Optimization and interoperability of information systems: DE - Softcover

El Hami, Norelislam

 
9786208850364: Optimization and interoperability of information systems: DE
Softcover
ISBN 10: 6208850363 ISBN 13: 9786208850364
Verlag: Our Knowledge Publishing, 2025

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Norelislam El Hami, starszy wyk¿adowca w ENSA Kénitra, jest ekspertem w dziedzinie informatyki i matematyki stosowanej. Posiada podwójny doktorat (INSA Rouen i Univ. Mohammed V-Agdal) oraz tytu¿ in¿yniera (FPMS, Belgia) i wyró¿nia si¿ w dziedzinie sztucznej inteligencji, optymalizacji i badä akademickich.

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Verlag
Our Knowledge Publishing
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
6208850363
ISBN 13 
9786208850364
Einband
Taschenbuch
Anzahl der Seiten
92
Kontakt zum Hersteller
Edicoes Nosso Conhecimento
customerservice@vdm-vsg.de

SIA
Riga
1039
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