Show simple item record

dc.contributor.authorHadjam, F.Z.
dc.contributor.authorMoraga, C.
dc.contributor.authorRahmouni, M.K.
dc.identifier.citationHadjam, F.Z.; Moraga, C.; Rahmouni, M.K. Evolutionary design of digital circuits using improved multi expression programming (IMEP). "Mathware & Soft Computing", 2007, vol. 14, núm. 2, p. 103-123.
dc.description.abstractEvolutionary Electronics is a research area which involves application of Evolutionary computation in the domain of electronics. It is seen as a quite promising alternative to overcome some drawbacks of conventional design. In this paper we propose a methodology based on an Improved Multi Expression Programming (IMEP) to automate the design of combinational logic circuits in which we aim to reach the functionality and to minimize the total number of used gates. MEP is a genetic Programming variant that uses linear chromosomes for solution encoding. A unique MEP feature is its ability of encoding multiples solutions of a problem in a single chromosome. These solutions are handled in the same time complexity as other techniques that encode a single solution in a chromosome. This paper presents the main idea of an improved version of the MEP method, and shows positive preliminary experimental results.
dc.format.extent21 p.
dc.publisherUniversitat Politècnica de Catalunya. Secció de Matemàtiques i Informàtica
dc.relation.ispartofMathware & Soft Computing. 2007, vol. 14, núm. 2
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 Spain
dc.subjectÀrees temàtiques de la UPC::Matemàtiques i estadística::Investigació operativa::Optimització
dc.subject.lcshProgramming (mathematics)
dc.subject.otherEvolutionary computation
dc.subject.otherGenetic programming
dc.subject.otherMulti expression programing
dc.subject.otherCombinational circuits
dc.subject.otherComputational effort
dc.titleEvolutionary design of digital circuits using improved multi expression programming (IMEP)
dc.subject.lemacProgramació matemàtica
dc.description.peerreviewedPeer Reviewed
dc.subject.amsClassificació AMS::90 Operations research, mathematical programming::90C Mathematical programming
dc.rights.accessOpen Access
local.citation.authorHadjam, F.Z.; Moraga, C.; Rahmouni, M.K.
local.citation.publicationNameMathware & Soft Computing

Files in this item


This item appears in the following Collection(s)

Show simple item record

Attribution-NonCommercial-NoDerivs 3.0 Spain
Except where otherwise noted, content on this work is licensed under a Creative Commons license : Attribution-NonCommercial-NoDerivs 3.0 Spain