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Franz Rothlauf

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

84

Venues

9

Active years

2000–2026

Best venue rank

A

Where they publish

Papers

84 indexed papers, newest first.

YearVenueTitleAuthors
2026GECCOROIDS: Robust Outlier-Aware Informed Down-Sampling.Alina Geiger, Martin Briesch, Dominik Sobania, Franz Rothlauf
2025EUROGPWas Tournament Selection All We Ever Needed? A Critical Reflection on Lexicase Selection.Alina Geiger, Martin Briesch, Dominik Sobania, Franz Rothlauf
2025GECCOTransformer Semantic Genetic Programming for Symbolic Regression.Philipp Anthes, Dominik Sobania, Franz Rothlauf
2025GECCOSelection Methods in Genetic Programming: A Performance Analysis.Alina Geiger, Dominik Sobania, Franz Rothlauf
2025GECCORepresentations for Evolutionary Algorithms.Franz Rothlauf
2025GECCOImageBreeder: Guiding Diffusion Models with Evolutionary Computation.Dominik Sobania, Martin Briesch, Franz Rothlauf
2024EUROGPA Comprehensive Comparison of Lexicase-Based Selection Methods for Symbolic Regression Problems.Alina Geiger, Dominik Sobania, Franz Rothlauf
2024GECCOImproving Lexicase Selection with Informed Down-Sampling.Martin Briesch, Ryan Boldi, Dominik Sobania, Alexander Lalejini, Thomas Helmuth, Franz Rothlauf, Charles Ofria, Lee Spector
2024GECCORepresentations for Evolutionary Algorithms.Franz Rothlauf
2024SISAPRobust Statistical Scaling of Outlier Scores: Improving the Quality of Outlier Probabilities for Outliers.Philipp Rchner, Henrique O. Marques, Ricardo J. G. B. Campello, Arthur Zimek, Franz Rothlauf
2023EUROGPMTGP: Combining Metamorphic Testing and Genetic Programming.Dominik Sobania, Martin Briesch, Philipp Rchner, Franz Rothlauf
2023EUROGPSmall Solutions for Real-World Symbolic Regression Using Denoising Autoencoder Genetic Programming.David Wittenberg, Franz Rothlauf
2023GECCOOn the Trade-Off between Population Size and Number of Generations in GP for Program Synthesis.Martin Briesch, Dominik Sobania, Franz Rothlauf
2023GECCODown-Sampled Epsilon-Lexicase Selection for Real-World Symbolic Regression Problems.Alina Geiger, Dominik Sobania, Franz Rothlauf
2023GECCORepresentations for Evolutionary Algorithms.Franz Rothlauf
2023ICISDisentangling Technostress in Social Streaming Services: The Impact of Perceived Eustress and Distress on User Participation and Engagement.Julia Theresia Zielonka, Franz Rothlauf
2022CECEffects of the Training Set Size: A Comparison of Standard and Down-Sampled Lexicase Selection in Program Synthesis.Dirk Schweim, Dominik Sobania, Franz Rothlauf
2022EUROGPProgram Synthesis with Genetic Programming: The Influence of Batch Sizes.Dominik Sobania, Franz Rothlauf
2022GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2022GECCOChoose your programming copilot: a comparison of the program synthesis performance of github copilot and genetic programming.Dominik Sobania, Martin Briesch, Franz Rothlauf
2022GECCOAnalyzing optimized constants in genetic programming on a real-world regression problem.Dominik Sobania, Martin Briesch, David Wittenberg, Franz Rothlauf
2022GECCOProgram synthesis with evolutionary algorithms: Status quo: hot off the press track (GECCO 2022).Dominik Sobania, Dirk Schweim, Franz Rothlauf
2022GECCODenoising autoencoder genetic programming for real-world symbolic regression.David Wittenberg, Franz Rothlauf
2022ICISFrom Block to TOE: Analyzing Opportunities of Blockchain Technologies in the Automotive Industry.Julia Theresia Zielonka, Rebecca Maria Heigl, Franz Rothlauf
2022KIThe Randomness of Input Data Spaces is an A Priori Predictor for Generalization.Martin Briesch, Dominik Sobania, Franz Rothlauf
2021GECCOImproving estimation of distribution genetic programming with novelty initialization.Christian Olmscheid, David Wittenberg, Dominik Sobania, Franz Rothlauf
2021GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2021GECCOUsing knowledge of human-generated code to bias the search in program synthesis with grammatical evolution.Dirk Schweim, Erik Hemberg, Dominik Sobania, Una-May O'Reilly, Franz Rothlauf
2021GECCOOn sampling error in evolutionary algorithms.Dirk Schweim, David Wittenberg, Franz Rothlauf
2021GECCOA generalizability measure for program synthesis with genetic programming.Dominik Sobania, Franz Rothlauf
2020EUROGPChallenges of Program Synthesis with Grammatical Evolution.Dominik Sobania, Franz Rothlauf
2020GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2020GECCODAE-GP: denoising autoencoder LSTM networks as probabilistic models in estimation of distribution genetic programming.David Wittenberg, Franz Rothlauf, Dirk Schweim
2019GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2019GECCOTeaching GP to program like a human software developer: using perplexity pressure to guide program synthesis approaches.Dominik Sobania, Franz Rothlauf
2019GECCOOn the role of non-effective code in linear genetic programming.Lo Franoso Dal Piccol Sotto, Franz Rothlauf
2018GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2018GECCOAn analysis of the bias of variation operators of estimation of distribution programming.Dirk Schweim, Franz Rothlauf
