Publication Type : Conference Proceedings
Publisher : Springer
Source : Simulated Evolution and Learning, Springer, p.75–79 (2010)
Url : http://link.springer.com/chapter/10.1007%2F978-3-642-17298-4_7
Campus : Coimbatore
School : School of Engineering
Center : Amrita Innovation & Research
Department : Computer Science
Verified : Yes
Year : 2010
Abstract : In this paper we derive theoretical expressions to compute expected population variance for Differential Evolution (DE) variants – DE/best/1/bin, DE/rand/2/bin and DE/best/2/bin by directly extending Zaharie’s work on DE/rand/1/bin. The study includes comparing the theoretical and empirical evolution of population variance of three DE variants. This work provides insight about the explorative power of the variants and explains their behavior.
Cite this Research Publication : Dr. Jeyakumar G. and Dr. Shunmuga Velayutham C., “A comparative study on theoretical and empirical evolution of population variance of differential evolution variants”, Simulated Evolution and Learning. Springer, pp. 75–79, 2010.