Accepted Hot off the Press Papers


TitleAuthors
A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing ProblemsHao Tong (University of Birmingham), Leandro Minku (University of Birmingham), Stefan Menzel (Honda Research Institute Europe GmbH), Bernhard Sendhoff (Honda Research Institute Europe GmbH), Xin Yao (Southern University of Science and Technology)
Multi-objective Search for Gender-fair and Semantically Correct Word Embeddings (HOP GECCO'23)Max Hort (Simula Research Laboratory), Rebecca Moussa (University College London), Federica Sarro (University College London)
On the Preferences of Quality Indicators for Multi-Objective Search Algorithms in Search-Based Software Engineering (Hot Off the Press track at GECCO 2023)Jiahui Wu (Simula Research Laboratory), Paolo Arcaini (National Institute of Informatics), Tao Yue (Simula Research Laboratory), Shaukat Ali (Simula Research Laboratory), Huihui Zhang (Weifang University)
Discovering Evolution Strategies via Meta-Black-Box OptimizationRobert Lange (Technical Univ. Berlin), Tom Schaul (Google DeepMind), Yutian Chen (Google DeepMind), Tom Zahavy (Google DeepMind), Valentin Dalibard (Google DeepMind), Chris Lu (University of Oxford), Satinder Singh (Google DeepMind), Sebastian Flennerhag (Google DeepMind)
Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark ProblemsLennart Schäpermeier (TU Dresden, ScaDS.AI), Christian Grimme (University of Münster), Pascal Kerschke (TU Dresden, ScaDS.AI)
SonOpt: Understanding the behaviour of bi-objective population-based optimisation algorithms through soundTasos Asonitis (University of Manchester), Richard Allmendinger (University of Manchester), Matt Benatan (Sonos Experience Limited), Ricardo Climent (University of Manchester)
Neuroevolution Trajectory Networks: revealing the past of incrementally neuroevolved CNNsStefano Sarti (University of Stirling)
Tag Affinity Criteria Influence Adaptive EvolutionMatthew Moreno (University of Michigan), Alexander Lalejini (Grand Valley State University), Charles Ofria (Michigan State University)
Fast Genetic Algorithm for feature selection — A qualitative approximation approachMohammed Ghaith Altarabichi (Halmstad University), Sławomir Nowaczyk (Halmstad University), Sepideh Pashami (Halmstad University), Peyman Sheikholharam Mashhadi (Halmstad University)
Multi-Step-Ahead Web Service QoS Time Series Forecasting: A Multi-Predictor-Based Genetic Programming ApproachYang Syu (National Taipei University of Education), Yong-Yi Fanjiang (Fu Jen Catholic University)
Impact of Boundary Control Methods on Bound-constrained Optimization BenchmarkingTomas Kadavy (Tomas Bata University in Zlin), Adam Viktorin (Tomas Bata University in Zlin), Anezka Kazikova (Tomas Bata University in Zlin), Michal Pluhacek (Tomas Bata University in Zlin), Roman Senkerik (Tomas Bata University in Zlin)
Efficient Approximation of Expected Hypervolume Improvement Using Gauss-Hermite QuadratureAlma Rahat (Swansea University), Tinkle Chugh (University of Exeter), Jonathan Fieldsend (University of Exeter), Richard Allmendinger (University of Manchester), Kaisa Miettinen (University of Jyväskylä)
Diversity Enhancement via MagnitudeSteve Huntsman (STR)
Hot off the Press: From Understanding the Population Dynamics of the NSGA-II to the First Proven Lower BoundsBenjamin Doerr (Ecole Polytechnique, Laboratoire d'Informatique (LIX)), Zhongdi Qu (Ecole Polytechnique, Laboratoire d'Informatique (LIX))
Incremental Recursive Ranking Grouping -- A Decomposition Strategy for Additively and Nonadditively Separable ProblemsMarcin Komarnicki (Wroclaw University of Science and Technology), Michal Przewozniczek (Wroclaw University of Science and Technology), Halina Kwasnicka (Wroclaw University of Science and Technology), Krzysztof Walkowiak (Wroclaw University of Science and Technology)
A Feature-Free Approach to Automated Algorithm SelectionMohamad Alissa (Edinburgh Napier University), Kevin Sim (Edinburgh Napier University), Emma Hart (Edinburgh Napier University)
Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution ApproximationKe Shang (Southern University of Science and Technology), Tianye Shu (Southern University of Science and Technology), Hisao Ishibuchi (Southern University of Science and Technology)
Hot off the Press: A First Runtime Analysis of the NSGA-II on a Multimodal ProblemBenjamin Doerr (Ecole Polytechnique, Laboratoire d'Informatique (LIX)), Zhongdi Qu (Ecole Polytechnique, Laboratoire d'Informatique (LIX))
Hot off the Press: Runtime Analysis for the NSGA-II - Provable Speed-Ups From CrossoverBenjamin Doerr (Ecole Polytechnique, Laboratoire d'Informatique (LIX)), Zhongdi Qu (Ecole Polytechnique, Laboratoire d'Informatique (LIX))
Genetic Programming-based Evolutionary Feature Construction for Heterogeneous Ensemble Learning [Hot of the Press]Hengzhe Zhang (Victoria University of Wellington), Aimin Zhou (East China Normal University), Qi Chen (Victoria University of Wellington), Bing Xue (Victoria University of Wellington), Mengjie Zhang (Victoria University of Wellington)
HV-Net: Hypervolume Approximation based on DeepSetsKe Shang (Southern University of Science and Technology), Weiyu Chen (Southern University of Science and Technology), Weiduo Liao (Southern University of Science and Technology), Hisao Ishibuchi (Southern University of Science and Technology)
BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous DomainDiederick Vermetten (Leiden University), Bas Van Stein (Leiden University), Fabio Caraffini (Swansea University), Leandro Minku (The University of Birmingham), Anna Kononova (Leiden University)
Lottery tickets in evolutionary optimization: On sparse backpropagation-free trainabilityRobert Lange (Technical Univ. Berlin), Henning Sprekeler (Technical Univ. Berlin)
Dynastic Potential Crossover operatorFrancisco Chicano (University of Malaga), Gabriela Ochoa (University of Stirling), Darrell Whitley (Colorado State University), Renato Tinós (University of Sao Paulo)
Evolutionary Symbolic Regression: Mechanisms from the Perspectives of Morphology and AdaptabilityKei Sen Fong (National University of Singapore), Shelvia Wongso (National University of Singapore), Mehul Motani (National University of Singapore)
Enhancing Siamese Neural Networks for Multi-class Classification: An Immuno-inspired approachSuraj Pandey (Indian Institute of Technology Guwahati), Shivashankar Nair (Indian Institute of Technology Guwahati)
Automated Dynamic Algorithm ConfigurationSteven Adriaensen (University of Freiburg), André Biedenkapp (University of Freiburg), Gresa Shala (University of Freiburg), Noor Awad (University of Freiburg), Theresa Eimer (Leibniz University Hannover), Marius Lindauer (Leibniz University Hannover), Frank Hutter (University of Freiburg)
MEG: Multi-objective Ensemble Generation for Software Defect Prediction (HOP GECCO'23)Rebecca Moussa (University College London), Giovani Guizzo (University College London), Federica Sarro (University College London)
Classifier-based evolutionary multiobjective optimization for the graph protection problemKrzysztof Michalak (Wroclaw University of Economics)