Research on roundness error evaluation of shaft parts based on genetic algorithms with transfer-operator
Liwen Yan, Yan Bing, Lanrong Cai, Guihua Hu, Wang Meiting
Abstract
Liwen Yan, Yan Bing, Lanrong Cai, Guihua Hu, Wang Meiting
Abstract
On the basis of researching definition and measurement method of roundness error of shaft parts, the evaluation model of roundness error based on genetic algorithm with transfer-operator is established. By means of a new idea based on genetic algorithm with transfer-operator for roundness error which meets the minimum zone method, traditional genetic algorithm was made some suggestions for improvement. The global optimization can theoretically be acquired. The simulation results show that the method is valid at variable global scope, and can correctly evaluate the roundness error of shaft parts.
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On the basis of researching definition and measurement method of roundness error of shaft parts, the evaluation model of roundness error based on genetic algorithm with transfer-operator is established. By means of a new idea based on genetic algorithm with transfer-operator for roundness error which meets the minimum zone method, traditional genetic algorithm was made some suggestions for improvement. The global optimization can theoretically be acquired. The simulation results show that the method is valid at variable global scope, and can correctly evaluate the roundness error of shaft parts.
Key concepts: Roundness (object), Transfer operator, Operator (biology), Algorithm, Genetic algorithm, Computer science, Scope (computer science), Mathematical optimization