08-01-2014, 02:28 PM
Comparison Of Different Selection Schemes In Genetic Algorithms
ABSTRACT
The paper compares and analyses two different selection methods for genetic algorithms, which are, the roulette wheel method and the tournament selection method. Selection scheme is used to improve the chances of the selected individual to create new generation or offspring. We compared them on the basis of their performance and takeover time computations and we found that tournament solution gives a better solution and convergence criteria.