Evolutionary and deterministic optimization approach in manufacturing systems modeling
Gečevska, Valentina ...
This paper proposes a methodology for optimization and analysis of machining conditions by optimal determination of the cutting parameters in multi-pass NC machining operations as a part of process ...planning and generating of manufacturing data and knowledge representation in process plan. The proposed approach for selecting optimal cutting parameters, where the formulation involves the use of empirical relations, is considered. Optimal machining conditions are determined by cutting parameters during the optimization processes. A new optimization approach is proposed and its uses a possibility formulation of the classical optimization problem and optimizes the resulting mathematical model using a classic (deterministic) and heuristic (genetic algorithm) methods. In this research, GA based optimization method and deterministic optimization method are developed and there implementations into real manufacturing process are analyzed.
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