The Hot off the Press track offers authors of recent papers the opportunity to present their work to the GECCO community, both by giving a talk on one of the three main days of the conference and by having a 2-page abstract appear in the proceedings companion, in which also the workshop papers, late-breaking abstracts, and tutorials appear. For more information see the Call for HOPs.
| Title | Authors |
|---|---|
| Runtime Analysis of the $(mu + 1)$ GA: Provable Speed-Ups from Strong Drift towards Diverse Populations | Benjamin Doerr (École Polytechnique, LIX, CNRS), Aymen Echarghaoui (École Polytechnique), Mohammed Jamal (École Polytechnique), Martin S. Krejca (École Polytechnique, LIX, CNRS) |
| How to Use the Metropolis Algorithm for Multi-Objective Optimization？ | Weijie Zheng (Harbin Institute of Technology), Mingfeng Li (Harbin Institute of Technology), Renzhong Deng (Harbin Institute of Technology), Benjamin Doerr (École Polytechnique) |
| Hypervolume-Based Cooperative Coevolution with Two Reference Points for Multi-Objective Optimization | Lie Meng Pang (Southern University of Science and Technology), Hisao Ishibuchi (Southern University of Science and Technology), Linjun He (Southern University of Science and Technology), Ke Shang (Southern University of Science and Technology), Longcan Chen (City University of Hong Kong, Southern University of Science and Technology) |
| Hot Off the Press: Benchmarking Derivative-Free Global Optimization Algorithms under Limited Dimensions and Large Evaluation Budgets | Linas Stripinis (Vilnius University), Jakub Kudela (Brno University of Technology), Remigijus Paulavicius (Vilnius University) |
| Exploring the Explainable Aspects and Performance of a Learnable Evolutionary Multiobjective Optimization Method | Giovanni Misitano (University of Jyväskylä) |
| Dynamic Visualization Tool for Optimization Process | Yao-Hsin Chou (National Chi Nan University), Cheng-Yen Hua (National Chi Nan University), Shu-Yu Kuo (National Taiwan University), Yu-Chi Jiang (Princeton University), Sy-Yen Kuo (National Taiwan University) |
| Hot off the Press: Towards Practical Preferential Bayesian Optimization with Skew Gaussian Processes | Shion Takeno (Nagoya University), Masahiro Nomura (CyberAgent, Inc.), Masayuki Karasuyama (Nagoya Institute of Technology) |
| Hot Off the Press: Soft computing methods in the solution of an inverse heat transfer problem with phase change | Tomáš Mauder (Brno University of Technology), Jakub Kudela (Brno University of Technology), Lubomír Klimeš (Brno University of Technology), Martin Zálešák (Brno University of Technology), Pavel Charvát (Brno University of Technology) |
| Enhancing Prediction, Explainability, Inference and Robustness of Decision Trees via Symbolic Regression-Discovered Splits | Kei Sen Fong (National University of Singapore), Mehul Motani (National University of Singapore) |
| Distributed Repair of Deep Neural Networks (Hot off the Press at GECCO 2024) | Davide Li Calsi (Technical University of Munich), Matias Duran (SFI Lero@Trinity College Dublin), Xiao-Yi Zhang (University of Science and Technology Beijing), Paolo Arcaini (National Institute of Informatics), Fuyuki Ishikawa (National Institute of Informatics) |
| Hot off the Press: Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency For Many Objectives | Weijie Zheng (Harbin Institute of Technology), Benjamin Doerr (Institut Polytechnique de Paris) |
| Convergence Rate Analysis of the (1+1)-ES on Locally Strongly Convex and Lipschitz Smooth | Daiki Morinaga (University of Tsukuba, RIKEN AIP), Kazuto Fukuchi (University of Tsukuba, RIKEN AIP), Jun Sakuma (Tokyo Institute of Technology, RIKEN AIP), Youhei Akimoto (University of Tsukuba, RIKEN AIP) |
