WIRTSCHAFTSINFORMATIK, 49, 72-80. Author/Publisher URL

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 (Hrsg.), OR (S. 153-158). Springer. Author/Publisher URL

Rothlauf, F. (2007). Design and Application of Metaheuristics [PhD Thesis].

Rothlauf, F. (2007). Konzeption und Implementierung eines Planungssystems für Schnittstellentests. In A. Oberweis, C. Weinhardt, H. Gimpel, et al. (Hrsg.), Wirtschaftsinformatik (2) (S. 483-500). Universitaetsverlag Karlsruhe. Author/Publisher URL

Rothlauf, F., Giacobini, M., Brabazon, A., … Yang, S. (Hrsg.). (2007). Applications of Evolutionary Computing (Lecture Notes on Computer Science, Bde. 4448). Springer Science & Business Media.

Rothlauf, F., Deibert, S. (2007). On the Bene t of Using Mobile Technologies in Business Processes (P. Cunningham und M. Cunningham, Hrsg.; Nummer Exploiting the Knowledge Economy - Issues, Applications, Case Studies, S. 1721-1728). IOS Press.

Rothlauf, F., Branke, J., Cagnoni, S., et al. (2006). Applications of Evolutionary Computing EvoWorkshops 2006: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoINTERACTION, EvoMUSART, and EvoSTOC, Budapest, Hungary, April 10-12, 2006, Proceedings (Lecture Notes on Computer Science, Bde. 3907). Springer Science & Business Media.

Butter, T., Deibert, S., Rothlauf, F. (2006). Using Private and Public Context - An Approach for Mobile Discovery and Search Services. In T. Kirste, B. König-Ries, K. Pousttchi, und K. Turowski (Hrsg.), MMS: Bd. P-76 (S. 144-155). GI. Author/Publisher URL

Butter, T., Rothlauf, F., Grahl, J., et al. (2006). Genetic algorithms and mixed integer linear programs for optimal strategies in a student’s "sports" activity. In M. Cattolico (Hrsg.), GECCO (S. 1853-1854). ACM. Author/Publisher URL

Grahl, J., Bosman, P. A. N., Rothlauf, F. (2006). The correlation-triggered adaptive variance scaling IDEA. In M. Cattolico (Hrsg.), GECCO (S. 397-404). ACM. Author/Publisher URL

Rothlauf, F. (2006). Representations for genetic and evolutionary algorithms (2. Aufl., S. 325 S.). Berlin u.a.:Springer.

Rothlauf, F., Oetzel, M. (2006). On the locality of grammatical evolution (P. Collet, Hrsg.; S. Seiten: 320-330). Berlin:Springer.

Rothlauf, F., Thierens, D. (2006). Guest editorial special section on analysis and design of representations and operators. Ieee transactions on evolutionary computation, 10(2), Seiten: 105-107. Author/Publisher URL

Zöller, A., Braubach, L., Pokahr, A., et al. (2006). Evaluation of a Multi-Agent System for Hospital Patient Scheduling. International Transactions on Systems Science and Applications, 1(4), 375-380.

Rothlauf, F., Branke, J., Cagnoni, S., … Corne, D. W. (Hrsg.). (2005). Applications of Evolutionary Computing Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC (Lecture Notes on Computer Science, Bde. 3449). Heidelberg:Springer Science & Business Media. DOI Author/Publisher URL

Grahl, J., Minner, S., und Rothlauf, F. (2005). Behaviour of UMDAc with truncation selection on monotonous functions. Congress on Evolutionary Computation, 2553-2559. Author/Publisher URL

Reichelt, D., und Rothlauf, F. (2005). Reliable communication network design with evolutionary algorithms. International journal of computational intelligence and applications, 5(2), Seiten: 1-16.

Reichelt, D., und Rothlauf, F. (2005). Verfahren zur Bestimmung der Zuverlässigkeit von Kommunikationsnetzwerken: Eine Studie zu exakten und approximativen Verfahren. In H. Federrath (Hrsg.), Sicherheit: Bd. P-62 (S. 89-100). GI. Author/Publisher URL

Rothlauf, F. (Hrsg.). (2005). GECCO Workshop Proceedings of the Annual Conference on Genetic and Evolutionary Computation. ACM Press.

