Constraint Handling Using Gradient Repair Differential Evolution

Name: Constraint Handling Using Gradient Repair Differential Evolution
Brand: LAP Lambert Academic Publishing
SKU: 9783659962837
Price: 984 CZK
Availability: InStock

Autor: Sudipta Ghosh, Soumen Sardar

Jazyk:

Vazba: Brožovaná

Vydavatel: LAP Lambert Academic Publishing

Dostupnost: Skladem u dodavatele

Odesíláme za 8-11 dnů

984 Kč

The Differential Evolution (DE) algorithm emerged as a very competitive form of evolutionary computi...

Informace o knize

Autor

Sudipta Ghosh, Soumen Sardar

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2016

Stránek

128

EAN

9783659962837

Enbook ID

15598209

Vydavatel

LAP Lambert Academic Publishing

Hmotnost

209

Rozměry

150 x 220 x 8

Kompletní popis

The Differential Evolution (DE) algorithm emerged as a very competitive form of evolutionary computing more than a decade ago. The first article on DE published as a technical report by Rainer Storn and Kenneth V. Price in 1995. DE operates through the same computational steps as employed by a standard EA. However, unlike traditional EAs, DE employs difference of the parameter vectors to explore the objective function landscape. The Gradient Repair method is suitable used as a infeasible solution repairing technique along with Differential Evolution (DE) algorithm results in development of Gradient Repair Differential Evolution algorithm for constrained optimization. While handling real-world problems we not only have to find the optimal solutions but also have to satisfy one or more certain specified functional criterion and other requirements known as constraints to generate an acceptable solution. Thus the proposed GRDE algorithm efficiently handles the constrained real world problems.

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Constraint Handling Using Gradient Repair Differential Evolution

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