An adaptive differential evolution algorithm with novel mutation and crossover strategies for global numerical optimization

Differential evolution (DE) is one of the most powerful stochastic real parameter optimizers of current interest. In this paper, we propose a new mutation strategy, a fitness- induced parent selection scheme for the binomial crossover of DE, and a simple but effective scheme of adapting two of its m...

Full description

Bibliographic Details
Main Authors: Suganthan, P. N., Ghosh, Saurav, Roy, Subhrajit, Islam, Sk. Minhazul, Das, Swagatam
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/96270
http://hdl.handle.net/10220/11442