Rothlauf, F., Schunk, D., und Pfeiffer, J. (2005). Classification of Human Decision Behavior: Finding Modular Decision Rules with Genetic Algorithms (H.-G. Beyer, Hrsg.; S. 2021-2028). ACM Press. DOI

Rothlauf, F., und Tzschoppe, C. (2005). Making the edge-set encoding fly by controlling the bias of its crossover operator. EVOLUTIONARY COMPUTATION IN COMBINATORIAL OPTIMIZATION, PROCEEDINGS, 3448, 202-212. Author/Publisher URL

Grahl, J., und Rothlauf, F. (2004). PolyEDA: Combining estimation of distribution algorithms and linear inequality constraints. GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2004, PT 1, PROCEEDINGS, 3102, 1174-1185. Author/Publisher URL

Reichelt, D., Rothlauf, F., und Gmilkowsky, P. (2004). Designing reliable communication networks with a genetic algorithm using a repair heuristic. EVOLUTIONARY COMPUTATION IN COMBINATORIAL OPTIMIZATION, PROCEEDINGS, 3004, 177-187. Author/Publisher URL

Rothlauf, F. (2004). OptiNet: Ein Optimierungswerkzeug für baumförmige Netzwerkprobleme (L. Suhl und S. Voß, Hrsg.; S. 15-34).

Rothlauf, F., Paulussen, T. O., und Heinzl, A. (2004). Service - Applications of Software Agents. Künstliche Intell., 18, 42-42.

Rothlauf, F., Raidl, G. R., Cagnoni, S., … Squillero, G. (Hrsg.). (2004). Applications of Evolutionary Computing (Lecture Notes on Computer Science, Bde. 3005). Springer Science & Business Media.

Rothlauf, F., und Heinzl, A. (2004). Gasteditorial. KI - Künstliche Intelligenz, 18, 4-4. Author/Publisher URL

Rothlauf, F., … Heinzl, A. (Hrsg.). (2004). Application of Software Agents: Bd. 2/2004. arenaDTaP Verlag.

Tzschoppe, C., Rothlauf, F., und Pesch, H. J. (2004). The edge-set encoding revisited: On the bias of a direct representation for trees. GENETIC AND EVOLUTIONARY COMPUTATION GECCO 2004 , PT 2, PROCEEDINGS, 3103, 258-270. Author/Publisher URL

Rothlauf, F. (2003). On the locality of representations of Integers on the Performance of Selectorecombinative Genetic Algorithms. GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT II, PROCEEDINGS, 2724, 1608-1609.

Rothlauf, F. (2003). Population sizing for the redundant trivial voting mapping. GENETIC AND EVOLUTIONARY COMPUTATION - GECCO 2003, PT II, PROCEEDINGS, 2724, 1307-1319. Author/Publisher URL

Rothlauf, F., und David E. Goldberg. (2003). Redundant representations in evolutionary computation. Evolutionary computation, 11(4), Seiten: 381-415.

Schwind, M., Stockheim, T., und Rothlauf, F. Optimization heuristics for the combinatorial auction problem. The 2003 Congress on Evolutionary Computation, 2003. CEC ’03., 1588-1595. DOI

Rothlauf, F. (2002). Binary Representations of Integers and the Performance of Selectorecombinative Genetic Algorithms. In J. J. M. Guervós, P. Adamidis, H.-G. Beyer, et al. (Hrsg.), PPSN (Bde. 2439, S. 99-110). Springer. Author/Publisher URL

Rothlauf, F. (2002). Representations for Genetic and Evolutionary Algorithms (Studies in Fuzziness and Soft Computing, Bde. 104). Heidelberg:Springer. DOI Author/Publisher URL

Rothlauf, F. (2002). The Influence Of Binary Representations Of Integers On The Performance Of Selectorecombinative Genetic Algorithms. In W. B. Langdon, E. Cantú-Paz, K. E. Mathias, et al. (Hrsg.), GECCO (S. 695-695). Morgan Kaufmann. Author/Publisher URL

Rothlauf, F., Goldberg, D., und Heinzl, A. (2002). Network random keys : a tree network representation scheme for genetic and evolutionary algorithms. Evolutionary computation, 10(1), Seiten: 75-97.

