International Journal of Soft Computing And Artificial Intelligence (IJSCAI)
.
Follow Us On :
current issues
Volume-12,Issue-1  ( May, 2024 )
Statistics report
Jun. 2024
Submitted Papers : 80
Accepted Papers : 10
Rejected Papers : 70
Acc. Perc : 12%
Issue Published : 22
Paper Published : 242
No. of Authors : 695
  Journal Paper


Paper Title :
Comparative Study of Selection Methods in Genetic Algorithm

Author :Mansi Gangwar, Maiya Din, V. K. Jha

Article Citation :Mansi Gangwar ,Maiya Din ,V. K. Jha , (2017 ) " Comparative Study of Selection Methods in Genetic Algorithm " , International Journal of Soft Computing And Artificial Intelligence (IJSCAI) , pp. 37-40, Volume-5,Issue-1

Abstract : Genetic algorithm is a directed random search technique, based on mechanics of natural selection and natural genetics. Genetic algorithm can find the global optimal solution in complex multi-dimensional search space. This paper mainly compares the various selection techniques, which is the most critical step in GA. Selection is based on fitness value; higher the fitness value more chance of selection for next population. Keywords - Genetic algorithm, Fitness proportionate Selection, Steady State Selection, Rank Selection, Truncation Selection, Tournament Selection, Hybrid Selection.

Type : Research paper

Published : Volume-5,Issue-1


DOIONLINE NO - IJSCAI-IRAJ-DOIONLINE-7610   View Here

Copyright: © Institute of Research and Journals

| PDF |
Viewed - 82
| Published on 2017-06-14
   
   
IRAJ Other Journals
IJSCAI updates
IJSCAI Volume-12,Issue-1(May,2024)
The Conference World

JOURNAL SUPPORTED BY