Frumen Olivas

(Author)

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic (2018)Paperback - 2018, 22 March 2018

Dynamic Parameter Adaptation for Meta-Heuristic Optimization Algorithms Through Type-2 Fuzzy Logic (2018)
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Part of Series
Springerbriefs in Applied Sciences and Technology
Part of Series
Springerbriefs in Computational Intelligence
Print Length
105 pages
Language
English
Publisher
Springer
Date Published
22 Mar 2018
ISBN-10
3319708503
ISBN-13
9783319708508

Description

Proposes a methodology for parameter adaptation in meta-heuristic optimization methods
Uses three different optimization methods: PSO (Particle Swarm Optimization), ACO (Ant Colony Optimization) and GSA (Gravitational Search Algorithm), to verify the improvement of the proposed methodology
Demonstrates the advantage of the methodology by using various simulations

Product Details

Authors:
Frumen OlivasFevrier ValdezOscar CastilloPatricia Melin
Book Edition:
2018
Book Format:
Paperback
Country of Origin:
NL
Date Published:
22 March 2018
Dimensions:
23.39 x 15.6 x 0.61 cm
ISBN-10:
3319708503
ISBN-13:
9783319708508
Language:
English
Location:
Cham
Pages:
105
Publisher:
Weight:
172.36 gm

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