Publikationen

2021

Hermes, H., Huschens, M., Rothlauf, F., und Schunk, D. (2021). Motivating low-achievers—Relative performance feedback in primary schools. Journal of Economic Behavior & Organization, 187, 45-59. https://doi.org/10.1016/j.jebo.2021.04.004
Schweim, D., Wittenberg, D., und Rothlauf, F. (2021). On sampling error in genetic programming. Natural Computing. Published online. https://doi.org/10.1007/s11047-020-09828-w
Huschens, M., Ernst, C.-P. H., und Rothlauf, F. (2021). Individual Rank and Response: Survey-Based Evidence on the Effects of Rank-Based Performance Feedback. HICSS, 1-10. https://scholarspace.manoa.hawaii.edu/handle/10125/72112
Zielonka, J. T., und 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. https://scholarspace.manoa.hawaii.edu/handle/10125/72112

2020

Herm-Stapelberg, N., und Rothlauf, F. (2020). The Crowd Against the Few: Measuring the Impact of Expert Recommendations Decision Support Systems. Decision Support Systems. Published online. https://doi.org/10.1016/j.dss.2020.113345
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. https://doi.org/10.1145/3377930.3390180
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. https://jmlr.org/papers/volume21/16-543/16-543.pdf
Sobania, D., und Rothlauf, F. (2020). Challenges of Program Synthesis with Grammatical Evolution. Proceedings of 23rd European Conference on Genetic Programming, 211-227. https://doi.org/10.1007/978-3-030-44094-7
Rothlauf, F. (2020). Representations for evolutionary algorithms. In C. A. C. Coello (Hrsg.), GECCO Companion (S. 526-546). ACM. https://doi.org/10.1145/3377929
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. In B. B. Anderson, J. Thatcher, R. D. Meservy, et al. (Hrsg.), AMCIS. Association for Information Systems. http://aisel.aisnet.org/amcis2020/

2019

Sotto, L. F. D. P., und Rothlauf, F. (2019, Juli 13). On the role of non-effective code in linear genetic programming. Proceedings of the Genetic and Evolutionary Computation Conference. Published. GECCO ’19: Genetic and Evolutionary Computation Conference. https://doi.org/10.1145/3321707.3321822
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. https://doi.org/10.24251/hicss.2019.176
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. https://doi.org/10.1145/3321707.3321738?cid=81100197550

2018

Rothlauf, F. (2018, Juli 6). Representations for evolutionary algorithms. Proceedings of the Genetic and Evolutionary Computation Conference Companion. Published. GECCO ’18: Genetic and Evolutionary Computation Conference. https://doi.org/10.1145/3205651.3207881
Schweim, D., und Rothlauf, F. (2018, Juli 2). An analysis of the bias of variation operators of estimation of distribution programming. Proceedings of the Genetic and Evolutionary Computation Conference. Published. GECCO ’18: Genetic and Evolutionary Computation Conference. https://doi.org/10.1145/3205455.3205582
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. http://aisel.aisnet.org/bled2018/
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. http://dx.doi.org/10.1007/s10732-017-9333-1
Rothlauf, F. (2018). Representations for evolutionary algorithms. In H. E. Aguirre, K. Takadama (Hrsg.), GECCO (Companion) (S. 518-538). ACM. https://doi.org/10.1145/3205651
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). Springer International Publishing - Springer. http://dx.doi.org/10.1007/978-3-319-78717-6_3
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. https://doi.org/10.1145/3205455
Bremser, C., Piller, G., und Rothlauf, F. Vorgehensweisen zur Einführung von Big Data in Unternehmen. Multikonferenz Wirtschaftsinformatik, Lüneburg.

2017

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. https://doi.org/10.1016/j.jairtraman.2017.08.002
Rothlauf, F. (2017, Juli 15). Representations for evolutionary algorithms. Proceedings of the Genetic and Evolutionary Computation Conference Companion. Published. GECCO ’17: Genetic and Evolutionary Computation Conference. https://doi.org/10.1145/3067695.3067718
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. https://doi.org/10.1016/j.ejor.2016.12.022
Castiello, C., Mencar, C., Lucarelli, M., und Rothlauf, F. (2017, Juli). Efficiency improvement of DC∗ through a Genetic Guidance. 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). Published. 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE). https://doi.org/10.1109/fuzz-ieee.2017.8015585
Herrmann, S., Herrmann, M., Ochoa, G., und Rothlauf, F. (2017, Juli). Shaping communities of local optima by perturbation strength. Proceedings of the Genetic and Evolutionary Computation Conference. Published. GECCO ’17: Genetic and Evolutionary Computation Conference. https://doi.org/10.1145/3071178.3071243
Bremser, C., Piller, G., und Rothlauf, F. (2017). Strategies and Influencing Factors for Big Data Exploration. AMCIS. http://aisel.aisnet.org/amcis2017/
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. http://dx.doi.org/10.1016/j.ejor.2016.06.066

