Meta-optimization of multi-objective population-based algorithms using multi-objective performance metrics

In this paper, a method for optimizing the parameters of multi-objective population-based algorithms is proposed. It is based on a meta-optimization, in which an external algorithm optimizes the parameters of the main algorithm. The purpose of proposed optimization is to select the functions, on the...

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Bibliographic Details

Published in:	Information sciences Vol. 489; pp. 193 - 204
Main Author:	Łapa, Krystian
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.07.2019
Subjects:	Meta-optimization Multi-objective Performance metrics Population-based algorithms Performance metrics Population-based algorithms Multi-objective Meta-optimization
ISSN:	0020-0255, 1872-6291
Online Access:	Get full text
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