2018GECCOCovSel: A new approach for ensemble selection applied to symbolic regression problems.Dominik Sobania, Franz Rothlauf
2017GECCOShaping communities of local optima by perturbation strength.Sebastian Herrmann, Matthias Herrmann, Gabriela Ochoa, Franz Rothlauf
2017GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2016GECCOCommunities of Local Optima as Funnels in Fitness Landscapes.Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf
2016GECCORepresentations for Evolutionary Algorithms.Franz Rothlauf
2016PPSNCoarse-Grained Barrier Trees of Fitness Landscapes.Sebastian Herrmann, Gabriela Ochoa, Franz Rothlauf
2015GECCOPredicting Heuristic Search Performance with PageRank Centrality in Local Optima Networks.Sebastian Herrmann, Franz Rothlauf
2015GECCORepresentations for Evolutionary Algorithms.Franz Rothlauf
2015GECCOOn the Bias of Syntactic Geometric Recombination in Genetic Programming and Grammatical Evolution.Ann Thorhauer, Franz Rothlauf
2014GECCOAn implicitly parallel EDA based on restricted boltzmann machines.Malte Probst, Franz Rothlauf, Jrn Grahl
2014GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2014ICISMinimally Restrictive Decision Support Systems.Jella Pfeiffer, Izak Benbasat, Franz Rothlauf
2014PPSNOn the Locality of Standard Search Operators in Grammatical Evolution.Ann Thorhauer, Franz Rothlauf
2013GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2013GECCOStructural difficulty in grammatical evolution versus genetic programming.Ann Thorhauer, Franz Rothlauf
2012GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2011GECCOAnalysis of properties of recombination operators proposed for the node-depth encoding.Telma Woerle de Lima, Alexandre Cludio Botazzo Delbem, Franz Rothlauf
2011GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2011GECCOGuided local search for the optimal communication spanning tree problem.Wolfgang Steitz, Franz Rothlauf
2010GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2010GECCOSolving OCST problems with problem-specific guided local search.Wolfgang Steitz, Franz Rothlauf
2009GECCOA genetic algorithm for analyzing choice behavior with mixed decision strategies.Jella Pfeiffer, Dejan Duzevik, Franz Rothlauf, Koichi Yamamoto
2009GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2009GECCONew insights into the OCST problem: integrating node degrees and their location in the graph.Wolfgang Steitz, Franz Rothlauf
2008CISISApproaches to Collaborative Software Development.Tobias Hildenbrand, Franz Rothlauf, Michael Geisser, Armin Heinzl, Thomas Kude
2008GECCOThe node-depth encoding: analysis and application to the bounded-diameter minimum spanning tree problem.Telma Woerle de Lima, Franz Rothlauf, Alexandre C. B. Delbem
2008GECCOReference point based multi-objective evolutionary algorithms for group decisions.Jella Pfeiffer, Uli Golle, Franz Rothlauf
2008GECCORepresentations for evolutionary algorithms.Franz Rothlauf
2008GECCOOrientation matters: how to efficiently solve ocst problems with problem-specific EAs.Wolfgang Steitz, Franz Rothlauf
2007GECCOSDR: a better trigger for adaptive variance scaling in normal EDAs.Peter A. N. Bosman, Jrn Grahl, Franz Rothlauf
2007GECCOAnalysis of greedy heuristics and weight-coded eas for multidimensional knapsack problems and multi-unit combinatorial auctions.Jella Pfeiffer, Franz Rothlauf
2007ICSEAAn Evaluation Method for Requirements Engineering Approaches in Distributed Software Development Projects.Michael Geisser, Tobias Hildenbrand, Franz Rothlauf, Colin Atkinson
2006EUROGPOn the Locality of Grammatical Evolution.Franz Rothlauf, Marie Oetzel
2006GECCOGenetic algorithms and mixed integer linear programs for optimal strategies in a student's "sports" activity.Thomas Butter, Franz Rothlauf, Jrn Grahl, Tobias Hildenbrand, Jens Arndt
2006GECCOThe correlation-triggered adaptive variance scaling IDEA.Jrn Grahl, Peter A. N. Bosman, Franz Rothlauf
2005CECBehaviour of UMDAJrn Grahl, Stefan Minner, Franz Rothlauf
2005GECCOClassification of human decision behavior: finding modular decision rules with genetic algorithms.Franz Rothlauf, Daniel Schunk, Jella Pfeiffer
2004GECCOPolyEDA: Combining Estimation of Distribution Algorithms and Linear Inequality Constraints.Jrn Grahl, Franz Rothlauf
2004GECCOThe Edge-Set Encoding Revisited: On the Bias of a Direct Representation for Trees.Carsten Tzschoppe, Franz Rothlauf, Hans Josef Pesch
2003CECOptimization heuristics for the combinatorial auction problem.Michael Schwind, Tim Stockheim, Franz Rothlauf
2003GECCOPopulation Sizing for the Redundant Trivial Voting Mapping.Franz Rothlauf
2003GECCOOn the Locality of Representations.Franz Rothlauf
2002GECCOThe Influence Of Binary Representations Of Integers On The Performance Of Selectorecombinative Genetic Algorithms.Franz Rothlauf
2002PPSNBinary Representations of Integers and the Performance of Selectorecombinative Genetic Algorithms.Franz Rothlauf
2000GECCOBad Codings and the Utility of Well-Designed Genetic Algorithms.Franz Rothlauf, David E. Goldberg, Armin Heinzl
2000PPSNPruefer Numbers and Genetic Algorithms: A Lesson on How the Low Locality of an Encoding Can Harm the Performance of GAs.Franz Rothlauf, David E. Goldberg