Improved Differential Evolution for dynamic optimization problems

2008 IEEE Congress on Evolutionary Computation, CEC 2008

Volumn , Issue , 2008, Pages 229-234

  Du Plessis, Mathys C ^a   Engelbrecht, Andries P ^b  

^a NELSON MANDELA METROPOLITAN UNIVERSITY   (South Africa)

^b UNIVERSITY OF PRETORIA   (South Africa)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL ARITHMETIC; OPTIMIZATION; POPULATION STATISTICS;

CHANGE FREQUENCIES; DIFFERENTIAL EVOLUTIONS; DYNAMIC ENVIRONMENTS; DYNAMIC OPTIMIZATION PROBLEMS; PEAK WIDTHS; SUGGESTED APPROACHES;

EVOLUTIONARY ALGORITHMS;

EID: 55749096223     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2008.4630804     Document Type: Conference Paper

References (8)

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2. R. Mendes and A.S. Mohais: DynDE: a differential evolution for dynamic optimization problems. In Proceedings of the 2005 IEEE Congress on Evolutionary Computation, 3:2808-2815, IEEE, 2005.
3. R. Storn and K. Price: Differential evolution - a simple and efficient heuristic for global optimization over continuous spaces. In Journal of Global Optimization, 11:341-359, 1997.
4. K. Price, R. Storn, J. Lampinen: Differential evolution - A practical approach to global optimization, Springer, ISBN 3-540-20950-6, 2005,
5. R. Storn: On the usage of differential evolution for function optimization. In 1996 Biennial Conference of the North American Fuzzy Information Processing Society, 519-523, IEEE, 1996.
6. J. Branke: The moving peaks benchmark. http://www.aifb.uni-karlsruhe.de/ ~jbr/movPeaks/. Accessed: June 2007
7. J. Branke: Evolutionary Optimization in Dynamic Environments, Kluwer Academic Publishers, ISBN 0-7923-7631-5, 2002.
8. E. Oppacher and M. Wineberg: The Shifting Balance Genetic Algorithm: Improving the GA in a Dynamic Environment. In The Proceedings of the Genetic and Evolutionary Computation Conference (GECCO-99). San Erancisco: Morgan Kaufmann, pp. 504-510, 1999.