e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

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ABSTRACT

Title : Genetic Algorithm - an Approach to Solve Global Optimization Problems
Authors : PRATIBHA BAJPAI, DR. MANOJ KUMAR
Keywords : Global Optimization; Genetic Algorithms; Rastrigin's function.
Issue Date : October 2010
Abstract :
The genetic algorithm (GA) is a search heuristic that is routinely used to generate useful solutions to optimization and search problems. It generates solutions to optimization problems using techniques inspired by natural evolution, such as inheritance, mutation, selection, and crossover. Genetic algorithms are one of the best ways to solve a problem for which little is known. They are a very general algorithm and so work well in any search space. All you need to know is what you need the solution to be able to do well, and a genetic algorithm will be able to create a high quality solution.
Page(s) : 199-206
ISSN : 0976-5166
Source : Vol. 1, No.3