Publications

2021

Sobania, D., Schweim, D., Rothlauf, F. (2021). Recent Developments in Program Synthesis with Evolutionary Algorithms. 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
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
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
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. In Lecture Notes in Business Information Processing (pp. 221-235). Springer International Publishing. DOI
Rothlauf, F. (2021). Representations for evolutionary algorithms. In K. Krawiec (Ed.), GECCO Companion (pp. 463-483). ACM. Author/Publisher URL
Sobania, D., Rothlauf, F. (2021). A Generalizability Measure for Program Synthesis with Genetic Programming. In F. Chicano and K. Krawiec (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference (pp. 822-829). ACM. 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

2020

Herm-Stapelberg, N., and Rothlauf, F. (2020). The Crowd Against the Few: Measuring the Impact of Expert Recommendations Decision Support Systems. Decision Support Systems. Published online. DOI Author/Publisher URL
Wittenberg, D., Rothlauf, F., and 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
Rothlauf, F., and 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., and 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 (Ed.), GECCO Companion (pp. 526-546). ACM. Author/Publisher URL
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. In B. B. Anderson, J. Thatcher, R. D. Meservy, et al. (Eds.), AMCIS. Association for Information Systems. Author/Publisher URL

2019

Sotto, L. F. D. P., and Rothlauf, F. (2019, July 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. DOI
Huschens, M., Rothlauf, F., and 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
Sobania, D., and 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

2018

Rothlauf, F. (2018, July 6). Representations for evolutionary algorithms. Proceedings of the Genetic and Evolutionary Computation Conference Companion. Published. GECCO ’18: Genetic and Evolutionary Computation Conference. DOI
Schweim, D., and Rothlauf, F. (2018, July 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. DOI
Bremser, C., Piller, G., and Rothlauf, F. (2018). How to start with big data - a multiple case study. In A. Pucihar, M. K. Borstnar, P. Ravesteijn, et al. (Eds.), Bled eConference (pp. 40-40). University of Maribor Press / Association for Information Systems. Author/Publisher URL
Herrmann, S., Ochoa, G., and 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 (Eds.), GECCO (Companion) (pp. 518-538). ACM. Author/Publisher URL
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.), Handbook of grammatical evolution (pp. Seiten: 55-78). Springer International Publishing - Springer. Author/Publisher URL
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.), GECCO ’18: Proceedings of the Genetic and Evolutionary Computation Conference (pp. 529-536). ACM. DOI Author/Publisher URL
Bremser, C., Piller, G., and Rothlauf, F. Vorgehensweisen zur Einführung von Big Data in Unternehmen. Multikonferenz Wirtschaftsinformatik, Lüneburg.

2017

Seredynski, A., Steitz, W., and 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
Rothlauf, F. (2017, July 15). Representations for evolutionary algorithms. Proceedings of the Genetic and Evolutionary Computation Conference Companion. Published. GECCO ’17: Genetic and Evolutionary Computation Conference. DOI
Scholz, M., Pfeiffer, J., and 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
Castiello, C., Mencar, C., Lucarelli, M., and Rothlauf, F. (2017, July). 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). DOI
Herrmann, S., Herrmann, M., Ochoa, G., and Rothlauf, F. (2017, July). Shaping communities of local optima by perturbation strength. Proceedings of the Genetic and Evolutionary Computation Conference. Published. GECCO ’17: Genetic and Evolutionary Computation Conference. DOI
Bremser, C., Piller, G., and Rothlauf, F. (2017). Strategies and Influencing Factors for Big Data Exploration. AMCIS. Author/Publisher URL
Probst, M., Rothlauf, F., and 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

2016

Rothlauf, F. (2016, July 20). Representations for Evolutionary Algorithms. Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. Published. GECCO ’16: Genetic and Evolutionary Computation Conference. DOI
Brouthers, K. D., Geisser, K. D., and Rothlauf, F. (2016). Explaining the internationalization of ibusiness firms. Journal of international business studies, 47(5), Seiten: 513-534. Author/Publisher URL
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.), PPSN (Vols 9921, pp. 901-910). Springer. Author/Publisher URL
Huschens, M., Müller, H., Rothlauf, F., and 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., and 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., and Herrmann, S. (2016). Social Network Sites: The Influence of the Number of Friends on Social Capital. Multikonferenz Wirtschaftsinformatik, Ilmenau.
Seredynski, A., Grosche, T., and 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., and Rothlauf, F. Communities of Local Optima as Funnels in Fitness Landscapes. 325-331. DOI

