Enhanced Multi-Objective Grey Wolf Optimization using Adaptive Diversity Tuning and Levy Flights

This study proposes an enhanced Multi-Objective Grey Wolf Optimizer (MOGWO) using adaptive population diversity tuning and levy flight theories (EMOGWO-ADTLF). It addresses the issues of parameter tunning by balancing exploration and exploitation. Using MATLAB and Python library Pymoo, the study imp...

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Bibliographic Details

Published in:	Carpathian journal of electrical engineering Vol. 18; no. 1; pp. 7 - 35
Main Authors:	Asigri, Peter, Frimpong, Emmanuel Asuming, Anto, Emmanuel Kwaku, Kwegyir, Daniel, Effah, Francis Boafo
Format:	Journal Article
Language:	English
Published:	Baia Mare North University Centre of Baia Mare 01.12.2024 Technical University of Cluj-Napoca
Subjects:	adaptive population diversity Algorithms Archives & records Decision making Engineering Exploitation grey wolf optimizer Leadership levy flight multi-objective optimization Multiple objective analysis Objectives Optimization Performance evaluation Tuning
ISSN:	1843-7583, 1843-7583
Online Access:	Get full text
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