International Journal of Engineering, Science and Mathematics

  • Year: 2017
  • Volume: 6
  • Issue: 3

Study of the various selection techniques in genetic algorithms

  • Author:
  • Saneh Lata Yadav1, Asha Sohal2
  • Total Page Count: 7
  • DOI:
  • Page Number: 198 to 204

1Assistant Professor, Department of Computer Science and Engineering, K.R. Mangalam University, Gurgaon

2Associate Professor, Department of Computer Science and Engineering, K.R. Mangalam University, Gurgaon

Online published on 19 April, 2019.

Abstract

This paper considers a number of selection schemes commonly used in modern genetic algorithms. The categorization of the various selection techniques and their advantages and disadvantages are considered in this paper.

Keywords

Convergence, Diversity, Fitness proportionate, Genetic algorithm, Roulette wheel selection