Room: 01/246 (Rewi neu)
Phone: +49 6131 39-22734
Fax: +49 6131 39-22185
E-Mail: rothlauf@uni-mainz.de
Office hours: Wednesday 13 - 14 h; during lectures period only
Sprechstunden: Mittwoch 13 - 14 Uhr; nur in der Vorlesungszeit
Short Biography
I received a Diploma in Electrical Engineering from the University of Erlangen, Germany, a Ph.D. in Information Systems from the University of Bayreuth, Germany, and a Habilitation from the University of Mannheim, Germany, in 1997, 2001, and 2007, respectively.
Since 2007, I am professor of Information Systems at the University of Mainz. I published more than 100 technical papers in the context of artificial intelligence, planning and optimization, evolutionary computation, neural networks, e-business, and software engineering, co-edited several conference proceedings and edited books. I am author of the books "Representations for Genetic and Evolutionary Algorithms" and "Design of Modern Heuristics". At the University Mainz, I serve as Academic Director of the Executive MBA program (since 2013) and Chief Information Officer (since 2016).
My main research interests are the application and analysis of metaheuristics and neural networks. I am a member of the Editorial Board of Evolutionary Computation Journal (ECJ), ACM Transactions on Evolutionary Learning and Optimization (TELO), and Business & Information Systems Engineering (BISE). Since 2007, I am member of the Executive Committee of ACM SIGEVO. I served as treasurer of ACM SIGEVO between 2011 and 2019. Since 2019, I serve as chair for ACM SIGEVO. I have been organizer of a number of workshops and tracks on heuristic optimization, chair of EvoWorkshops in 2005 and 2006, co-organizer of the European workshop serieses on "Evolutionary Computation in Communications, Networks, and Connected Systems" and "Evolutionary Computation in Transportation and Logistics", and co-chair of the program committee of the GA track at GECCO 2006. I was conference chair of GECCO 2009 in Montreal.
Books
Research Interest
- Metahauristics and evolutionary computation (especially representations, genetic programming, grammatical evolution, Estimation of Distribution Algorithms)
- Combinatorial optimization problems (especially network and airline problems)
- Neural Networks and Machine Learning (especially deep networks)
- Economic value of Internet-enabled business models (especially eBooks and social networks)
- Indian casinos
Teaching
Undergraduate Classes
Graduate Classes
Professional Activities
Member of Editorial Board
- ACM Transactions on Evolutionary Learning and Optimization, ACM, since 2019
- Evolutionary Computation Journal (ECJ), MIT Press, since 1/2006.
- Business & Information Systems Engineering (BISE), Springer, since 3/2013.
- Journal of Arti cial Evolution and Applications, Hindawi Publishing Corporation, 2/2007-5/2010.
- Information Sciences (INS), Elsevier Verlag, 10/2005-2/2009.
Guest Editor
- Together with Dirk Thierens (University of Utrecht, Netherlands): Special Issue in "IEEE Transactions on Evolutionary Computation" on "Analysis and Design of Representations and Operators", published spring 2006.
- Together with Armin Heinzl (University of Mannheim): Special Issue of "KI - Zeitschrift für Künstliche Intelligenz" on "Applications of Software Agents", published 2/2004.
Chair
- Stream Chair für die OR2016 und OR2017 zum Thema Metaheuristiken (zusammen mit Stefan Voss). (http://or2016.de/)
- Track Chair für 2012 IEEE World Congress on Computational Intelligence zum Thema Evolutionary Computation for Intelligent Network Systems (zusammen mit Shengxiang Yang, Jun Zhang und Biliana Alexandrova-Kabadjova).
- Track Chair für MKWI 2012 zum Thema Intelligent Information Systems (zusammen mit Andreas Fink).
- Track Chair für GOR 2011, zum Thema Metaheuristics and biologically inspired approaches (zusammen mit Luca Maria Gambardella und Walter Gutjahr), Zürich, 2011.
- Conference Chair für ACM Genetic and Evolutionary Computation Conference (GECCO 2009), Montreal, 2009.
- TrackChair (GeneticAlgorithms) fürACMGeneticandEvolutionaryComputation Conference (GECCO2006), Seattle, 2006.
- EvoWorkshops 2006, Budapest, Ungarn, 2006.
- Topic Chair für IEEE Congress on Evolutionary Computation, Edinburgh, UK, 2005.
- EvoWorkshops 2005, Lausanne, Schweiz, 2005.
- SIGEVO Genetic and Evolutionary Computation Conference (GECCO2005) workshops and late breaking papers, Washington D.C., 2005.
- ˆEvoComNet, EvoNets Working Group on telecommunication technologies and communication networks
Organizer
- ACM Genetic and Evolutionary Computation Conference (GECCO 2009), Montreal, 2009.
