Open AccessControl systems design: the method of the generalized criterion composition for multi-criteria optimization
Author(s) -
Л. А. Денисова,
V. A. Meshcheryakov,
O. V. Denisov
Publication year - 2021
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1901/1/012005
Subject(s) - toolbox , mathematical optimization , matlab , computer science , optimization problem , genetic algorithm , continuous optimization , multi objective optimization , mathematics , multi swarm optimization , programming language , operating system
The article deals with optimization issues in design of an automatic control system (ACS). The method of multicriteria optimization is presented, which combines simulation of ACS and optimization procedure based on a genetic algorithm and implemented by the MATLAB / Global Optimization Toolbox. The method of the generalized criterion composition based on the initial particular criteria is also proposed. The use of this generalized criterion makes it possible to reduce the complexity of determining the optimal parameters of the ACS and allows to take into account the constraints when searching for the optimal solution.