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Optimization and interoperability of information systems

By Norelislam El Hami

Optimization and interoperability of information systems

By Norelislam El Hami

0 - Default Title
Description
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.
Product details
Binding:
Paperback
Number of Pages:
92
Release Date:
2025-07-14
Publication Date:
2025-07-14
Publisher:
Our Knowledge Publishing
Languages:
Original: English
ISBN10:
6208850363
ISBN13:
9786208850364
Weight:
155 g
Height:
150 cm
Width:
220 cm
Thickness:
6 cm
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