- Third European Workshop on Evolutionary Computation in Transportation and Logistics (EvoTransLog2009) als Teil von Evo* 2009 (zusammen mit Andreas Fink, HSU Hamburg), Tübingen, April 2009.
- Second European Workshop on Evolutionary Computation in Transportation and Logistics (EvoTransLog2008) als Teil von Evo* 2008 (zusammen mit Andreas Fink, HSU Hamburg), Neapel, Italien, April 2008.
- First European Workshop on Evolutionary Computation in Transportation and Logistics (EvoTransLog2007) als Teil der EvoWorkshops 2007 (zusammen mit Andreas Fink, Universität Hamburg, und Stefan Minner, Universität Mannheim), Valencia, Spanien, April 2007.
- Third European Workshop on Evolutionary Computation in Communications, Networks, and Connected Systems (EvoComNet2006) als Teil der EvoWorkshops 2006 (zusammen mit George Smith, University of East Anglia, UK), Budapest, Ungarn, April 2006.
- Second European Workshop on Evolutionary Computation in Communications, Networks, and Connected Systems (EvoComNet2005) als Teil der EvoWorkshops 2005 (zusammen mit George Smith, University of East Anglia, UK), Lausanne, Schweiz, April 2005.
- Minikonferenz (invited session) zum Thema Genetische Algorithmen auf der 2004 INFORMS Annual Meeting (zusammen mit Martin Pelikan, University of Saint Louis, USA), Denver, Oktober 2004.
- First European Workshop on Evolutionary Computation in Communications, Networks, and Connected Systems (EvoComNet2004) als Teil der EvoWorkshops 2004 (zusammen mit George Smith, University of East Anglia, UK), Coimbra, Portugal, 2004.
- Workshop on Analysis and Design of Representations and Operators (ADoRO'2003) at GECCO 2003 (zusammen mit Dirk Thierens, Universität Utrecht), Chicago, USA, 2003.
- Workshop on Representations for Genetic and Evolutionary Algorithms at GECCO 2002, New York, USA, 2002.
- Workshop on Representations and Operators for Network Problems at GECCO 2001, San Francisco, USA, 2001.
Tutorial Speaker
ACM GECCO 2020, ACM GECCO 2019, ACM GECCO 2018, ACM GECCO 2017, ACM GECCO 2016, ACM GECCO 2015, ACM GECCO 2014, ACM GECCO 2013, ACM GECCO 2012, ACM GECCO 2011; ACM GECCO 2010, Portland, 2010; ACM GECC 2009, Montreal, 2009; ACM GECCO 2008, Atlanta, 2008; ACM GECCO 2007, London, 2007; ACM GECCO 2006, Seattle, USA, 2006; SIGEVO GECCO 2005, Washington D.C., 2005; GECCO 2004, Seattle, 2004; Multi-Konferenz Wirtschaftsinformatik 2004, Essen, 2004; 2003 IEEE International Conference on Systems, Man & Cybernetics, Washington D.C., 2003; GECCO 2003, Chicago, 2003; Parallel Problem Solving From Nature VII, Granada, 2002.
Member of Program Committee
ECIS 2016 (Associate Editor für Track Big Data, Business Analytics and Decision Support; ECIS 2016; ACM GECCO 2016; ACM GECCO 2015; ACM Genetic and Evolutionary Computation Conference (GECCO 2014), Vancouver, 2014; Associate Editor für ECIS 2013 (Track Decision support and big data), ACM Genetic and Evolutionary Computation Conference (GECCO 2013), Amsterdam, 2013; 2012 IEEE World Congress on Computational Intelligence (WCCI2012), Brisbane, 2012; Evolutionary Computation in Combinatorial Optimization (EvoCOP2011), Torino, 2011; ACM Genetic and Evolutionary Computation Conference (GECCO 2011), Dublin, 2011; Associated Editor für Track IT in Industrie und Unternehmensanwendungen, WI 2011, Zürich; Evolutionary Computation in Combinatorial Optimization (EvoCOP2010), Istanbul, 2010; Evolutionary Computation in Transportation and Logistics (EvoTransLog2010), Istanbul, 2010; ACM Genetic and Evolutionary Computation Conference (GECCO 2009), Montreal, 2009; ACM Genetic and Evolutionary Computation Conference (GECCO 2008), Atlanta, 2008; International Symposium on Applications and the Internet, Turku, Finland, 2008; Wirtschaftsinformatik (Track Techniques of Operations Research in Business Information Systems), Karlsruhe, 2007; ECAI Workshop on Evolutionary Computation, Riva del Garda, 2006; IEEE Congress on Evolutionary Computation (CEC2006), Yancouver, 2006; First European Graduate Student Workshop on Evolutionary Computation (EvoPhd), Budapest, 2006; Evolutionary Computation in Combinatorial Optimization (EvoCOP2006), Budapest, 2006; Parallel Problem Solving from Nature (PPSN 2006), Reykjavik, 2006; Third German Conference on Multiagent System Technologies (MATES 2005), Koblenz, 