2015

Probst, M., Rothlauf, F. (2015). Deep Boltzmann Machines in Estimation of Distribution Algorithms for Combinatorial Optimization. Author/Publisher URL
Probst, M., Rothlauf, F. (2015). Training a Restricted Boltzmann Machine for Classification by Labeling Model Samples. Author/Publisher URL
Herrmann, S., Rothlauf, F. (2015, July 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. DOI
Rothlauf, F. (2015, July 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. DOI
Thorhauer, A., Rothlauf, F. (2015, July 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. 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. Author/Publisher URL
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. Author/Publisher URL
Ernst, C.-P. H., Pfeiffer, J., Rothlauf, F. (2015). Privacy Protecting Behavior in Social Network Sites. 57-81. DOI
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
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
Rothlauf, F. (2015). Design of Representations and Search Operators. In Springer Handbook of Computational Intelligence (pp. 1061-1083). Springer Berlin Heidelberg. DOI

2014

Probst, M., Rothlauf, F., Grahl, J. (2014, July 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. DOI
Rothlauf, F. (2014, July 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. DOI
Herrmann, S., Grahl, J., Rothlauf, F. (2014). Problem Complexity in Parallel Problem Solving. Author/Publisher URL
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
Fink, A., Kliewer, N., Mattfeld, D., et al. (2014). Modellbasierte Entscheidungsunterstützung in Produktions- und Dienstleistungsnetzwerken. WIRTSCHAFTSINFORMATIK, 56(1), 21-29. DOI
Goertz, T., Pfeiffer, J., Schmidt, H., Rothlauf, F. (2014). Integrating keyword advertising and dynamic pricing for an online market place (D. Huisman, Ed.; pp. 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. Author/Publisher URL
Pfeiffer, J., Benbasat, I., Rothlauf, F. (2014). Minimally Restrictive Decision Support Systems. In M. D. Myers and D. W. Straub (Eds.), 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
Rothlauf, F. (2014). Representations for evolutionary algorithms. In D. V. Arnold and E. Alba (Eds.), GECCO (Companion) (pp. 323-344). ACM. 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. In T. Bartz-Beielstein, J. Branke, B. Filipic, and J. Smith (Eds.), PPSN (Vols 8672, pp. 465-475). Springer. Author/Publisher URL

2013

Bläsi, C., and Rothlauf, F. (2013). On the interoperability of ebook formats. European and international booksellers federation. DOI Author/Publisher URL
Hielscher, M., Hartmann, W., and Rothlauf, F. (2013). Entwicklung eines Autorenwerkzeuges für digitale, multimediale und interaktive Lernbausteine im Web 2.0. In A. Breiter and C. Rensing (Eds.), DeLFI: Vol. P-218 (pp. 203-214). GI. Author/Publisher URL
Hielscher, M., Hartmann, W., and 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., and 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., and Rothlauf, F. (2013). Structural difficulty in grammatical evolution versus genetic programming (C. Blum, Ed.; pp. Seiten: 997-1004). ACM. Author/Publisher URL

2012

Graf, N. F. S., and Rothlauf, F. (2012). Firm-NGO collaborations. Zeitschrift für Betriebswirtschaft, 82(S6), 103-125. DOI
Heimbach, I., Grahl, J., and 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., and 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
Steitz, W., and 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
Steitz, W., and 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
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. DOI
Rothlauf, F., and Ernst, C.-P. H. (2012). Potenzielle Erfolgsfaktoren von SaaS-Unternehmen (D. Mattfeld and S. Robra-Bissantz, Eds.; pp. 587-598). GITO Verlag.
Rothlauf, F., and Ernst, C.-P. H. (2012). SaaS-Geschäftsmodelle: Alle gleich, alle verschieden? (D. Mattfeld and S. Robra-Bissantz, Eds.; pp. 551-558). GITO Verlag.
Rothlauf, F., and 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., and Grahl, J. (2012). Social contagion: Seeding strategies under incomplete information (S. Aral, F. Provost, and A. Sundararajan, Eds.).

