A Modified Quantum-Inspired Genetic Algorithm Using Lengthening Chromosome Size and an Adaptive Look-Up Table to Avoid Local Optima

A Modified Quantum-Inspired Genetic Algorithm Using Lengthening Chromosome Size and an Adaptive Look-Up Table to Avoid Local Optima

The quantum-inspired genetic algorithm (QGA), which combines quantum mechanics concepts and GA to enhance search capability, has been popular and provides an efficient search mechanism. This paper proposes a modified QGA, called dynamic QGA (DQGA). The proposed algorithm utilizes a lengthening chrom...

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Bibliographic Details
Main Authors: Shahin Hakemi, Mahboobeh Houshmand, Seyyed Abed Hosseini, Xujuan Zhou
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Axioms
Subjects:
quantum computing
quantum-inspired algorithms
metaheuristics
numerical optimization
constrained optimization
Online Access:https://www.mdpi.com/2075-1680/12/10/978

Internet

https://www.mdpi.com/2075-1680/12/10/978

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