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Different Local Search Used In Hybrid Genetic Algorithm

Author(s):

Noopur Tyagi , Modern Institute of Engeeniring and technology

Keywords:

Initialization, Local search, Genetic Algorithm (GA)

Abstract

Genetic Algorithm (GA) facilitates the hybridization of other local search to remove the problem of genetic drifts. Initial population affects the other stages and the success of GA. Genetic algorithm incorporates the local search techniques with genetic operations so it can improve the performance. Exploitation means to find the best result by using the already available knowledge and exploration means to investigate something new which is not available in the area of search field. Here in this paper different local search using Genetic algorithm has been studied.

Other Details

Paper ID: IJSRDV3I2389
Published in: Volume : 3, Issue : 2
Publication Date: 01/05/2015
Page(s): 748-750

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