Optimization and interoperability of information systems - Couverture souple

El Hami, Norelislam

 
9786208850364: Optimization and interoperability of information systems
Couverture souple
ISBN 10 : 6208850363 ISBN 13 : 9786208850364
Editeur : Our Knowledge Publishing, 2025

Synopsis

This book proposes a new global optimization method called MPSO-SA. This hybrid method is the result of coupling a variant of the Particle Swarm Optimization (MPSO) algorithm with the Simulted Annealing (SA) method. Stochastic methods have made considerable progress in solving optimization problems. These include the Particle Swarm Optimization (PSO) method developed by [Eberhart and Kennedy (1995)]. As for the simulated annealing (SA) method, it is derived from the physical process of ordering the atoms of a crystal to form a perfect crystalline structure. To illustrate the performance of the proposed MPSO-SA method, a comparison is made with MPSO and SA on test functions known from the literature. The MPSO-SA method is used to solve real-life interoperability problems in information systems, as well as optimization and reliability problems in mechanical structures.

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Éditeur
Our Knowledge Publishing
Date d'édition
2025
Langue
anglais
ISBN 10 
6208850363
ISBN 13 
9786208850364
Reliure
Broché
Nombre de pages
92
Coordonnées du fabricant
non disponible
Personne responsable
non disponible