2005; Joint Conference on Information Sciences (JCIS 2005), Salt Lake City, 2005; Genetic and Evolutionary Conference (GECCO 2005), Washington, 2005; Evolutionary Computation in Combinatorial Optimization (EvoCOP2005), Lausanne, 2005; Parallel Problem Solving from Nature (PPSN 2004), Birmingham, 2004; Genetic and Evolutionary Computation Conference (GECCO 2004), Seattle, 2004; Evolutionary Computation in Combinatorial Optimization (EvoCOP2004), Coimbra, 2004; Doctoral Consortium im Vorfeld der Tagung WI 2003, Tautewalde, 2003; Logistics Management Conference (LM 03), Braunschweig, 2003; International Network Optimization Conference, Evry/Parix, 2003; Genetic and Evolutionary Computation Conference (GECCO 2003), Chicago, 2003; Evolutionary Computation in Combinatorial Optimization (EvoCOP2003), 2003; Foundations of Genetic Algorithms VII, Malaga, Spanien, 2002; Genetic and Evolutionary Computation Conference (GECCO 2002), New York, 2002; Evolutionary Computation in Combinatorial Optimization (EvoCOP2002), Kinsale, Ireland, 2002; Genetic and Evolutionary Computation Conference (GECCO 2001), San Francisco, 2001; Evolutionary Computation in Combinatorial Optimization (EvoCOP2001), Como, 2001.
Refereeing
Österreichischer Wissenschaftsfond (FWF)
Science Foundation Ireland
The Icelandic Research Fund
Flämische Forschungsförderung (IWT-Flanders)
Netherlands Organisation for Scienti c Research (NWO)
Croatian Science Foundation
International Magazines (Management Science, INFORMS Journal on Computing, Journal of Heuristics, IEEE Transactions on Evolutionary Computation, Evolutionary Computation Journal, Computational Optimization and Applications, Engineering Optimization, Genetic Programming and Evolvable Machines, Annals of Operations Research, European Journal of Operational Research, Operations Research Letters, Information Science, Computational Optimization and Applications, Wirtschaftsinformatik, OR Spectrum, Theoretical Computer Science, Transportation Science, International Journal of Production Reseach, International Journal of Bio-Inspired Computation, Journal of Air Transport Management und andere)
Administrative Duties
CIO der JGU (seit 2016)
Mitglied im Leitungsgremium des Gutenberg Forschungskolleg (2015-2017)
Mitglied im Koordinationsausschuss (Vorstand) der beiden universitären Forschungsschwerpunkte Medienkonvergenz sowie Interdisciplinary Public Policy (seit 2013; Medienkonvergenz bis 2017)
Mitglied im IT-Lenkungsausschuss der Johannes Gutenberg-Universität Mainz (2014-2017)
Mitglied des Haushaltsausschusses des Fachbereichs Rechts- und Wirtschaftswissenschaften der Universität Mainz (seit 2013)
Leitung des Conveniats des Fachbereichs Rechts- und Wirtschaftswissenschaften der Universität Mainz (seit 2012)
Koordination und Betreuung des Frühstudierendenprogramm der Universität Mainz (seit 2007)
Akademischer Beauftragter für IT-Fragen im Prüfungsamt des FB 03 (seit 2010)
Verantwortlicher für CIP-Pools (ca. 100 Rechner), Anwenderbetreuung und Webauftritt am Fachbereich Rechts- und Wirtschaftswissenschaften (seit 2007)
Mitglied der Auswahlkommission des Preises der Teves Stiftung (seit 2010)
Mitglied des Prüfungssausschusses (seit 2009)
Mitglied der Raumkommission (seit 2009)
Mitglied der Auswahlkommission für den Studiengang Master of Management (seit 2010)
Mitglied des Teilprojekts Leadership 4 (3/2012-11/2012)
Leitung der Berufungskommissionen Logistikmanagement (2008-2009), Statistik (2009-2010) und Digital Finance (2014-2015)
Mitglied einer Vielzahl von Berufungskommissionen (seit 2007)
Others
Elected as chair of ACM Special Interest Group on Evolutionary Computation (SIGEVO) (2019)
Elected member of the Executive Committee of ACM SIGEVO (since 2009, re-elected in 2011 and 2017)
Treasurer of ACM SIGEVO (2011-2019)
ACM Senior Member (seit 2013)
Mitglied von IEEE (seit 1998), ACM (seit 2005), EvoNet (1998-2006), International Society for Genetic and Evolutionary Computation (seit 1999), Gesellschaft für Informatik (seit 1998), Verband der Hochschullehrer für Betriebswirtschaft e.V. (seit 2002), Council of Authors der International Society for Genetic and Evolutionary Computation ( 2001-2006), GOR (seit 2007)
Ehrenmitglied Alumni Mainz e.V. (seit 2013)
Kurator der studentischen Unternehmensberatung berater e.V., seit 2008.