| Improving Lexicase Selection with Informed Down-Sampling | Martin Briesch (Johannes Gutenberg-Universität), Ryan Boldi (University of Massachusetts Amherst), Dominik Sobania (Johannes Gutenberg-Universität), Alexander Lalejini (Grand Valley State University), Thomas Helmuth (Hamilton College), Franz Rothlauf (Johannes Gutenberg-Universität), Charles Ofria (Michigan State University), Lee Spector (Amherst College) |
| Combining Online Learning with Mutation-Based Stochastic Search to Repair Buggy Programs | Joseph Renzullo (Arizona State University), Westley Weimer (University of Michigan), Stephanie Forrest (Arizona State University) |
| Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III) | Simon Wietheger (TU Wien), Benjamin Doerr (École Polytechnique) |
| Trust Your Neighbours: Handling Noise in Multi-Objective Optimisation Using kNN-Averaging (GECCO'24 Hot off the Press) | Stefan Klikovits (Johannes Kepler University Linz), Cédric Ho Thanh (RIKEN), Ahmet Cetinkaya (Shibaura Institute of Technology), Paolo Arcaini (National Institute of Informatics) |
| Feature Attribution Explanation Based on Multi-Objective Evolutionary Learning | Ziming Wang (Southern University of Science and Technology), Changwu Huang (Southern University of Science and Technology), Xin Yao (Lingnan University) |
| Multiobjective Evolutionary Component Effect on Algorithm Behavior | Yuri Lavinas (University of Toulouse), Marcelo Ladeira (University of Brasilia), Gabriela Ochoa (University of Stirling), Claus Aranha (University of Tsukuba) |
| Model-based Gradient Search using the Plackett-Luce model | Valentino Santucci (University for Foreigners of Perugia), Josu Ceberio (University of Basque Country) |
| Summary of “Curiosity creates Diversity in Policy Search” | Paul-Antoine le Tolguenec (Airbus, ISAE-SUPAERO, Université de Toulouse), Emmanuel Rachelson (ISAE-SUPAERO, Université de Toulouse, University of Toulouse), Yann Besse (Airbus), Dennis G. Wilson (ISAE-SUPAERO, Université de Toulouse, University of Toulouse) |
| Hot of the Press: Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation | Andre Opris (University of Passau), Duc-Cuong Dang (University of Passau), Dirk Sudholt (University of Passau) |
| Hot off the Press: Runtime Analyses of Multi-Objective Evolutionary Algorithms in the Presence of Noise | Matthieu Dinot (École Polytechnique), Benjamin Doerr (École Polytechnique, Laboratoire d'Informatique (LIX)), Ulysse Hennebelle (École Polytechnique), Sebastian Will (École Polytechnique) |
| Hot off the Press: Runtime Analysis of the SMS-EMOA for Many-Objective Optimization | Weijie Zheng (Harbin Institute of Technology), Benjamin Doerr (Institut Polytechnique de Paris) |
| A Review of Randomness Techniques in Deep Neural Networks | Mohammed Ghaith Altarabichi (Halmstad University), Sławomir Nowaczyk (Halmstad University), Sepideh Pashami (Halmstad University), Peyman Sheikholharam Mashhadi (Halmstad University), Julia Handl (University of Manchester) |
| Hot off the Press: Parallel Multi-Objective Optimization for Expensive and Inexpensive Objectives and Constraints | Roy de Winter (Leiden University, C-Job Naval Architects), Bas Milatz (C-Job Naval Architects), Julian Blank (Michigan State University), Niki van Stein (Leiden University), Thomas Bäck (Leiden University), Kalyanmoy Deb (Michigan State University) |
| A Semantic-based Hoist Mutation Operator for Evolutionary Feature Construction in Regression [Hot off the Press] | Hengzhe Zhang (Victoria University of Wellington), Qi Chen (Victoria University of Wellington), Bing Xue (Victoria University of Wellington), Wolfgang Banzhaf (Michigan State University), Mengjie Zhang (Victoria University of Wellington) |