Article
A normed space of genetic operators with applications to scalability issues.
Evolutionary computation - 1 Jan 2001
Rowe J E
Abstract excerpt
We define an abstract normed vector space where the genetic operators are elements. This is used to define the disturbance of the generational operator G as the distance between the crossover and mutation operator (combined) and the identity. This quantity appears in a bound on the variance of fixed-point populations, and in a bound on the force //v - G(v)// that applies to the optimal population v. When analyzed...
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