Mathematical Runtime Analysis for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II)

16 December 2021

Papers citing "Mathematical Runtime Analysis for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II)"

14 / 14 papers shown

Title
The First Theoretical Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm III (NSGA-III) Renzhong Deng Weijie Zheng Benjamin Doerr 30 0 0 30 Apr 2025
Theoretical Advantage of Multiobjective Evolutionary Algorithms for Problems with Different Degrees of Conflict Weijie Zheng 24 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 37 2 0 02 May 2024
Near-Tight Runtime Guarantees for Many-Objective Evolutionary Algorithms Simon Wietheger Benjamin Doerr 32 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 32 0 0 04 Apr 2024
Runtime Analysis of the SMS-EMOA for Many-Objective Optimization Weijie Zheng Benjamin Doerr 30 18 0 16 Dec 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 Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency For Many Objectives Weijie Zheng Benjamin Doerr 22 27 0 23 Nov 2022
A Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III) Simon Wietheger Benjamin Doerr 25 35 0 15 Nov 2022
Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) Weijie Zheng Benjamin Doerr 21 8 0 05 Mar 2022