Publications
2025
Röchner, P., Marques, H. O., Campello, R. J. G. B., Zimek, A., & Rothlauf, F. (2025). Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers. In Lecture Notes in Computer Science (pp. 215-222). Springer Nature Switzerland. DOI
2024
Boldi, R., Briesch, M., Sobania, D., Lalejini, A., Helmuth, T., Rothlauf, F., Ofria, C., & Spector, L. (2024). Informed Down-Sampled Lexicase Selection: Identifying Productive Training Cases for Efficient Problem Solving. Evolutionary Computation, 1-31. DOI
Briesch, M., Boldi, R., Sobania, D., Lalejini, A., Helmuth, T., Rothlauf, F., Ofria, C., & Spector, L. (2024). Improving Lexicase Selection with Informed Down-Sampling. Proceedings of the Genetic and Evolutionary Computation Conference Companion, 25-26. DOI
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
Geiger, A., Sobania, D., & Rothlauf, F. (2024). Lexicase-based Selection Methods with Down-sampling for Symbolic Regression Problems: Overview and Benchmark. 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
Rothlauf, F. (2024). Tutorial on Representations for Evolutionary Algorithms. In X. Li & J. Handl (Eds.), GECCO Companion (pp. 1017-1037). ACM. Author/Publisher URL
Röchner, P., Marques, H. O., Campello, R. J. G. B., Zimek, A., & Rothlauf, F. (2024). Robust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers (Extended Version). Author/Publisher URL
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, K. Saranto, M. Marschollek, T. N. Arvanitis, I. Ognjanovic, A. Benis, P. Gallos, E. Zoulias, & E. Andrikopoulou (Eds.), MIE (Vols 316, pp. 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, K. Saranto, M. Marschollek, T. N. Arvanitis, I. Ognjanovic, A. Benis, P. Gallos, E. Zoulias, & E. Andrikopoulou (Eds.), MIE (Vols 316, pp. 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
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
2023
Boldi, R., Briesch, M., Sobania, D., Lalejini, A., Helmuth, T., Rothlauf, F., Ofria, C., & Spector, L. (2023). Informed Down-Sampled Lexicase Selection: Identifying productive training cases for efficient problem solving. Author/Publisher URL
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
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
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.
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
Geiger, A., Sobania, D., & Rothlauf, F. (2023). Down-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems. Author/Publisher URL
Grahl, J., Hinz, O., Rothlauf, F., Abdel-Karim, B. M., & Mihale-Wilson, C. (2023). How do likes influence revenue? A randomized controlled field experiment. JOURNAL OF BUSINESS RESEARCH, 167. DOI
Huschens, M., Briesch, M., Sobania, D., & Rothlauf, F. (2023). Do You Trust ChatGPT? -- Perceived Credibility of Human and AI-Generated Content. Author/Publisher URL
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
Rothlauf, F. (2023). Representations for Evolutionary Algorithms. PROCEEDINGS OF THE 2023 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2023 COMPANION, 1048-1068. DOI
Sobania, D., Briesch, M., Roechner, P., & Rothlauf, F. (2023). MTGP: Combining Metamorphic Testing and Genetic Programming. DOI
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
Wittenberg, D., & Rothlauf, F. (2023). Small Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming (Vols 13986, pp. 101-116). DOI
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
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, V. K. Tuunainen, W. Fernandez, J. Nandhakumar, & R. Santhanam (Eds.), ICIS. Association for Information Systems. Author/Publisher URL
2022
Briesch, M., Sobania, D., & Rothlauf, F. (2022). The Randomness of Input Data Spaces is an A Priori Predictor for Generalization (Vols 13404, pp. 17-30). DOI
Brunnbauer, M., Piller, G., & 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, & D. Xu (Eds.), PACIS (pp. 161-161). Author/Publisher URL
Herm-Stapelberg, N., & Rothlauf, F. (2022). The Impact of Product Recommendation Networks on Sales: The Moderating Influence of Product Age. In Digitalization Across Organizational Levels (pp. 247-265). Springer. Author/Publisher URL
Müller, T., Piller, G., & Rothlauf, F. (2022). Efficient Access Control to Parking Space for Different Customer Segments. In Communications in Computer and Information Science (pp. 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
