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2012.07231
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Theoretical Analyses of Multiobjective Evolutionary Algorithms on Multimodal Objectives
Evolutionary Computation (Evol. Comput.), 2020
14 December 2020
Weijie Zheng
Benjamin Doerr
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Papers citing
"Theoretical Analyses of Multiobjective Evolutionary Algorithms on Multimodal Objectives"
19 / 19 papers shown
On the Problem Characteristics of Multi-objective Pseudo-Boolean Functions in Runtime Analysis
Foundations of Genetic Algorithms (FOGA), 2025
Zimin Liang
Mingxing Li
313
0
0
24 Mar 2025
Theoretical Advantage of Multiobjective Evolutionary Algorithms for Problems with Different Degrees of Conflict
Weijie Zheng
225
0
0
08 Aug 2024
Near-Tight Runtime Guarantees for Many-Objective Evolutionary Algorithms
Simon Wietheger
Benjamin Doerr
360
12
0
19 Apr 2024
A Flexible Evolutionary Algorithm With Dynamic Mutation Rate Archive
Martin S. Krejca
Carsten Witt
321
5
0
05 Apr 2024
Runtime Analysis of the SMS-EMOA for Many-Objective Optimization
AAAI Conference on Artificial Intelligence (AAAI), 2023
Weijie Zheng
Benjamin Doerr
279
24
0
16 Dec 2023
Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Chao Bian
Yawen Zhou
Mingxing Li
Chao Qian
266
47
0
05 Jun 2023
The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Sacha Cerf
Benjamin Doerr
Benjamin Hebras
Yakob Kahane
Simon Wietheger
341
44
0
22 May 2023
Runtime Analyses of Multi-Objective Evolutionary Algorithms in the Presence of Noise
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Matthieu Dinot
Benjamin Doerr
Ulysse Hennebelle
S. Will
398
18
0
17 May 2023
Theoretical Analyses of Evolutionary Algorithms on Time-Linkage OneMax with General Weights
Weijie Zheng
Xin Yao
160
1
0
11 May 2023
Towards Self-adaptive Mutation in Evolutionary Multi-Objective Algorithms
Furong Ye
Frank Neumann
Jacob De Nobel
Aneta Neumann
Thomas Bäck
271
0
0
08 Mar 2023
Fourier Analysis Meets Runtime Analysis: Precise Runtimes on Plateaus
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2023
Benjamin Doerr
A. J. Kelley
311
7
0
16 Feb 2023
Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency For Many Objectives
IEEE Transactions on Evolutionary Computation (TEVC), 2022
Weijie Zheng
Benjamin Doerr
325
56
0
23 Nov 2022
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Global SEMO Algorithm
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2022
Benjamin Doerr
O. Hadri
A. Pinard
179
12
0
07 Oct 2022
Runtime Analysis for the NSGA-II: Provable Speed-Ups From Crossover
AAAI Conference on Artificial Intelligence (AAAI), 2022
Benjamin Doerr
Zhongdi Qu
228
58
0
18 Aug 2022
A First Runtime Analysis of the NSGA-II on a Multimodal Problem
IEEE Transactions on Evolutionary Computation (TEVC), 2022
Benjamin Doerr
Zhongdi Qu
299
93
0
28 Apr 2022
Towards a Stronger Theory for Permutation-based Evolutionary Algorithms
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2022
Benjamin Doerr
Yassine Ghannane
Marouane Ibn Brahim
207
9
0
15 Apr 2022
Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II)
IEEE Transactions on Evolutionary Computation (TEVC), 2022
Weijie Zheng
Benjamin Doerr
224
16
0
05 Mar 2022
Mathematical Runtime Analysis for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II)
Weijie Zheng
Benjamin Doerr
373
71
0
16 Dec 2021
Self-Adjusting Evolutionary Algorithms for Multimodal Optimization
A. Rajabi
Carsten Witt
338
68
0
07 Apr 2020
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