Comparative review of selection techniques in genetic algorithm
Authors: Shukla, A., Pandey, H.M. and Mehrotra, D.
Journal: 2015 1st International Conference on Futuristic Trends in Computational Analysis and Knowledge Management, ABLAZE 2015
Pages: 515-519
DOI: 10.1109/ABLAZE.2015.7154916
Abstract:This paper compares various selection techniques used in Genetic Algorithm. Genetic algorithms are optimization search algorithms that maximize or minimizes given functions. Indentifying the appropriate selection technique is a critical step in genetic algorithm. The process of selection plays an important role in resolving premature convergence because it occurs due to lack of diversity in the population. Therefore selection of population in each generation is very important. In this study, we have reported the significant work conducted on various selection techniques and the comparison of selection techniques.
Source: Scopus
Comparative Review of Selection Techniques in Genetic Algorithm
Authors: Shukla, A., Pandey, H.M. and Mehrotra, D.
Journal: 2015 1ST INTERNATIONAL CONFERENCE ON FUTURISTIC TRENDS ON COMPUTATIONAL ANALYSIS AND KNOWLEDGE MANAGEMENT (ABLAZE)
Pages: 515-519
ISBN: 978-1-4799-8433-6
Source: Web of Science (Lite)