2016

Rothlauf, F. (2016, Juli 20). Representations for Evolutionary Algorithms. Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. Published. GECCO ’16: Genetic and Evolutionary Computation Conference. https://doi.org/10.1145/2908961.2926981
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. http://dx.doi.org/10.1057/jibs.2015.20
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. https://doi.org/10.1007/978-3-319-45823-6
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., 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. http://etem.aegean.gr/index.php/en/etem-en/publications/item/147-journal-of-air-transport-studies-volume-7-number-1-winter-2016
Herrmann, S., Ochoa, G., und Rothlauf, F. Communities of Local Optima as Funnels in Fitness Landscapes. 325-331. https://doi.org/10.1145/2908812.2908818

2015

Herrmann, S., Rothlauf, F. (2015, Juli 11). Predicting Heuristic Search Performance with PageRank Centrality in Local Optima Networks. Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation. Published. GECCO ’15: Genetic and Evolutionary Computation Conference. https://doi.org/10.1145/2739480.2754691
Rothlauf, F. (2015, Juli 11). Representations for Evolutionary Algorithms. Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation. Published. GECCO ’15: Genetic and Evolutionary Computation Conference. https://doi.org/10.1145/2739482.2756593
Thorhauer, A., Rothlauf, F. (2015, Juli 11). On the Bias of Syntactic Geometric Recombination in Genetic Programming and Grammatical Evolution. Proceedings of the 2015 Annual Conference on Genetic and Evolutionary Computation. Published. GECCO ’15: Genetic and Evolutionary Computation Conference. https://doi.org/10.1145/2739480.2754726
Ernst, C.-P. H. (2015). The Influence of Perceived Belonging on Social Network Site Usage. 29-44. https://doi.org/10.1007/978-3-658-09918-3_3
Ernst, C.-P. H., Hock, C., Rothlauf, F. (2015). Proposing a Research Model for Slot Machine Usage. AMCIS. http://aisel.aisnet.org/amcis2015/
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. http://aisel.aisnet.org/amcis2015/
Ernst, C.-P. H., Pfeiffer, J., Rothlauf, F. (2015). Privacy Protecting Behavior in Social Network Sites. 57-81. https://doi.org/10.1007/978-3-658-09918-3_5
Golle, U., Rothlauf, F., Boysen, N. (2015). Iterative beam search for car sequencing. Annals of operations research, 226(1), Seiten: 239-254. http://dx.doi.org/10.1007/s10479-014-1733-0
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. http://dx.doi.org/10.1002/bdm.1847
Rothlauf, F. (2015). Design of Representations and Search Operators. In Springer Handbook of Computational Intelligence (S. 1061-1083). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-662-43505-2_53

2014

Probst, M., Rothlauf, F., Grahl, J. (2014, Juli 12). An implicitly parallel EDA based on restricted boltzmann machines. Proceedings of the 2014 Annual Conference on Genetic and Evolutionary Computation. Published. GECCO ’14: Genetic and Evolutionary Computation Conference. https://doi.org/10.1145/2576768.2598273
Rothlauf, F. (2014, Juli 12). Representations for evolutionary algorithms. Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation. Published. GECCO ’14: Genetic and Evolutionary Computation Conference. https://doi.org/10.1145/2598394.2605340
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. https://doi.org/10.1007/s12599-013-0310-4
Fink, A., Kliewer, N., Mattfeld, D., et al. (2014). Modellbasierte Entscheidungsunterstützung in Produktions- und Dienstleistungsnetzwerken. WIRTSCHAFTSINFORMATIK, 56(1), 21-29. https://doi.org/10.1007/s11576-013-0402-2
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). 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. http://dx.doi.org/10.1016/j.ejor.2014.01.012
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. http://aisel.aisnet.org/icis2014/
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. http://dx.doi.org/10.1037/npe0000021
Rothlauf, F. (2014). Representations for evolutionary algorithms. In D. V. Arnold und E. Alba (Hrsg.), GECCO (Companion) (S. 323-344). ACM. http://dl.acm.org/citation.cfm?id=2598394
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. http://aisel.aisnet.org/amcis2014/Posters/%20ISEducation/3/
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. http://arxiv.org/abs/1403.6330
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. http://dx.doi.org/10.1016/j.jairtraman.2014.01.005
Thorhauer, A., Rothlauf, F. (2014). On the Locality of Standard Search Operators in Grammatical Evolution. In T. Bartz-Beielstein, J. Branke, B. Filipic, und J. Smith (Hrsg.), PPSN (Bde. 8672, S. 465-475). Springer. https://doi.org/10.1007/978-3-319-10762-2