Schweim, D., Sobania, D., & 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
Sobania, D., & Rothlauf, F. (2022). Program Synthesis with Genetic Programming: The Influence of Batch Sizes (pp. 118-129). DOI
Sobania, D., Briesch, M., & 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
Sobania, D., Briesch, M., Wittenberg, D., & 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
Sobania, D., Schmitt, J., Köstler, H., & Rothlauf, F. (2022). Genetic programming for iterative numerical methods. Genetic Programming and Evolvable Machines, 23(2), 253-278. DOI
Sobania, D., Schweim, D., & 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
Sotto, L. F. D. P., Rothlauf, F., de Melo, V. V., & Basgalupp, M. P. (2022). An Analysis of the Influence of Noneffective Instructions in Linear Genetic Programming. EVOLUTIONARY COMPUTATION, 30(1), 51-74. DOI
Wittenberg, D., & 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
Zielonka, J. T., & 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, S. Matook, R. Helms, M. Wiener, L. Rusu, & T. Tuunanen (Eds.), ECIS. Author/Publisher URL
Zielonka, J. T., & Rothlauf, F. (2022). You Perceive What You Believe: The Impact of Psychological Beliefs on Perceived Technostress. HICSS, 1-10. Author/Publisher URL
2021
Briesch, M., Sobania, D., & Rothlauf, F. (2021). The Randomness of Input Data Spaces is an A Priori Predictor for Generalization. Author/Publisher URL
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, G. Paré, & W. Chin (Eds.), 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
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
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
Orth, P., Piller, G., & Rothlauf, F. (2021). How Companies Develop a Culture for Digital Innovation: A Multiple-Case Study (Vols 430, pp. 221-235). DOI
Rothlauf, F. (2021). Representations for evolutionary algorithms. In K. Krawiec (Ed.), GECCO Companion (pp. 463-483). ACM. Author/Publisher URL
Schweim, D., Hemberg, E., Sobania, D., O'Reilly, U.-M., & Rothlauf, F. (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
Schweim, D., Wittenberg, D., & Rothlauf, F. (2021). On sampling error in genetic programming. Natural Computing. DOI
Sobania, D., & Rothlauf, F. (2021). A Generalizability Measure for Program Synthesis with Genetic Programming. In F. Chicano & K. Krawiec (Eds.), Proceedings of the Genetic and Evolutionary Computation Conference (pp. 822-829). 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. 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., Schweim, D., & Rothlauf, F. (2021). Recent Developments in Program Synthesis with Evolutionary Algorithms. In arXiv. 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, M. N. Ravishankar, & J. X. Zhang (Eds.), PACIS (pp. 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
2020
Herm-Stapelberg, N., & Rothlauf, F. (2020). The Crowd Against the Few: Measuring the Impact of Expert Recommendations Decision Support Systems. Decision Support Systems, 138(4). DOI
Rothlauf, F. (2020). Representations for evolutionary algorithms. In C. A. C. Coello (Ed.), GECCO Companion (pp. 526-546). ACM. Author/Publisher URL
Rothlauf, F., & 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., & Rothlauf, F. (2020). Challenges of Program Synthesis with Grammatical Evolution. Proceedings of 23rd European Conference on Genetic Programming, 211-227. DOI
Sobania, D., & Rothlauf, F. (2020). Challenges of Program Synthesis with Grammatical Evolution. GENETIC PROGRAMMING, EUROGP 2020, 12101, 211-227. DOI
Weitzel, D., Ernst, C.-P. H., & 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
Wittenberg, D., Rothlauf, F., & 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
2019
Dal Piccol Sotto, L. F., & 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
Huschens, M., Rothlauf, F., & 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., & 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
Sobania, D., & 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
2018
Bremser, C., Piller, G., & Rothlauf, F. (2018). How to start with big data - a multiple case study. In A. Pucihar, M. K. Borstnar, P. Ravesteijn, J. Seitz, & R. W. H. Bons (Eds.), Bled eConference (pp. 40-40). University of Maribor Press / Association for Information Systems. Author/Publisher URL
Bremser, C., Piller, G., & Rothlauf, F. Vorgehensweisen zur Einführung von Big Data in Unternehmen. Multikonferenz Wirtschaftsinformatik, Lüneburg.
