RESEARCH PAPER
Present-day Problems and Methods of Optimization in Mechatronics
1
Koszalin University of Technology, ul. Śniadeckich 2, 75-453 , Koszalin, Poland
Submission date: 2016-10-10
Acceptance date: 2017-06-02
Online publication date: 2017-06-15
Publication date: 2017-06-01
Acta Mechanica et Automatica 2017;11(2):154-165
KEYWORDS
MechatronicsOptimizationPoly-optimizationEvolutionary AlgorithmsArtificial IntelligenceGenetic AlgorithmSoft OptimizationMulti-Attribute Decision Making (MADM)Inverse ProblemEngineering DesignFuzzy ControlLinguistic CriteriaMathematical ModelsPareto SolutionsTrade-Off SolutionsCompromise SolutionsFuzzy Logic
ABSTRACT
It is justified that design is an inverse problem, and the optimization is a paradigm. Classes of design problems are proposed and typical obstacles are recognized. Peculiarities of the mechatronic designing are specified as a proof of a particle importance of optimization in the mechatronic design. Two main obstacles of optimization are discussed: a complexity of mathematical models and an uncertainty of the value system, in concrete case. Then a set of non-standard approaches and methods are presented and discussed, illustrated by examples: a fuzzy description, a constraint-based iterative optimization, AHP ranking method and a few MADM functions in Matlab.
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| eISSN: | 2300-5319 |
| ISSN: | 1898-4088 |
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