Research Article

Differential Evolution based Multiobjective Optimization-A Review

by  Deepa Sreedhar, Binu Rajan M .R
journal cover
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 63 - Issue 15
Published: February 2013
Authors: Deepa Sreedhar, Binu Rajan M .R
10.5120/10541-5019
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Deepa Sreedhar, Binu Rajan M .R . Differential Evolution based Multiobjective Optimization-A Review. International Journal of Computer Applications. 63, 15 (February 2013), 14-19. DOI=10.5120/10541-5019

                        @article{ 10.5120/10541-5019,
                        author  = { Deepa Sreedhar,Binu Rajan M .R },
                        title   = { Differential Evolution based Multiobjective Optimization-A Review },
                        journal = { International Journal of Computer Applications },
                        year    = { 2013 },
                        volume  = { 63 },
                        number  = { 15 },
                        pages   = { 14-19 },
                        doi     = { 10.5120/10541-5019 },
                        publisher = { Foundation of Computer Science (FCS), NY, USA }
                        }
                        %0 Journal Article
                        %D 2013
                        %A Deepa Sreedhar
                        %A Binu Rajan M .R
                        %T Differential Evolution based Multiobjective Optimization-A Review%T 
                        %J International Journal of Computer Applications
                        %V 63
                        %N 15
                        %P 14-19
                        %R 10.5120/10541-5019
                        %I Foundation of Computer Science (FCS), NY, USA
Abstract

Multiobjective differential evolution(MDE) is a powerful, stochastic multi objective optimization(MOO) algorithm based on Differential Evolution(DE) that aims to optimize a problem that involves multiple objective functions. The MDE has many applications in the real world including supply chain planning and management. This paper presents a review of some multi objective (back propagation) differential evolution algorithms.

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Index Terms
Computer Science
Information Sciences
No index terms available.
Keywords

Differential Evolution Non-dominated sorting orthogonal crossover Fitness sharing random selection elitist selection

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