Adaptive inflationary differential evolution

Research output: Contribution to conferencePaper

In this paper, an adaptive version of Inflationary Differential Evolution is presented and tested on a set of real case problems taken from the CEC2011 competition on realworld applications. Inflationary Differential Evolution extends standard Differential Evolution with both local and global restart procedures. The proposed adaptive algorithm utilizes a probabilistic kernel based approach to automatically adapt the values of both the crossover and step parameters. In addition the paper presents a sensitivity analysis on the values of the parameters controlling the local restart mechanism and their impact on the solution of one of the hardest problems in the CEC2011 test set.
Original languageEnglish
Pages1792-1799
Number of pages8
DOIs
StatePublished - 6 Jul 2014
EventCEC 2014 - Beijing, China

Conference

ConferenceCEC 2014
CountryChina
CityBeijing
Period6/07/1411/07/14
Internet address

    Research areas

  • adaptive algorithms, differential evolution

Bibliographical note

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Equipment

(1)
  1. ARCHIE-WeSt (UOSHPC)

    Equipment/facility: Facility

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