TREELIKE MODEL SOLUTION OF MULTIDIMENSIONAL MULTIMODAL OPTIMIZATION TASKS BY HYBRID METHODS OF SEARCH

Abstract

In the given article we consider the problem of methods of search compatibility according to the example of genetic algorithms and determinated methods of local search with the purpose of usage of strong sides of both approaches to the solution of multidimensional multimodal optimization tasks. For the formalization of the rules of combination of genetic algorithms and methods of local search we propose treelike model solution of optimization task and we have defined tree traverse algorithm. We propose hybrid method of multidimensional multimodal optimization task solution on the base of the offered treelike model, genetic algorithms and determined methods of local search.