Two-stage update biogeography-based optimization using differential evolution algorithm (DBBO)

Computers and Operations Research

Volumn 38, Issue 8, 2011, Pages 1188-1198

  Boussad, Ilhem ^a   Chatterjee, Amitava ^b   Siarry, Patrick ^c   Ahmed Nacer, Mohamed ^a  

^a UNIVERSITY OF SCIENCES AND TECHNOLOGY HOUARI BOUMEDIENE   (Algeria)

^b JADAVPUR UNIVERSITY   (India)

^c UNIVERSITÉ PARIS EST CRÉTEIL   (France)

Author keywords

Biogeography based optimization; Differential evolution algorithm

Indexed keywords

BENCHMARK FUNCTIONS; BIOGEOGRAPHY-BASED OPTIMIZATIONS; DE ALGORITHMS; DIFFERENTIAL EVOLUTION ALGORITHMS; LOCAL OPTIMA; OPTIMIZATION PROCEDURES; SELECTION PROCEDURES; STOCHASTIC OPTIMIZATION ALGORITHM; TWO STAGE;

OPTIMIZATION; STOCHASTIC SYSTEMS;

EVOLUTIONARY ALGORITHMS;

EID: 78650514931     PISSN: 03050548     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cor.2010.11.004     Document Type: Article

References (20)

1. T. Back Evolutionary algorithms in theory and practice 1996 Oxford University Press Oxford, UK
2. T. Back, F. Hoffmeister, and H.P. Schwefel A survey of evolution strategies. In: Below RK, Booker LB, editors. Proceedings of the Fourth International Conference on Genetic Algorithms (ICGA'91) July 1991 Morgan Kaufmann San Diego, CA, USA p. 29
3. C. Darwin Origin of species 1995 Gramercy New York, Gramercy, USA
4. D. Du, D. Simon, and M. Ergezer Biogeography-based optimization combined with evolutionary strategy and immigration refusal 2009 IEEE Press In: SMC'09: Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics. Piscataway, NJ, USA p. 9971002
5. M. Ergezer, D. Simon, and D. Du Oppositional biogeography-based optimization 2009 IEEE Press In: SMC'09: Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics. Piscataway, NJ, USA p. 100914
6. Fogel DB. An overview of evolutionary programming. IMA volume in mathematics and its applications, 1999. p. 89109.
7. D.E. Goldberg Genetic algorithms in search, optimization, and machine learning 1989 Addison-Wesley Professional
8. Jong KD. An analysis of the behavior of a class of genetic adaptive systems. PhD thesis, University of Michigan, Ann Arbor, MI, USA, 1975.
9. Kennedy J, Eberhart R. Particle swarm optimization. In: IEEE international conference on neural networks, vol. 4, 1995. p. 194248.
10. J.R. Koza Genetic programming: on the programming of computers by means of natural selection 1992 MIT Press Cambridge, MA, USA
11. Liang J, Suganthan P, Deb, K. Novel composition test functions for numerical global optimization. In: Proceedings of Swarm Intelligence Symposium. 2005. p. 6875.
12. R. MacArthur, and E. Wilson The theory of biogeography 1967 Princeton University Press Princeton, NJ
13. H. Muhlenbein, and D. Schlierkamp-Voosen Predictive models for the breeder genetic algorithm: I. Continuous parameter optimization Evolutionary Computation 1 1993 25 49
14. K.V. Price, R.M. Storn, and J.A. Lampinen Differential evolution: a practical approach to global optimization. Natural computing series 2005 Springer-Verlag Berlin, Germany
15. D. Simon Biogeography-based optimization IEEE Transactions on Evolutionary Computation 12 2008 702 713
16. D. Simon, M. Ergezer, and D. Du Population distributions in biogeography-based optimization algorithms with elitism 2009 IEEE Press In: SMC'09: Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics. Piscataway, NJ, USA p. 9916
17. R.M. Storn, and K.V. Price Differential evolutiona simple and efficient heuristic for global optimization over continuous spaces Journal of Global Optimization 11 1997 341 359
18. Student The probable error of a mean Biometrika 6 1 1908 1 25
19. A.R. Wallace The geographical distribution of animals (two volumes) 2005 Adamant Media Corporation Boston, MA
20. X. Yao, Y. Liu, and G. Lin Evolutionary programming made faster IEEE Transactions on Evolutionary Computation 3 1999 82 102