Small Variations of Basic Solution Method for Non-numerical Optimization

The universal method for the solution of problems of non-numerical optimization is considered. Concepts of basic element, small and elementary variations were defined. Definitions of norm and metric distance on the code's space of non-numerical elements were introduced. A genetic algorithm on the basis of small variations for basic solution was presented. Examples of solutions of travelling salesman problem and synthesis of control were presented.

Authors
Publisher
Elsevier B.V.
Issue number
25
Language
English
Pages
28-33
State
Published
Volume
28
Year
2015
Organizations
  • 1 Peoples Friendship University of Russia
Keywords
Evolutionary algorithms; Numerical methods for optimization; Optimization methods
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