Parametric Programming of Multi-Type Holes Using the Improved Genetic Algorithm

For path planning and program generation of multi-type holes, this paper presents a method of the path planning, by using the improved genetic algorithm based on chaos algorithm, and develops an interactive programming system for multi-type holes. Users can choose regular holes, and input the parame...

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Vydáno v:Key engineering materials Ročník 764; s. 333 - 341
Hlavní autoři: Tai Yong, Wang, Gao, Shan, Zhang, Yong Bin, Shen, Teng Yue, Dong, Jia Jia, Ding, Yan Yu
Médium: Journal Article
Jazyk:angličtina
Vydáno: Zurich Trans Tech Publications Ltd 01.02.2018
Témata:
Computer simulation
Genetic algorithms
Interactive systems
Mathematical analysis
Optimization
Path planning
Product design
Combination of Holes
Path Planning
Genetic Algorithm
NC Program
ISSN:1013-9826, 1662-9795, 1662-9795
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Abstract For path planning and program generation of multi-type holes, this paper presents a method of the path planning, by using the improved genetic algorithm based on chaos algorithm, and develops an interactive programming system for multi-type holes. Users can choose regular holes, and input the parameters and the necessary information, according to their needs. Then the system will combine holes automatically, and calculate the position coordinates of each hole. After that the path planning is carried out by using the improved genetic algorithm. Finally, the system carries out the simulation experiment of the path planning, and outputs NC program. Experiment shows the system can realize the path planning of multi-type holes by a combination of regular holes and generate the NC code after path planning. The optimization of path is better and the operation is more convenient than UG and other professional CAM software.
AbstractList For path planning and program generation of multi-type holes, this paper presents a method of the path planning, by using the improved genetic algorithm based on chaos algorithm, and develops an interactive programming system for multi-type holes. Users can choose regular holes, and input the parameters and the necessary information, according to their needs. Then the system will combine holes automatically, and calculate the position coordinates of each hole. After that the path planning is carried out by using the improved genetic algorithm. Finally, the system carries out the simulation experiment of the path planning, and outputs NC program. Experiment shows the system can realize the path planning of multi-type holes by a combination of regular holes and generate the NC code after path planning. The optimization of path is better and the operation is more convenient than UG and other professional CAM software.
Author Ding, Yan Yu
Zhang, Yong Bin
Dong, Jia Jia
Gao, Shan
Tai Yong, Wang
Shen, Teng Yue
Author_xml – givenname: Wang
  surname: Tai Yong
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  organization: School of Mechanical Engineering of Tianjin University
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  surname: Dong
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  organization: School of Mechanical Engineering of Tianjin University
– givenname: Yan Yu
  surname: Ding
  fullname: Ding, Yan Yu
  email: shuzhongziyou@sohu.com
  organization: Tianjin University of Science and Technology : School of Mechanical Engineering
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Keywords Combination of Holes
Path Planning
Genetic Algorithm
NC Program
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SubjectTerms Computer simulation
Genetic algorithms
Interactive systems
Mathematical analysis
Optimization
Path planning
Product design
Title Parametric Programming of Multi-Type Holes Using the Improved Genetic Algorithm
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