2013

Bläsi, C., und Rothlauf, F. (2013). On the interoperability of ebook formats. European and international booksellers federation. https://doi.org/10.25358/openscience-797
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. https://dl.gi.de/handle/20.500.12116/21019
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. http://aisel.aisnet.org/amcis2013/SocialTechnicalIssues/GeneralPresentations/11/
Thorhauer, A., und Rothlauf, F. (2013). Structural difficulty in grammatical evolution versus genetic programming (C. Blum, Hrsg.; S. Seiten: 997-1004). ACM. http://dx.doi.org/10.1145/2463372.2463491

2012

Graf, N. F. S., und Rothlauf, F. (2012). Firm-NGO collaborations. Zeitschrift für Betriebswirtschaft, 82(S6), 103-125. https://doi.org/10.1007/s11573-012-0628-2
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. https://doi.org/10.1007/s11573-012-0589-5
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. https://doi.org/10.1007/s11573-012-0581-0
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. https://doi.org/10.1016/j.swevo.2011.10.003
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. https://doi.org/10.1109/TEVC.2010.2093580
Rothlauf, F. (2012). Representations for evolutionary algorithms. Proceedings of the Fourteenth International Conference on Genetic and Evolutionary Computation Conference Companion - GECCO Companion ’12. Published. the fourteenth international conference. https://doi.org/10.1145/2330784.2330921
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.).

2011

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. http://dx.doi.org/10.1007/s00291-010-0194-3
Rothlauf, F. (2011). Design of Modern Heuristics. Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-72962-4
Rothlauf, F. (2011). Representations for evolutionary algorithms. Proceedings of the 13th Annual Conference Companion on Genetic and Evolutionary Computation - GECCO ’11. Published. the 13th annual conference companion. https://doi.org/10.1145/2001858.2002132
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.

2010

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. http://dx.doi.org/10.1016/j.ejor.2010.03.019
Rothlauf, F. (2010). Representations for evolutionary algorithms. Proceedings of the 12th Annual Conference Comp on Genetic and Evolutionary Computation - GECCO ’10. Published. the 12th annual conference comp. https://doi.org/10.1145/1830761.1830907
Steitz, W., und Rothlauf, F. (2010). Solving OCST problems with problem-specific guided local search. Seiten: 301-302.

2009

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). Springer. https://doi.org/10.1007/978-3-540-69390-1_12
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 - GECCO ’09. Published. the 11th Annual conference. https://doi.org/10.1145/1569901.1570113
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. http://www.informatik.uni-trier.de/~ley/db/conf/wirtschaftsinformatik/wi2009-2.html
Rothlauf, F. (2009). An encoding in metaheuristics for the minimum communication spanning Tree problem. INFORMS journal on computing, 21(4), Seiten: 575-584. http://dx.doi.org/10.1287/ijoc.1080.0310
Rothlauf, F. (2009). On optimal solutions for the optimal communication spanning tree problem. Operations research, 57(2), Seiten: 413-425. http://dx.doi.org/10.1287/opre.1080.0592
Rothlauf, F. (2009). On the bias and performance of the edge-set encoding. IEEE transactions on evolutionary computation, 13(3), Seiten: 486-499. http://dx.doi.org/10.1109/TEVC.2008.2008799
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). https://doi.org/10.1145/1569901.1569951

2008

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. http://aisel.aisnet.org/amcis2008/
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. https://doi.org/10.1007/978-3-540-69390-1
Hildenbrand, T., Rothlauf, F., Geisser, M., et al. (2008). Approaches to Collaborative Software Development. 2008 International Conference on Complex, Intelligent and Software Intensive Systems. Published. 2008 International Conference on Complex, Intelligent and Software Intensive Systems. https://doi.org/10.1109/cisis.2008.106
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. http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2008.html
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. http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2008.html
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. http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2008.html

2007

Geisser, M., Hildenbrand, T., Rothlauf, F., Atkinson, C. (2007, August). An Evaluation Method for Requirements Engineering Approaches in Distributed Software Development Projects. International Conference on Software Engineering Advances (ICSEA 2007). Published. International Conference on Software Engineering Advances (ICSEA 2007). https://doi.org/10.1109/icsea.2007.16
Beimborn, D., Fladung, R. B., Rothlauf, F. (2007). How to Configure Cost-optimal Procurement Consortia for Academic Libraries. In J. A. Hoxmeier und S. Hayne (Hrsg.), AMCIS (S. 316-316). Association for Information Systems. http://aisel.aisnet.org/amcis2007/
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. https://doi.org/10.1007/978-3-540-75542-5
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. http://www.uvka.de/univerlag/volltexte/2007/190
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. http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2007.html
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. https://doi.org/10.1145/1276958.1277066
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. Published. 2007 IEEE Symposium on Computational Intelligence and Games. https://doi.org/10.1109/cig.2007.368119
Geisser, M., Heinzl, A., Hildenbrand, T., Rothlauf, F. (2007). Verteiltes, internetbasiertes Requirements-Engineering. Wirtschaftsinformatik, 49(3), Seiten: 199-207. http://dx.doi.org/10.1007/s11576-007-0050-5
Grosche, T., Rothlauf, F., Heinzl, A. (2007). Gravity models for airline passenger volume estimation. Journal of air transport management, 13(4), Seiten: 175-183. http://dx.doi.org/10.1016/j.jairtraman.2007.02.001
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. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000244938500014&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=7c6cbd95cc08067bf5cec85ffdc20efd
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. http://www.informatik.uni-trier.de/~ley/db/conf/or/or2007.html
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 - GECCO ’07. Published. the 9th annual conference. https://doi.org/10.1145/1276958.1277258
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. http://www.uvka.de/univerlag/volltexte/2007/191
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.

