| Title | Authors |
|---|---|
| Efficient Approximation of Expected Hypervolume Improvement Using Gauss-Hermite Quadrature | Alma Rahat (Swansea University), Tinkle Chugh (University of Exeter), Jonathan Fieldsend (University of Exeter), Richard Allmendinger (University of Manchester), Kaisa Miettinen (University of Jyväskylä) |
| Hot off the Press: A First Runtime Analysis of the NSGA-II on a Multimodal Problem | Benjamin Doerr (Ecole Polytechnique, Laboratoire d'Informatique (LIX)), Zhongdi Qu (Ecole Polytechnique, Laboratoire d'Informatique (LIX)) |
| Hot off the Press: From Understanding the Population Dynamics of the NSGA-II to the First Proven Lower Bounds | Benjamin 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 Crossover | Benjamin Doerr (Ecole Polytechnique, Laboratoire d'Informatique (LIX)), Zhongdi Qu (Ecole Polytechnique, Laboratoire d'Informatique (LIX)) |
| BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain | Diederick Vermetten (Leiden University), Bas Van Stein (Leiden University), Fabio Caraffini (Swansea University), Leandro Minku (The University of Birmingham), Anna Kononova (Leiden University) |
| Dynastic Potential Crossover operator | Francisco Chicano (University of Malaga), Gabriela Ochoa (University of Stirling), Darrell Whitley (Colorado State University), Renato Tinós (University of Sao Paulo) |
| A Novel Generalized Metaheuristic Framework for Dynamic Capacitated Arc Routing Problems | Hao 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) |
| 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) |
| 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) |
| Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation | Ke Shang (Southern University of Science and Technology), Tianye Shu (Southern University of Science and Technology), Hisao Ishibuchi (Southern University of Science and Technology) |
| HV-Net: Hypervolume Approximation based on DeepSets | Ke 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) |
| Evolutionary Symbolic Regression: Mechanisms from the Perspectives of Morphology and Adaptability | Kei Sen Fong (National University of Singapore), Shelvia Wongso (National University of Singapore), Mehul Motani (National University of Singapore) |
| Classifier-based evolutionary multiobjective optimization for the graph protection problem | Krzysztof Michalak (Wroclaw University of Economics) |
| Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark Problems | Lennart Schäpermeier (TU Dresden, ScaDS.AI), Christian Grimme (University of Münster), Pascal Kerschke (TU Dresden, ScaDS.AI) |
| Incremental Recursive Ranking Grouping -- A Decomposition Strategy for Additively and Nonadditively Separable Problems | Marcin 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) |
| Tag Affinity Criteria Influence Adaptive Evolution | Matthew Moreno (University of Michigan), Alexander Lalejini (Grand Valley State University), Charles Ofria (Michigan State University) |
| 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) |
| A Feature-Free Approach to Automated Algorithm Selection | Mohamad Alissa (Edinburgh Napier University), Kevin Sim (Edinburgh Napier University), Emma Hart (Edinburgh Napier University) |
| Fast Genetic Algorithm for feature selection — A qualitative approximation approach | Mohammed Ghaith Altarabichi (Halmstad University), Sławomir Nowaczyk (Halmstad University), Sepideh Pashami (Halmstad University), Peyman Sheikholharam Mashhadi (Halmstad University) |
| 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) |
| Lottery tickets in evolutionary optimization: On sparse backpropagation-free trainability | Robert Lange (Technical Univ. Berlin), Henning Sprekeler (Technical Univ. Berlin) |
| Discovering Evolution Strategies via Meta-Black-Box Optimization | Robert 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) |
| Neuroevolution Trajectory Networks: revealing the past of incrementally neuroevolved CNNs | Stefano Sarti (University of Stirling) |
| Diversity Enhancement via Magnitude | Steve Huntsman (STR) |
| Automated Dynamic Algorithm Configuration | Steven 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) |
| Enhancing Siamese Neural Networks for Multi-class Classification: An Immuno-inspired approach | Suraj Pandey (Indian Institute of Technology Guwahati), Shivashankar Nair (Indian Institute of Technology Guwahati) |
| SonOpt: Understanding the behaviour of bi-objective population-based optimisation algorithms through sound | Tasos Asonitis (University of Manchester), Richard Allmendinger (University of Manchester), Matt Benatan (Sonos Experience Limited), Ricardo Climent (University of Manchester) |
| Impact of Boundary Control Methods on Bound-constrained Optimization Benchmarking | Tomas 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) |
| Multi-Step-Ahead Web Service QoS Time Series Forecasting: A Multi-Predictor-Based Genetic Programming Approach | Yang Syu (National Taipei University of Education), Yong-Yi Fanjiang (Fu Jen Catholic University) |