Runtime Analysis for the NSGA-II: Provable Speed-Ups From Crossover

18 August 2022

Papers citing "Runtime Analysis for the NSGA-II: Provable Speed-Ups From Crossover"

23 / 23 papers shown

Title
Scalable Speed-ups for the SMS-EMOA from a Simple Aging Strategy Mingfeng Li Weijie Zheng Benjamin Doerr 39 0 0 03 May 2025
A First Runtime Analysis of NSGA-III on a Many-Objective Multimodal Problem: Provable Exponential Speedup via Stochastic Population Update Andre Opris 36 0 0 02 May 2025
Multi-objective Pseudo Boolean Functions in Runtime Analysis: A Review Zimin Liang Mingxing Li 41 0 0 24 Mar 2025
Unlocking the Potential of Global Human Expertise Elliot Meyerson Olivier Francon Darren Sargent Babak Hodjat Risto Miikkulainen 66 2 0 31 Oct 2024
Maintaining Diversity Provably Helps in Evolutionary Multimodal Optimization Shengjie Ren Zhijia Qiu Chao Bian Miqing Li Chao Qian 54 5 0 04 Jun 2024
An Archive Can Bring Provable Speed-ups in Multi-Objective Evolutionary Algorithms Chao Bian Shengjie Ren Miqing Li Chao Qian 48 4 0 04 Jun 2024
Illustrating the Efficiency of Popular Evolutionary Multi-Objective Algorithms Using Runtime Analysis D. Dang Andre Opris Dirk Sudholt 30 2 0 22 May 2024
Concentration Tail-Bound Analysis of Coevolutionary and Bandit Learning Algorithms Per Kristian Lehre Shishen Lin 33 2 0 07 May 2024
Proven Runtime Guarantees for How the MOEA/D Computes the Pareto Front From the Subproblem Solutions Benjamin Doerr Martin S. Krejca Noé Weeks 47 2 0 02 May 2024
Runtime Analysis of the SMS-EMOA for Many-Objective Optimization Weijie Zheng Benjamin Doerr 46 18 0 16 Dec 2023
Migrant Resettlement by Evolutionary Multi-objective Optimization Danqin Liu Yu-Ran Gu Chao Qian Xin Mu Ke Tang 52 0 0 13 Oct 2023
Towards Running Time Analysis of Interactive Multi-objective Evolutionary Algorithms Tianhao Lu Chao Bian Chao Qian 44 4 0 12 Oct 2023
Analysing the Robustness of NSGA-II under Noise D. Dang Andre Opris B. Salehi Dirk Sudholt 33 23 0 07 Jun 2023
Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms Chao Bian Yawen Zhou Mingxing Li Chao Qian 32 34 0 05 Jun 2023
The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem Sacha Cerf Benjamin Doerr Benjamin Hebras Yakob Kahane Simon Wietheger 53 32 0 22 May 2023
How Well Does the Metropolis Algorithm Cope With Local Optima? Benjamin Doerr Taha El Ghazi El Houssaini A. Rajabi Carsten Wit 40 6 0 21 Apr 2023
How the Move Acceptance Hyper-Heuristic Copes With Local Optima: Drastic Differences Between Jumps and Cliffs Benjamin Doerr Arthur Dremaux J. Lutzeyer Aurélien Stumpf 39 5 0 20 Apr 2023
Crossover Can Guarantee Exponential Speed-Ups in Evolutionary Multi-Objective Optimisation D. Dang Andre Opris Dirk Sudholt 57 15 0 31 Jan 2023
Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency For Many Objectives Weijie Zheng Benjamin Doerr 29 28 0 23 Nov 2022
A Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III) Simon Wietheger Benjamin Doerr 46 35 0 15 Nov 2022
Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) Weijie Zheng Benjamin Doerr 34 8 0 05 Mar 2022
Mathematical Runtime Analysis for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) Weijie Zheng Benjamin Doerr 40 39 0 16 Dec 2021
Theoretical Analyses of Multiobjective Evolutionary Algorithms on Multimodal Objectives Weijie Zheng Benjamin Doerr 50 25 0 14 Dec 2020