id: 05858192
dt: a
an: 05858192
au: Jeyakumar, G.; Velayutham, C.Shunmuga
ti: A comparative study on theoretical and empirical evolution of population
    variance of differential evolution variants.
so: Deb, Kalyanmoy (ed.) et al., Simulated evolution and learning. 8th
    international conference, SEAL 2010, Kanpur, India, December 1‒4,
    2010. Proceedings. Berlin: Springer (ISBN 978-3-642-17297-7/pbk).
    Lecture Notes in Computer Science 6457, 75-79 (2010).
py: 2010
pu: Berlin: Springer
la: EN
cc: 
ut: differential evolution; population variance; theoretical and empirical
    analysis; convergence rate; explorative power
ci: 
li: doi:10.1007/978-3-642-17298-4_7
ab: Summary: 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.
rv: