Kernel-based hybrid multi-objective optimization algorithm (KHMO)

A new hybrid evolutionary algorithm named Kernel-based Hybrid Multi-Objective Optimization Algorithm (KHMO) is introduced in this work. The main novelty of this algorithm is its updating rule based on the concept of a reproducing kernel in order to properly approximate the numerical gradient. In add...

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Bibliographic Details

Published in:	Information sciences Vol. 624; pp. 416 - 434
Main Authors:	Flor-Sánchez, Carlos O., Reséndiz-Flores, Edgar O., García-Calvillo, Irma D.
Format:	Journal Article
Language:	English
Published:	Elsevier Inc 01.05.2023
Subjects:	Hybrid multi-objective evolutionary algorithm Kernel-based gradient Memetic algorithms Multi-objective optimization Pareto searching direction Memetic algorithms Hybrid multi-objective evolutionary algorithm Multi-objective optimization Pareto searching direction Kernel-based gradient
ISSN:	0020-0255, 1872-6291
Online Access:	Get full text
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