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. Author/Publisher URL
Rothlauf, F. (2011). Design of Modern Heuristics. Springer Berlin Heidelberg. DOI Author/Publisher URL
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. DOI
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., and 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
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. DOI
Steitz, W., and Rothlauf, F. (2010). Solving OCST problems with problem-specific guided local search. Seiten: 301-302.

2009

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.), Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management (pp. 231-251). Springer. DOI
Pfeiffer, J., Duzevik, D., Rothlauf, F., and 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. DOI
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.), Wirtschaftsinformatik (2) (Vols 247, pp. 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. (Eds.). (2009). Applications of Evolutionary Computing (Lecture Notes on Computer Science, Vols 5484). Springer Science & Business Media.
Rothlauf, F., … Raidl, G. (Eds.). (2009). GECCO-2009 Proceedings of the Genetic and Evolutionary Computation Conference. ACM Press.
Steitz, W., and 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

2008

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.), AMCIS (pp. 160-160). Association for Information Systems. Author/Publisher URL
Fink, A., … Rothlauf, F. (Eds.). (2008). Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management (Studies in Computational Intelligence, Vols 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. Published. 2008 International Conference on Complex, Intelligent and Software Intensive Systems. 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 and M. Keijzer (Eds.), GECCO (pp. 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 and M. Keijzer (Eds.), GECCO (pp. 697-704). ACM. Author/Publisher URL
Rothlauf, F., Giacobini, M., Brabazon, A., … Yang, S. (Eds.). (2008). Applications of Evolutionary Computing 2008 (Lecture Notes on Computer Science, Vols 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 and M. Keijzer (Eds.), GECCO (pp. 563-570). ACM. Author/Publisher URL

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). DOI
Beimborn, D., Fladung, R. B., Rothlauf, F. (2007). How to Configure Cost-optimal Procurement Consortia for Academic Libraries. In J. A. Hoxmeier and S. Hayne (Eds.), AMCIS (pp. 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 and M. Joseph (Eds.), SEAFOOD (Vols 4716, pp. 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. (Eds.), Wirtschaftsinformatik (1) (pp. 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 (Ed.), GECCO (pp. 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. Published. 2007 IEEE Symposium on Computational Intelligence and Games. 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 (Eds.), OR (pp. 153-158). Springer. Author/Publisher URL
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. DOI
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. (Eds.), Wirtschaftsinformatik (2) (pp. 483-500). Universitaetsverlag Karlsruhe. Author/Publisher URL
Rothlauf, F., Deibert, S. (2007). On the Bene t of Using Mobile Technologies in Business Processes (P. Cunningham and M. Cunningham, Eds.; Issue Exploiting the Knowledge Economy - Issues, Applications, Case Studies, pp. 1721-1728). IOS Press.
Rothlauf, F., Giacobini, M., Brabazon, A., … Yang, S. (Eds.). (2007). Applications of Evolutionary Computing (Lecture Notes on Computer Science, Vols 4448). Springer Science & Business Media.

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, Vols 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, and K. Turowski (Eds.), MMS: Vol. P-76 (pp. 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 (Ed.), GECCO (pp. 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 (Ed.), GECCO (pp. 397-404). ACM. Author/Publisher URL
Rothlauf, F. (2006). Representations for genetic and evolutionary algorithms (2. Aufl., p. 325 S.). Springer.
Rothlauf, F., Oetzel, M. (2006). On the locality of grammatical evolution (P. Collet, Ed.; pp. 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. 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.

2005

Rothlauf, F., Branke, J., Cagnoni, S., … Corne, D. W. (Eds.). (2005). Applications of Evolutionary Computing Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC (Lecture Notes on Computer Science, Vols 3449). Springer Science & Business Media. DOI Author/Publisher URL
Grahl, J., Minner, S., and Rothlauf, F. (2005). Behaviour of UMDAc with truncation selection on monotonous functions. Congress on Evolutionary Computation, 2553-2559. Author/Publisher URL
Reichelt, D., and Rothlauf, F. (2005). Reliable communication network design with evolutionary algorithms. International journal of computational intelligence and applications, 5(2), Seiten: 1-16.
Reichelt, D., and Rothlauf, F. (2005). Verfahren zur Bestimmung der Zuverlässigkeit von Kommunikationsnetzwerken: Eine Studie zu exakten und approximativen Verfahren. In H. Federrath (Ed.), Sicherheit: Vol. P-62 (pp. 89-100). GI. Author/Publisher URL
Rothlauf, F. (Ed.). (2005). GECCO Workshop Proceedings of the Annual Conference on Genetic and Evolutionary Computation. ACM Press.
Rothlauf, F., and 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
Rothlauf, F., Schunk, D., and Pfeiffer, J. (2005). Classification of Human Decision Behavior: Finding Modular Decision Rules with Genetic Algorithms (H.-G. Beyer, Ed.; pp. 2021-2028). ACM Press. DOI