Brouthers, K. D., Geisser, K. D., & Rothlauf, F. (2018). Explaining the Internationalization of iBusiness Firms. In INTERNATIONAL ENTREPRENEURSHIP: THE PURSUIT OF OPPORTUNITIES ACROSS NATIONAL BORDERS (pp. 217-264). DOI
Herrmann, S., Ochoa, G., & Rothlauf, F. (2018). PageRank centrality for performance prediction: the impact of the local optima network model. Journal of Heuristics, 24(3), 243-264. DOI
Rothlauf, F. (2018). Representations for evolutionary algorithms. In H. E. Aguirre & K. Takadama (Eds.), GECCO (Companion) (pp. 518-538). ACM. Author/Publisher URL
Rothlauf, F. (2018). Representations for evolutionary algorithms. Proceedings of the Genetic and Evolutionary Computation Conference Companion, 518-538. DOI
Schweim, D., & 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
Schweim, D., Thorhauer, A., & 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., & 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
2017
Bremser, C., Piller, G., & Rothlauf, F. (2017). Strategies and Influencing Factors for Big Data Exploration. AMCIS 2017 PROCEEDINGS. Published. Author/Publisher URL
Castiello, C., Mencar, C., Lucarelli, M., & 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., & 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
Probst, M., Rothlauf, F., & Grahl, J. (2017). Scalability of using Restricted Boltzmann Machines for combinatorial optimization. European Journal of Operational Research, 256(2), 368-383. DOI
Rothlauf, F. (2017). Representations for evolutionary algorithms. In P. A. N. Bosman (Ed.), GECCO (Companion) (pp. 489-509). ACM. 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
Scholz, M., Pfeiffer, J., & Rothlauf, F. (2017). Using PageRank for non-personalized default rankings in dynamic markets. European Journal of Operational Research, 260(1), 388-401. DOI
Seredyński, A., Steitz, W., & Rothlauf, F. (2017). Code-share connectivity within global airline alliances – How much potential is utilized?. Journal of Air Transport Management, 65, 43-53. DOI
2016
Brouthers, K. D., Geisser, K. D., & 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., & Rothlauf, F. (2016). Antecedents of Willingness to Share Information in Supply Chain IS. In V. Nissen, D. Stelzer, S. Straßburger, & D. Fischer (Eds.), MKWI (pp. 1503-1510). Universitätsverlag Ilmenau. Author/Publisher URL
Herrmann, S., Ochoa, G., & Rothlauf, F. (2016). Coarse-Grained Barrier Trees of Fitness Landscapes. In J. Handl, E. Hart, P. R. Lewis, M. López-Ibáñez, G. Ochoa, & B. Paechter (Eds.), PPSN (Vols 9921, pp. 901-910). Springer. Author/Publisher URL
Herrmann, S., Ochoa, G., & Rothlauf, F. Communities of Local Optima as Funnels in Fitness Landscapes. 325-331. DOI
Huschens, M., Müller, H., Rothlauf, F., & 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. In T. Friedrich, F. Neumann, & A. M. Sutton (Eds.), GECCO (Companion) (pp. 413-434). ACM. Author/Publisher URL
Rothlauf, F., Ernst, C.-P. H., & 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., & Herrmann, S. (2016). Social Network Sites: The Influence of the Number of Friends on Social Capital. Multikonferenz Wirtschaftsinformatik, Ilmenau.
Seredynski, A., Grosche, T., & Rothlauf, F. (2016). Impact of timetable synchronisation on hub connectivity of European carriers. Journal of Airtransport Studies, 7(1), 71-94. Author/Publisher URL
2015
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
Pfeiffer, J., Duzevik, D., Rothlauf, F., Bonabeau, E., & Yamamoto, K. (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). Representations for Evolutionary Algorithms. Proceedings of the Companion Publication of the 2015 Annual Conference on Genetic and Evolutionary Computation, 345-366. DOI
Rothlauf, F. (2015). Design of Representations and Search Operators. In SPRINGER HANDBOOK OF COMPUTATIONAL INTELLIGENCE (pp. 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
2014
Fink, A., Kliewer, N., Mattfeld, D., Moench, L., Rothlauf, F., Schryen, G., Suhl, L., & Voss, S. (2014). Model-Based Decision Support in Manufacturing and Service Networks. BUSINESS & INFORMATION SYSTEMS ENGINEERING, 6(1), 17-24. DOI
Fink, A., Kliewer, N., Mattfeld, D., Mönch, L., Rothlauf, F., Schryen, G., Suhl, L., & Voß, S. (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
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 & D. W. Straub (Eds.), ICIS. Association for Information Systems. Author/Publisher URL
Pfeiffer, J., Meißner, M., Brandstätter, E., Riedl, R., Decker, R., & Rothlauf, F. (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
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
Rothlauf, F., & Graf, N. (2014). Influencing supporters’ attitudes towards NGO-firm collaborations. Competitive paper session.
