Könyv Constraint Handling Using Gradient Repair Differential Evolution Sudipta Ghosh

Constraint Handling Using Gradient Repair Differential Evolution

Nyelv: Angol
Kötés: Puha kötésű
Elérhetőség: Beszállítói készleten
Küldés 8-11 napon belül
17 247 Ft
The Differential Evolution (DE) algorithm emerged as a very competitive form of evolutionary computi...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2016
oldal
128
EAN
9783659962837
Enbook ID
15598209
Súly
209
Méretek
150 x 220 x 8

Teljes leírás

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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