Advertisement

Revised Mutation Strategy for Differential Evolution Algorithm

  • Meera RamadasEmail author
  • Ajith Abraham
Chapter
Part of the Intelligent Systems Reference Library book series (ISRL, volume 152)

Abstract

This chapter introduces a newly developed variant of Differential Evolution named ReDE—Revised Differential Evolution. This variant is created by changing the mutation strategy of traditional DE algorithm. ReDE uses two control parameters and two types of population in its mutation strategy. This strategy uses two weighted difference unlike traditional DE strategies. The new mutation strategy in ReDE gives progressive results in comparison to the traditional mutation strategies of DE.

Copyright information

© Springer Nature Switzerland AG 2019

Authors and Affiliations

  1. 1.Information TechnologyUniversity College of BahrainManamaBahrain
  2. 2.Scientific Network for Innovation and Research ExcellenceMachine Intelligence Research Labs (MIR Labs)AuburnUSA

Personalised recommendations