Research Article
Differential Evolution based Multiobjective Optimization-A Review
|
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
|
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.
References
- B. V Babu, and Mathew, L. J. 2003. "Differential Evolu-tion for Multi-Objective Optimization". (Dec 2003), 2696–2703.
- Nateri, K. M. 2002. "Multiobjective Optimization Using a Pareto Differential Evolution Approach". (May 2002), 1145–1150.
- Luis, V. S. and Carlos, A. C. C. 2005. "An Algorithm Based on Differential Evolution for Multi-Objective Problems". 151–169.
- Wenyin, G. and Zhihua C. A. 2008. "Multiobjective Differential Evolution Algorithm for Constrained Opti-mization". 182-188.
- Ashish, M. G. B V Babu. Improved Strategies of Multi-objective Differential Evolution (MODE) for Multi-objective Optimization.
- R. Storn and K. Price. 1995 "Differential evolution: a simple and efficient adaptive scheme for global optimiza-tion over continuous spaces".
- Ales Z, Janez B, Borko B, and Viljem Z. 2007. "Diffe-rential Evolution for Multiobjective Optimization with Self Adaptation". 3617-3624.
- Tea R and Bogdan F. 2005 "DEMO: Differential Evolu-tion for Multiobjective Optimization. pages". 520-523.
- B. V. Babu, Ashish M. G. 2007. "Elitist- Multi-objective Differential Evolution(MODE) algorithm for Multi-objective Optimization. 441-456.
- K. E. Parsopoulos, D. K. Taoulis, N. G. Pavlidis, V. P. Plagianakos, and M. N. Vrahatis. 2004. "Vector Evaluated Differential Evolution for Multiobjective Optimization". (June 2004), 204–211.
- J. D. Schaffer. 1984. "Multiple Objective Optimization With Vector Evaluated Genetic Algorithms".
- Antony W. L. and Xiaodong L. 2004. "Solving rotated multi-objective optimization problems using differential evolution". 861–872.
- Kalyanmoy, D. Amrit, P. Sameer, A. and T. Meyarivan. "A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II". (April 2002) , 182-197.
- Efren M. M, Margarita R. S. ,Carlos A. C. C. "Multi-Objective Optimization using Differential Evolution: A Survey of the State-of-the-Art".
Index Terms
Keywords