Arti cial Evolution A Continuing SAGA
نویسنده
چکیده
I start with a basic tutorial on Arti cial Evolution and then show the simplest possible way of implementing this with the Micro bial Genetic Algorithm I then discuss some shortcomings in many of the basic assumptions of the orthodox Genetic Algorithm GA com munity and give a rather di erent perspective The basic principles of SAGA Species Adaptation GAs will be outlined and the con cept of Neutral Networks pathways of level tness through a tness landscape will be introduced A practical example will demonstrate the relevance of this
منابع مشابه
Species Adaptation Genetic Algorithms A Basis for a Continuing SAGA
For Arti cial Life applications it is useful to extend Genetic Algorithms from a nite search space with xed length genotypes to open ended evolution with variable length genotypes A new theoretical analysis is required as Holland s Schema Theorem only applies to xed lengths It will be argued using concepts of epistasis and t ness landscapes drawn from theoretical biology that in the long run a ...
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