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Optymalizacja i interoperacyjność systemów informatycznych

Optymalizacja i interoperacyjność systemów informatycznych

Norelislam El Hami

103,89 €
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Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
Materia
Informática: cuestiones generales
ISBN:
9786208850401
103,89 €
IVA incluido
Disponible

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W niniejszej książce zaproponowano nową metodę optymalizacji globalnej o nazwie MPSO-SA. Ta hybrydowa metoda jest wynikiem połączenia wariantu algorytmu roju cząstek zwanego MPSO (Particle Swarm Optimisation) z metodą symulowanego wyżarzania zwaną SA (Simulted Annealing). Metody stochastyczne poczyniły znaczne postępy w rozwiązywaniu problemów optymalizacyjnych. Wśród tych metod jest metoda roju cząstek (PSO) opracowana przez [Eberhart i Kennedy (1995)]. Metoda symulowanego wyżarzania (SA) wywodzi się z fizycznego procesu porządkowania atomów w krysztale w celu utworzenia idealnej struktury krystalicznej. Aby zilustrować wydajność proponowanej metody MPSO-SA, dokonano porównania z MPSO i SA na funkcjach testowych znanych z literatury. Metoda MPSO-SA jest wykorzystywana do rozwiązywania rzeczywistych problemów interoperacyjności w systemach informatycznych, a także problemów optymalizacji i niezawodności w konstrukcjach mechanicznych.

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