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Více informací o knize Constraint Handling Using Gradient Repair Differential Evolution

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Anotace knihy

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.

Parametry knihy

• Plný název: Constraint Handling Using Gradient Repair Differential Evolution
• Autor: Sudipta Ghosh, Soumen Sardar
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 128
• EAN: 9783659962837
• ID: 15598209
• Nakladatelství: LAP Lambert Academic Publishing
• Hmotnost: 209 g
• Rozměry: 220 × 150 × 8 mm
• Rok vydání: 2016

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