Hot off the Press: The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem-Reference-Cited by-同舟云学术

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Hot off the Press: The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem

Published:2024-07-14 Issue: Volume: Page:27-28
ISSN:
Container-title:Proceedings of the Genetic and Evolutionary Computation Conference Companion
language:
Short-container-title:

Author:

Cerf Sacha¹²^ORCID,Doerr Benjamin³^ORCID,Hebras Benjamin¹^ORCID,Kahane Yakob¹^ORCID,Wietheger Simon⁴^ORCID

Affiliation:

1. École Polytechnique, Paris, France

2. Inria, Paris, France

3. École Polytechnique, Palaiseau, France

4. TU Wien, Vienna, Austria

Funder

FMJH Program Gaspard Monge

Publisher

ACM

Link

https://dl.acm.org/doi/pdf/10.1145/3638530.3664080

Reference11 articles.

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

2. A fast and elitist multiobjective genetic algorithm: NSGA-II

3. Anh Viet Do, Aneta Neumann, Frank Neumann, and Andrew M. Sutton. 2023. Rigorous runtime analysis of MOEA/D for solving multi-objective minimum weight base problems. In Advances in Neural Information Processing Systems, NeurIPS 2023.

4. Benjamin Doerr and Frank Neumann (Eds.). 2020. Theory of Evolutionary Computation---Recent Developments in Discrete Optimization. Springer. Also available at http://www.lix.polytechnique.fr/Labo/Benjamin.Doerr/doerr_neumann_book.html.

5. A First Runtime Analysis of the NSGA-II on a Multimodal Problem

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