"This book should be required reading for anyone working in the theory
of genetic algorithms and evolutionary computation."
-- Alden Wright, Professor of Computer Science,
University of Montana, Missoula
The Simple Genetic Algorithm (SGA) is a classical form of genetic
search. Viewing the SGA as a mathematical object, Michael D. Vose
provides an introduction to what is known (i.e., proven) about the
theory of the SGA. He also makes available algorithms for the
computation of mathematical objects related to the SGA. Although he
describes the SGA in terms of heuristic search, the book is not about
search or optimization per se. Rather, the focus is on the SGA as an
evolutionary system. The author intends the book also to serve as an
outline for exploring topics in mathematics and computer science in a
goal-oriented way.
|