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., 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
2013
Bläsi, C., & Rothlauf, F. (2013). On the interoperability of ebook formats. European and international booksellers federation. DOI
Ernst, C.-P. H., Pfeiffer, J., & 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., & Rothlauf, F. (2013). Entwicklung eines Autorenwerkzeuges für digitale, multimediale und interaktive Lernbausteine im Web 2.0. In A. Breiter & C. Rensing (Eds.), DeLFI: Vol. P-218 (pp. 203-214). GI. Author/Publisher URL
Hielscher, M., Hartmann, W., & 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., & 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., & 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., & Rothlauf, F. (2012). Firm-NGO collaborations. Zeitschrift für Betriebswirtschaft, 82(S6), 103-125. DOI
Heimbach, I., Grahl, J., & 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., & 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. (2012). Representations for evolutionary algorithms. Proceedings of the 14th Annual Conference Companion on Genetic and Evolutionary Computation, 873-894. DOI
Rothlauf, F., & Ernst, C.-P. H. (2012). Potenzielle Erfolgsfaktoren von SaaS-Unternehmen (D. Mattfeld & S. Robra-Bissantz, Eds.; pp. 587-598). GITO Verlag.
Rothlauf, F., & Ernst, C.-P. H. (2012). SaaS-Geschäftsmodelle: Alle gleich, alle verschieden? (D. Mattfeld & S. Robra-Bissantz, Eds.; pp. 551-558). GITO Verlag.
Rothlauf, F., & 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., & Grahl, J. (2012). Social contagion: Seeding strategies under incomplete information (S. Aral, F. Provost, & A. Sundararajan, Eds.).
Steitz, W., & 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
Steitz, W., & Rothlauf, F. (2012). Using penalties instead of rewards: Solving OCST problems with guided local search. SWARM AND EVOLUTIONARY COMPUTATION, 3, 46-53. DOI
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., Piesche, M., Rothlauf, F., & Vogel, U. (2011). Vehicle routing with compartments : applications, modelling and heuristics. OR spectrum, 33(4), Seiten: 885-914. 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
Rothlauf, F. (2011). Design of Modern Heuristics. Springer Berlin Heidelberg. 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., & 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., & Rothlauf, F. (2010). Solving OCST problems with problem-specific guided local search. Seiten: 301-302.
2009
Grahl, J., Minner, S., & Rothlauf, F. (2009). Decomposition of Dynamic Single-Product and Multi-product Lotsizing Problems and Scalability of EDAs. In A. Fink & 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., & 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
Pfeiffer, J., Riedl, R., & Rothlauf, F. (2009). On the Relationship between Interactive Decision Aids and Decision Strategies: A Theoretical Analysis. In H. R. Hansen, D. Karagiannis, & 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., Cagnoni, S., Di Caro, G., Ekárt, A., Esparcia-Alcázar, A. I., Farooq, M., Fink, A., Machado, P., McCormack, J., O'Neill, M., Neri, F., Preuss, M., Tarantino, E., … 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., & 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 & 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
Hildenbrand, T., Rothlauf, F., Geisser, M., Heinzl, A., & Kude, T. (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 & 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 & M. Keijzer (Eds.), GECCO (pp. 697-704). ACM. Author/Publisher URL
Rothlauf, F., Giacobini, M., Brabazon, A., Cagnoni, S., Di Caro, G., Drechsler, R., Ekárt, A., Esparcia-Alcázar, A. I., Farooq, M., Fink, A., McCormack, J., O'Neill, M., Romero, J., Squillero, G., Uyar, S., … 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 & M. Keijzer (Eds.), GECCO (pp. 563-570). ACM. Author/Publisher URL
2007
Beimborn, D., Fladung, R. B., & Rothlauf, F. (2007). How to Configure Cost-optimal Procurement Consortia for Academic Libraries. In J. A. Hoxmeier & S. C. 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 & 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, A. Koschmider, V. Pankratius, & B. Schnizler (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., Hildenbrand, T., & Arndt, J. (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
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
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, 1529-1529. DOI
Rothlauf, F. (2007). Konzeption und Implementierung eines Planungssystems für Schnittstellentests. In A. Oberweis, C. Weinhardt, H. Gimpel, A. Koschmider, V. Pankratius, & B. Schnizler (Eds.), Wirtschaftsinformatik (2) (pp. 483-500). Universitaetsverlag Karlsruhe. Author/Publisher URL
Rothlauf, F. (2007). Design and Application of Metaheuristics [PhD Thesis].
Rothlauf, F., & Deibert, S. (2007). On the Bene t of Using Mobile Technologies in Business Processes (P. Cunningham & M. Cunningham, Eds.; Issue Exploiting the Knowledge Economy - Issues, Applications, Case Studies, pp. 1721-1728). IOS Press.
Rothlauf, F., Giacobini, M., Brabazon, A., Cagnoni, S., Di Caro, G., Drechsler, R., Farooq, M., Fink, A., Lutton, E., Machado, P., Minner, S., O'Neill, M., Romero, J., Squillero, G., Takagi, H., Uyar, S., … Yang, S. (Eds.). (2007). Applications of Evolutionary Computing (Lecture Notes on Computer Science, Vols 4448). Springer Science & Business Media.