2004

Grahl, J., and 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., and 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 and S. Voß, Eds.; pp. 15-34).
Rothlauf, F., and Heinzl, A. (2004). Gasteditorial. KI - Künstliche Intelligenz, 18, 4-4. Author/Publisher URL
Rothlauf, F., Paulussen, T. O., and Heinzl, A. (2004). Service - Applications of Software Agents. Künstliche Intell., 18, 42-42.
Rothlauf, F., Raidl, G. R., Cagnoni, S., … Squillero, G. (Eds.). (2004). Applications of Evolutionary Computing (Lecture Notes on Computer Science, Vols 3005). Springer Science & Business Media.
Rothlauf, F., … Heinzl, A. (Eds.). (2004). Application of Software Agents: Vol. 2/2004. arenaDTaP Verlag.
Tzschoppe, C., Rothlauf, F., and 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

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. Author/Publisher URL
Rothlauf, F., and David E. Goldberg, . (2003). Redundant representations in evolutionary computation. Evolutionary computation, 11(4), Seiten: 381-415.
Schwind, M., Stockheim, T., and Rothlauf, F. Optimization heuristics for the combinatorial auction problem. The 2003 Congress on Evolutionary Computation, 2003. CEC ’03., 1588-1595. DOI

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. (Eds.), PPSN (Vols 2439, pp. 99-110). Springer. Author/Publisher URL
Rothlauf, F. (2002). Representations for Genetic and Evolutionary Algorithms (Studies in Fuzziness and Soft Computing, Vols 104). 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. (Eds.), GECCO (pp. 695-695). Morgan Kaufmann. Author/Publisher URL
Rothlauf, F., Goldberg, D., and 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., and 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

2001

Gaube, T., and 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., and 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., and Heinzl, A. (2001). Konzeption eines Koordinationsmechanismus zur dezentralen Ablaufplanung in medizinischen Behandlungspfaden (MEDPACO). In H. U. Buhl, A. Huther, and B. Reitwiesner (Eds.), Wirtschaftsinformatik (pp. 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. In D. Wagner (Ed.), Ausgezeichnete Informatikdissertationen: Vol. D-2 (pp. 157-167). GI. Author/Publisher URL
Rothlauf, F., and Schmitt, F. (2001). On the Importance of the Second Largest Eigenvalue on the Convergence Rate of Genetic Algorithms (W. B. Langdon, Ed.; pp. 559-564). Morgan Kaufmann Publishers.
Rothlauf, F., Gottlieb, J., Julstrom, B., and Raidl, G. (2001). Prüfer Numbers: A Poor Representation of Spanning Trees for Evolutionary Search (W. B. Langdon, Ed.; pp. 343-350). Morgan Kaufmann Publishers.

2000

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.), Parallel Problem Solving from Nature PPSN VI (pp. 395-404). Springer. DOI
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. Cantú-Paz, et al. (Eds.), GECCO (pp. 355-364). Morgan Kaufmann. Author/Publisher URL

1999

Rothlauf, F. (1999). Tree Network Design with Genetic Algorithms - An Investigation in the Locality of the Pruefernumber Encoding. In S. Brave and A. S. Wu (Eds.), Late Breaking Papers at the 1999 Genetic and Evolutionary Computation Conference (pp. 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].

Not dated

Bremser, C., Piller, G., and Rothlauf, F. How Smart Cities Explore New Technologies. Proceedings on Perspectives in Business Informatics Research - 18th International Conference, 1-15.
Grosche, T., and Rothlauf, F. Simultaneous Airline Scheduling. In Advances in Computational Intelligence in Transport, Logistics, and Supply Chain Management (pp. 81-108). Springer Berlin Heidelberg. DOI
Reichelt, D., and 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