Title of article :
Genetic Algorithm – an Approach to Solve Global Optimization Problems
Author/Authors :
PRATIBHA BAJPAI، نويسنده , , DR. MANOJ KUMAR، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2010
Pages :
8
From page :
199
To page :
206
Abstract :
The genetic algorithm (GA) is a search heuristic that is routinely used to generate useful solutions to optimization and search problems. Itgenerates solutions to optimization problems using techniques inspired by natural evolution, such as inheritance, mutation, selection, andcrossover. Genetic algorithms are one of the best ways to solve a problem for which little is known. They are a very general algorithm and sowork 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 tocreate a high quality solution
Keywords :
global optimization , Rastriginיs function , Genetic algorithms
Journal title :
Indian Journal of Computer Science and Engineering
Serial Year :
2010
Journal title :
Indian Journal of Computer Science and Engineering
Record number :
667440
Link To Document :
بازگشت