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Constraint Handling Using Gradient Repair Differential Evolution - Soumen Sardar,Sudipta Ghosh

englanti
2016-11-21
50,92 € 78,34 €

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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 objecti ... Täydellinen kuvaus

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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.

Lisätietoja

Kirjoittaja Soumen Sardar, Sudipta Ghosh
Julkaisija LAP LAMBERT Academic Publishing
Julkaisuvuosi 2016
Kannen tyyppi Pehmeäkantinen
EAN 9783659962837
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Arvostelet: Constraint Handling Using Gradient Repair Differential Evolution
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50,92 € 78,34 €