Schindler, B., Rothlauf, F., und Pesch, H. J. (2002). Evolution strategies, network random keys, and the one-max tree problem. APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS, 2279, 143-152. Author/Publisher URL

Gaube, T., und Rothlauf, F. (2001). The link and node biased encoding revisited: Bias and adjustment of parameters. APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS, 2037, 1-10. Author/Publisher URL

Grosche, T., Heinzl, A., und Rothlauf, F. (2001). A conceptual approach for simultaneous flight schedule construction with genetic algorithms. APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS, 2037, 257-267. Author/Publisher URL

Paulussen, T. O., Rothlauf, F., und Heinzl, A. (2001). Konzeption eines Koordinationsmechanismus zur dezentralen Ablaufplanung in medizinischen Behandlungspfaden (MEDPACO). In H. U. Buhl, A. Huther, und B. Reitwiesner (Hrsg.), Wirtschaftsinformatik (S. 62-62). Physica Verlag / Springer. Author/Publisher URL

Rothlauf, F. (2001). Towards a Theory of Representations for Genetic and Evolutionary Algorithms - Development of Basic Concepts and their Application to Binary and Tree Representations [PhD Thesis].

Rothlauf, F. (2001). Towards a theory of representations for genetic and evolutionary algorithms: development of basic concepts and their application to binary and tree representations.: Bd. D-2 (H. Beilner, H. Fiedler, O. Günther, et al., Hrsg.; S. 157-167). GI. Author/Publisher URL

Rothlauf, F., Gottlieb, J., Julstrom, B., und Raidl, G. (2001). Prüfer Numbers: A Poor Representation of Spanning Trees for Evolutionary Search (W. B. Langdon, Hrsg.; S. 343-350). Morgan Kaufmann Publishers.

Rothlauf, F., und Schmitt, F. (2001). On the Importance of the Second Largest Eigenvalue on the Convergence Rate of Genetic Algorithms (W. B. Langdon, Hrsg.; S. 559-564). Morgan Kaufmann Publishers.

Rothlauf, F., Goldberg, D. E., und Heinzl, A. (2000). Bad Codings and the Utility of Well-Designed Genetic Algorithms. In L. D. Whitley, D. E. Goldberg, E. Cantú-Paz, et al. (Hrsg.), GECCO (S. 355-364). Morgan Kaufmann. Author/Publisher URL

Rothlauf, F., und 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. (Hrsg.), Parallel Problem Solving from Nature PPSN VI (S. 395-404). Heidelberg:Springer. DOI

Rothlauf, F. (1999). Tree Network Design with Genetic Algorithms - An Investigation in the Locality of the Pruefernumber Encoding. In S. Brave und A. S. Wu (Hrsg.), Late Breaking Papers at the 1999 Genetic and Evolutionary Computation Conference (S. 238-244). Orlando, Florida:.

Rothlauf, F. (1997). Impulsverkürzung für die Maximum-Likelihood Sequenzschätzung und Mehrträgerübertragungsverfahren. [PhD Thesis].

Rothlauf, F. (1996). Erweiterung eines Hochstrombrückengleichrichters [Undergraduate Dissertation].

Bremser, C., Piller, G., und Rothlauf, F. How Smart Cities Explore New Technologies. Proceedings on Perspectives in Business Informatics Research - 18th International Conference, 1-15.

Grosche, T., und Rothlauf, F. Simultaneous Airline Scheduling. In Studies in Computational Intelligence (S. 81-108). Springer Berlin Heidelberg. DOI

Reichelt, D., und Rothlauf, F. CURE: Eine Reparaturheuristik für die Planung ökonomischer und zuverlässiger Kommunikationsnetzwerke mit Hilfe von heuristischen Optimierungsverfahren. 283-294. DOI

Sobania, D. On the Generalizability of Programs Synthesized by Grammar-Guided Genetic Programming. Proceedings of 24th European Conference on Genetic Programming, 12691, 130-145. DOI

Zielonka, J. T., Rothlauf, F., und Heigl, R. From Block to TOE: Analyzing Opportunities of Blockchain Technologies in the Automotive Industry. In 2022 IEEE/ACIS 22nd International Conference on Computer and Information Science (ICIS). Author/Publisher URL