2006

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. https://dl.gi.de/handle/20.500.12116/24804
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. http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2006.html
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. http://www.informatik.uni-trier.de/~ley/db/conf/gecco/gecco2006.html
Rothlauf, F. (2006). Representations for genetic and evolutionary algorithms (2. Aufl., S. 325 S.). Springer.
Rothlauf, F., Oetzel, M. (2006). On the locality of grammatical evolution (P. Collet, Hrsg.; S. Seiten: 320-330). 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. http://dx.doi.org/10.1109/TEVC.2006.871241
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.

2005

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). Springer Science & Business Media. https://doi.org/10.1007/b106856
Grahl, J., Minner, S., und Rothlauf, F. (2005). Behaviour of UMDAc with truncation selection on monotonous functions. Congress on Evolutionary Computation, 2553-2559. http://www.informatik.uni-trier.de/~ley/db/conf/cec/cec2005.html
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. https://dl.gi.de/handle/20.500.12116/28360
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. https://doi.org/10.1145/1068009.1068346
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. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000229210400019&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=7c6cbd95cc08067bf5cec85ffdc20efd

2004

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. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000225101200114&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=7c6cbd95cc08067bf5cec85ffdc20efd
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. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000189502600018&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=7c6cbd95cc08067bf5cec85ffdc20efd
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. https://www.springerprofessional.de/ki-kuenstliche-intelligenz/6081306
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. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000225040600023&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=7c6cbd95cc08067bf5cec85ffdc20efd

2003

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. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000185074300006&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=7c6cbd95cc08067bf5cec85ffdc20efd
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. https://doi.org/10.1109/cec.2003.1299862

2002

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. https://doi.org/10.1007/3-540-45712-7
Rothlauf, F. (2002). Representations for Genetic and Evolutionary Algorithms (Studies in Fuzziness and Soft Computing, Bde. 104). Springer. https://doi.org/10.1007/3-540-32444-5
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. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000181139600015&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=7c6cbd95cc08067bf5cec85ffdc20efd

2001

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. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000174203500001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=7c6cbd95cc08067bf5cec85ffdc20efd
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. http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000174203500027&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=7c6cbd95cc08067bf5cec85ffdc20efd
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. http://www.informatik.uni-trier.de/~ley/db/conf/wirtschaftsinformatik/wi2001.html
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. In D. Wagner (Hrsg.), Ausgezeichnete Informatikdissertationen: Bd. D-2 (S. 157-167). GI. http://subs.emis.de/LNI/Dissertation/Dissertation2.html
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.

2000

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. http://www.informatik.uni-trier.de/~ley/db/publishers/mkp.html
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). Springer. https://doi.org/10.1007/3-540-45356-3

1999

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).

1997

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

1996

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

Nicht datiert

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.
Briesch, M., Sobania, D., und Rothlauf, F. The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. http://arxiv.org/abs/2106.04181v1
Grosche, T., und Rothlauf, F. Simultaneous Airline Scheduling. In Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management (S. 81-108). Springer Berlin Heidelberg. https://doi.org/10.1007/978-3-540-69390-1_5
Herrmann, S., Grahl, J., und Rothlauf, F. Problem Complexity in Parallel Problem Solving. http://arxiv.org/abs/1403.6330v1
Probst, M., und Rothlauf, F. Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization. http://arxiv.org/abs/1509.06535v2
Probst, M., und Rothlauf, F. Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples. http://arxiv.org/abs/1509.01053v1
Reichelt, D., und Rothlauf, F. CURE: Eine Reparaturheuristik für die Planung ökonomischer und zuverlässiger Kommunikationsnetzwerke mit Hilfe von heuristischen Optimierungsverfahren. 283-294. https://doi.org/10.1007/3-540-27301-8_23
Sobania, D. On the Generalizability of Programs Synthesized by Grammar-Guided Genetic Programming. Proceedings of 24th European Conference on Genetic Programming, 12691, 130-145. https://doi.org/10.1007/978-3-030-72812-0_9