Research on Straightness Error Evaluation Method Based on Search Algorithm of Beetle

被引:2
|
作者
Wang, Chen [1 ]
Ren, Cong [1 ]
Li, Baorui [2 ]
Wang, Yi [3 ]
Wang, Kesheng [2 ]
机构
[1] Hubei Univ Automot Technol, Sch Mech Engn, Shiyan 442002, Peoples R China
[2] Shanghai Univ, Shanghai Key Lab Intelligent Mfg & Robot, Shanghai 200072, Peoples R China
[3] Plymouth Univ, Sch Business, Plymouth, Devon, England
关键词
Spatial straightness; Search algorithm of beetle antennae; Variable step;
D O I
10.1007/978-981-13-2375-1_45
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to improve the accuracy of spatial straightness assessment, a mathematical model of spatial straightness is established. The objective function is solved by using a variable step length beetle search algorithm. It mainly includes the steps of the search and step length of the beetle. The precision of the original search algorithm is not high, and it is easy to fall into the local optimal problem. The variable step length method is designed to enhance the diversity of the algorithm and improve the calculation precision. Finally, the solution is solved and the calculation results are obtained according to the termination criterion. Compared with the results of other methods, this optimization result verifies the feasibility and superiority of this algorithm.
引用
收藏
页码:368 / 374
页数:7
相关论文
共 50 条
  • [1] A method for axis straightness error evaluation based on improved differential evolution algorithm
    Jun Luo
    Zewei Liu
    Ping Zhang
    Xueming Liu
    Zheng Liu
    The International Journal of Advanced Manufacturing Technology, 2020, 110 : 413 - 425
  • [2] A method for axis straightness error evaluation based on improved differential evolution algorithm
    Luo, Jun
    Liu, Zewei
    Zhang, Ping
    Liu, Xueming
    Liu, Zheng
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2020, 110 (1-2): : 413 - 425
  • [3] Multi-Level Search Algorithm for Spatial Straightness Error Evaluation
    Huo, Li
    Wang, Yuan
    Li, Yingchao
    Liu, Yun
    Dong, Chen
    Zhao, Xuefeng
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON ADVANCED MATERIALS AND INFORMATION TECHNOLOGY PROCESSING (AMITP 2016), 2016, 60 : 208 - 213
  • [4] A Bidirectional Algorithm for Evaluation of Straightness Error
    Xiuming Li
    Huhu Luo
    Tong Li
    Jinling Chi
    Hu Lin
    MAPAN, 2023, 38 : 661 - 667
  • [5] A Bidirectional Algorithm for Evaluation of Straightness Error
    Li, Xiuming
    Luo, Huhu
    Li, Tong
    Chi, Jinling
    Lin, Hu
    MAPAN-JOURNAL OF METROLOGY SOCIETY OF INDIA, 2023, 38 (03): : 661 - 667
  • [6] A method for axis straightness error evaluation based on improved artificial bee colony algorithm
    Luo, Jun
    Wang, Qian
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2014, 71 (5-8): : 1501 - 1509
  • [7] A method for axis straightness error evaluation based on improved artificial bee colony algorithm
    Jun Luo
    Qian Wang
    The International Journal of Advanced Manufacturing Technology, 2014, 71 : 1501 - 1509
  • [8] Genetic algorithm-based evaluation of spatial straightness error
    Cui, Chang-Cai
    Che, Ren-Sheng
    Huang, Qing-Cheng
    Ye, Dong
    Chen, Gang
    Journal of Harbin Institute of Technology (New Series), 2003, 10 (04) : 418 - 421
  • [9] Spatial Straightness Error Evaluation with an Ant Colony Algorithm
    Zhang, Ke
    2008 IEEE INTERNATIONAL CONFERENCE ON GRANULAR COMPUTING, VOLS 1 AND 2, 2008, : 793 - 796
  • [10] Research on the online evaluation of the straightness error of hydrostatic guideways based on deep learning
    Wang, Zhiwei
    Jia, Yanhao
    Fu, Penghao
    Li, Haiyin
    Song, Li
    Yang, Bingqing
    Zhang, Lijun
    Yuan, Liang
    Shi, Kan
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2024, 134 (3-4): : 2023 - 2034