Research in Random Parameters of Genetic Algorithm and Its Application on TSP and Optimization Problems

Research in Random Parameters of Genetic Algorithm and Its Application on TSP and Optimization Problems

In this paper, we consider a variety of random parameters of genetic algorithms based on some benchmark functions and traveling salesman problem (TSP). We have analyzed parameters of the genetic algorithm such as population size, crossover probability and mutation probability. The experiments have...

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Bibliographic Details
Main Authors: Mohammed Masoud JAVIDI, Roghiyeh Hoseinpour FARD, Mahdi JAMPOUR
Format: Article
Language:English
Published: Walailak University 2014-01-01
Series:Walailak Journal of Science and Technology
Subjects:
Genetic algorithm
Schaffer
Ackley
Rastrigin
traveling salesman problem
Online Access:http://wjst.wu.ac.th/index.php/wjst/article/view/618

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