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Evolutionary design of polymorphic circuits with the improved evolutionary repair

  • University of Science and Technology of China

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In our previous work [1], the evolutionary repair technique has been introduced into the evolutionary design of the combinational logic circuits. In this paper, the evolutionary repair technique is improved, in which the number of the input vectors of the repair circuit is usually smaller than that of the corresponding incomplete circuit. The evolutionary algorithm with the improved evolutionary repair technique (i.e. erEDAII) is used to generate the polymorphic circuits. Experimental results demonstrate that some polymorphic circuits are evolved by erEDAII effectively. Especially, the polymorphic circuit with 8 inputs and 8 outputs could be evolved by the erEDAII.

Original languageEnglish
Title of host publication2013 IEEE Congress on Evolutionary Computation, CEC 2013
Pages2192-2200
Number of pages9
DOIs
StatePublished - 2013
Externally publishedYes
Event2013 IEEE Congress on Evolutionary Computation, CEC 2013 - Cancun, Mexico
Duration: 20 Jun 201323 Jun 2013

Publication series

Name2013 IEEE Congress on Evolutionary Computation, CEC 2013

Conference

Conference2013 IEEE Congress on Evolutionary Computation, CEC 2013
Country/TerritoryMexico
CityCancun
Period20/06/1323/06/13

Keywords

  • Stalling effect
  • evolutionary design
  • evolutionary repair
  • polymorphic circuit

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