InterJournal Complex Systems, 587
Status: Accepted
Manuscript Number: [587]
Submission Date: 20625
Invariant Subsets of the Search Space and Universality of a Generalized Genetic Algorithm
Author(s): Boris Mitavskiy

Subject(s): CX.35, CX.66

Category: Brief Article

Abstract:

In this paper we shall give a mathematical description of a general evolutionary heuristic search algorithm which allows to see a very special property which slightly generalized genetic algorithms have comparing to other evolutionary computation techniques. It turns out that such a generalized genetic algorithm, which we call a binary semi-genetic algorithm, is capable of encoding virtually any other reasonable evolutionary heuristic search technique.

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