Hot off the Press: Runtime Analysis of the SMS-EMOA for Many-Objective Optimization

Author:

Zheng Weijie1ORCID,Doerr Benjamin2ORCID

Affiliation:

1. Harbin Institute of Technology, Shenzhen, China

2. Institut Polytechnique de Paris, Paris, France

Funder

National Natural Science Foundation of China

Science, Technology and Innovation Commission of Shenzhen Municipality

Guangdong Basic and Applied Basic Research Foundation

FMJH Program Gaspard Monge

Publisher

ACM

Reference22 articles.

1. SMS-EMOA: Multiobjective selection based on dominated hypervolume

2. Chao Bian and Chao Qian. 2022. Better running time of the non-dominated sorting genetic algorithm II (NSGA-II) by using stochastic tournament selection. In Parallel Problem Solving From Nature, PPSN 2022. Springer, 428--441.

3. Stochastic Population Update Can Provably Be Helpful in Multi-Objective Evolutionary Algorithms

4. The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem

5. Analysing the Robustness of NSGA-II under Noise

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