2006
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, & K. Turowski (Eds.), MMS: Vol. P-76 (pp. 144-155). GI. Author/Publisher URL
Butter, T., Rothlauf, F., Grahl, J., Hildenbrand, T., & Arndt, J. (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., Rothlauf, F., Paulussen, T. O., Lamersdorf, W., & Heinzl, A. (2006). Evaluation of a Multi-Agent System for Hospital Patient Scheduling. International Transactions on Systems Science and Applications, 1(4), 375-380.
2005
Grahl, J., Minner, S., & Rothlauf, F. (2005). Behaviour of UMDAc with truncation selection on monotonous functions. Congress on Evolutionary Computation, 2553-2559. Author/Publisher URL
Reichelt, D., & 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
Reichelt, D., & Rothlauf, F. (2005). Reliable Communication Network Design with Evolutionary Algorithms. Int. J. Comput. Intell. Appl., 5, 251-266.
Rothlauf, F. (Ed.). (2005). GECCO Workshop Proceedings of the Annual Conference on Genetic and Evolutionary Computation. ACM Press.
Rothlauf, F., & 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., Branke, J., Cagnoni, S., Drechsler, R., Romero, J., Squillero, G., Smith, G. D., Marchiori, E., Machado, P., Jin, Y., … 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
Rothlauf, F., Schunk, D., & 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., & 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., & 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 & S. Voß, Eds.; pp. 15-34).
Rothlauf, F., & Heinzl, A. (2004). Gasteditorial. KI - Künstliche Intelligenz, 18, 4-4. Author/Publisher URL
Rothlauf, F., Paulussen, T. O., & Heinzl, A. (2004). Service - Applications of Software Agents. Künstliche Intell., 18, 42-42.
Rothlauf, F., Raidl, G. R., Cagnoni, S., Branke, J., Corne, D. W., Drechsler, R., Jin, Y., Johnson, C. G., Machado, P., Marchiori, E., Smith, G. D., … 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., & 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., & David E. Goldberg. (2003). Redundant representations in evolutionary computation. Evolutionary computation, 11(4), Seiten: 381-415.
Schwind, M., Stockheim, T., & 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, J. L. F.-V. Martín, & H.-P. Schwefel (Eds.), PPSN (Vols 2439, pp. 99-110). Springer. 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, R. Roy, D. Davis, R. Poli, K. Balakrishnan, V. G. Honavar, G. Rudolph, J. Wegener, L. Bull, M. A. Potter, A. C. Schultz, J. F. Miller, E. K. Burke, & N. Jonoska (Eds.), GECCO (pp. 695-695). Morgan Kaufmann. Author/Publisher URL
Rothlauf, F. (2002). Representations for Genetic and Evolutionary Algorithms (Studies in Fuzziness and Soft Computing, Vols 104). Springer. DOI
Rothlauf, F., Goldberg, D., & 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., & 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., & 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., & 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., & Heinzl, A. (2001). Konzeption eines Koordinationsmechanismus zur dezentralen Ablaufplanung in medizinischen Behandlungspfaden (MEDPACO). In H. U. Buhl, A. Huther, & 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.: Vol. D-2 (H. Beilner, H. Fiedler, O. Günther, S. Hölldobler, G. Hotz, P. Liggesmeyer, K.-P. Löhr, R. Reischuk, & D. Wagner, Eds.; pp. 157-167). GI. 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., & 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., & 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., & 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, X. Yao, E. Lutton, J. J. M. Guervós, & H.-P. Schwefel (Eds.), Parallel Problem Solving from Nature PPSN VI (pp. 395-404). Springer. DOI
Rothlauf, F., Goldberg, D. E., & Heinzl, A. (2000). Bad Codings and the Utility of Well-Designed Genetic Algorithms. In L. D. Whitley, D. E. Goldberg, E. Cantú-Paz, L. Spector, I. C. Parmee, & H.-G. Beyer (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 & 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., & Rothlauf, F. How Smart Cities Explore New Technologies. Proceedings on Perspectives in Business Informatics Research - 18th International Conference, 1-15.
Grosche, T., & Rothlauf, F. Simultaneous Airline Scheduling. In Studies in Computational Intelligence (pp. 81-108). Springer Berlin Heidelberg. DOI
Reichelt, D., & Rothlauf, F. CURE: Eine Reparaturheuristik für die Planung ökonomischer und zuverlässiger Kommunikationsnetzwerke mit Hilfe von heuristischen Optimierungsverfahren. 283-294. DOI
Zielonka, J. T., Rothlauf, F., & 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