Cost-vs-accuracy of sampling in multi-objective combinatorial exploratory landscape analysis

Author:

Cosson Raphaël1,Derbel Bilel1,Liefooghe Arnaud1,Verel Sébastien2,Aguirre Hernan3,Zhang Qingfu4,Tanaka Kiyoshi3

Affiliation:

1. Univ. Lille, CNRS, Inria, CRIStAL, Lille, France

2. Univ. Littoral Côte d'Opale, Calais, France

3. Shinshu University, Japan

4. City University of Hong Kong, Kowloon Tong, Hong Kong

Publisher

ACM

Reference33 articles.

1. Working principles, behavior, and performance of MOEAs on MNK-landscapes

2. Cosson, Derbel, Liefooghe, Aguirre, Tanaka, and Zhang. 2021. Decomposition-Based Multi-objective Landscape Features and Automated Algorithm Selection . In Evolutionary Computation in Combinatorial Optimization, Christine Zarges and Sébastien Verel (Eds.) . Springer International Publishing , 34--50. Cosson, Derbel, Liefooghe, Aguirre, Tanaka, and Zhang. 2021. Decomposition-Based Multi-objective Landscape Features and Automated Algorithm Selection. In Evolutionary Computation in Combinatorial Optimization, Christine Zarges and Sébastien Verel (Eds.). Springer International Publishing, 34--50.

3. K. Deb . 2001. Multi-Objective Optimization using Evolutionary Algorithms . Cambridge University Press . 409--410 pages. K. Deb. 2001. Multi-Objective Optimization using Evolutionary Algorithms. Cambridge University Press. 409--410 pages.

4. Multicriteria Optimization

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1. On bi-objective combinatorial optimization with heterogeneous objectives;European Journal of Operational Research;2024-11

2. Landscape-enabled algorithmic design for the cell switch-off problem in 5G ultra-dense networks;Engineering Optimization;2024-06-19

3. MOEAs Are Stuck in a Different Area at a Time;Proceedings of the Genetic and Evolutionary Computation Conference;2023-07-12

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