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Multi-layer optimization algorithm.

Authors :
Abdalla, M
Yamin, J
Al-Khawaldeh, E
Source :
Journal of Algorithms & Computational Technology; Jan-Dec2022, Vol. 16, p1-11, 11p
Publication Year :
2022

Abstract

The optimization of experimental results has repeatedly posed major challenges for scientist and engineers. In this work, a systematic multi-layer optimization scheme is proposed in conjunction with particle swarm optimization algorithm to locate a global optimum that fits a cost function. The technique utilizes SP-lines to form three-dimensional patches surfaces from experimental data in multi-layer fashion and incorporates a multi-layer search using particle swarm optimization. The novel technique is illustrated and verified over two layers of experimental data to show its effectiveness. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
17483018
Volume :
16
Database :
Complementary Index
Journal :
Journal of Algorithms & Computational Technology
Publication Type :
Academic Journal
Accession number :
161032756
Full Text :
https://doi.org/10.1177/17483026211060469