A Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III)

15 November 2022

Papers citing "A Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III)"

23 / 23 papers shown

Title
Tight Runtime Guarantees From Understanding the Population Dynamics of the GSEMO Multi-Objective Evolutionary Algorithm Benjamin Doerr Martin S. Krejca Andre Opris 24 0 0 02 May 2025
A First Runtime Analysis of NSGA-III on a Many-Objective Multimodal Problem: Provable Exponential Speedup via Stochastic Population Update Andre Opris 26 0 0 02 May 2025
Proven Approximation Guarantees in Multi-Objective Optimization: SPEA2 Beats NSGA-II Yasser Alghouass Benjamin Doerr Martin S. Krejca Mohammed Lagmah 35 0 0 02 May 2025
The First Theoretical Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm III (NSGA-III) Renzhong Deng Weijie Zheng Benjamin Doerr 28 0 0 30 Apr 2025
Multi-objective Pseudo Boolean Functions in Runtime Analysis: A Review Zimin Liang Mingxing Li 34 0 0 24 Mar 2025
Theoretical Advantage of Multiobjective Evolutionary Algorithms for Problems with Different Degrees of Conflict Weijie Zheng 22 0 0 08 Aug 2024
An Archive Can Bring Provable Speed-ups in Multi-Objective Evolutionary Algorithms Chao Bian Shengjie Ren Miqing Li Chao Qian 35 4 0 04 Jun 2024
Illustrating the Efficiency of Popular Evolutionary Multi-Objective Algorithms Using Runtime Analysis D. Dang Andre Opris Dirk Sudholt 25 2 0 22 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 31 2 0 02 May 2024
A Survey of Decomposition-Based Evolutionary Multi-Objective Optimization: Part I-Past and Future Ke Li 26 0 0 22 Apr 2024
Near-Tight Runtime Guarantees for Many-Objective Evolutionary Algorithms Simon Wietheger Benjamin Doerr 26 7 0 19 Apr 2024
Runtime Analyses of NSGA-III on Many-Objective Problems Andre Opris D. Dang Frank Neumann Dirk Sudholt 24 17 0 17 Apr 2024
A Block-Coordinate Descent EMO Algorithm: Theoretical and Empirical Analysis Benjamin Doerr Joshua Knowles Aneta Neumann Frank Neumann 26 0 0 04 Apr 2024
Runtime Analysis of the SMS-EMOA for Many-Objective Optimization Weijie Zheng Benjamin Doerr 27 18 0 16 Dec 2023
Towards Running Time Analysis of Interactive Multi-objective Evolutionary Algorithms Tianhao Lu Chao Bian Chao Qian 31 4 0 12 Oct 2023
Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms Chao Bian Yawen Zhou Mingxing Li Chao Qian 13 33 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 40 32 0 22 May 2023
Runtime Analyses of Multi-Objective Evolutionary Algorithms in the Presence of Noise Matthieu Dinot Benjamin Doerr Ulysse Hennebelle S. Will 24 13 0 17 May 2023
Can Evolutionary Clustering Have Theoretical Guarantees? Chao Qian 24 3 0 04 Dec 2022
Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency For Many Objectives Weijie Zheng Benjamin Doerr 19 27 0 23 Nov 2022
Runtime Analysis for the NSGA-II: Provable Speed-Ups From Crossover Benjamin Doerr Zhongdi Qu 13 43 0 18 Aug 2022
Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) Weijie Zheng Benjamin Doerr 18 8 0 05 Mar 2022
Mathematical Runtime Analysis for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) Weijie Zheng Benjamin Doerr 21 39 0 16 Dec 2021