Analysis of the Impact of Prediction Accuracy on Search Performance in Surrogate-assisted Evolutionary Algorithms

Author:

Hanawa Yuki1,Harada Tomohiro1,Miura Yukiya2

Affiliation:

1. Graduate School of Systems Design Tokyo Metropolitan University,Tokyo,Japan

2. Tokyo Metropolitan University,Faculty of Systems Design,Tokyo,Japan

Publisher

IEEE

Reference16 articles.

1. Constraint-handling in nature- inspired numerical optimization: Past, present and future;Mezura-Montes,2011

2. A review of surrogate-assisted evolutionary algorithms for expensive optimization problems;He,2023

3. Surrogate-assisted evolutionary computation: Recent advances and future challenges;Jin,2011

4. Data-Driven Evolutionary Optimization

5. Analysis of Relation between Prediction Accuracy of Surrogate Model and Search Performance on Extreme Learning Machine Assisted MOEA/D

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