Title :
Multidimensional epistasis and the advantage of sex
Author :
Watson, Richard A. ; Wakeley, John
Author_Institution :
Dept. of Electron. & Comput. Sci., Southampton Univ., UK
Abstract :
Kondrashov and Kondrashov (2001) point out that, although common in population genetic models, epistatic systems where the fitness of a genotype is a nonlinear function of the number of mutations it carries, which they term "unidimensional epistasis", are a limited subset of possible epistatic landscapes. They claim that more general "multidimensional epistasis" usually confers a disadvantage for sex. However, the evolutionary computation (EC) literature contains models that lie within the space of multidimensional epistasis yet demonstrate an advantage to sex. Here we provide modifications of the Kondrashov\´s model that connect with EC results and help to explore the space of epistatic models between the two disciplines.
Keywords :
evolutionary computation; genetics; Kondrashov model modification; epistatic landscape; epistatic model space; epistatic system; evolutionary computation; genotype fitness; multidimensional epistasis; mutation; population genetic model; unidimensional epistasis; Biological system modeling; Computational biology; Computer science; Evolution (biology); Evolutionary computation; Genetic mutations; Multidimensional systems; Space exploration; Surface treatment; Systems biology;
Conference_Titel :
Evolutionary Computation, 2005. The 2005 IEEE Congress on
Print_ISBN :
0-7803-9363-5
DOI :
10.1109/CEC.2005.1555045