A Hybrid SVR Model Based on Support Vector Regression and Differential Evolution for Milling Force Prediction of Titanium Alloy

被引:0
|
作者
Zhang, Xiao-Xia [1 ]
Hu, Yin-Yin [1 ]
Yang, Jiao [1 ]
机构
[1] School of Computer Science and Software Engineering, University of Science and Technology LiaoNing, Anshan,114051, China
关键词
D O I
10.53106/199115992021103205002
中图分类号
学科分类号
摘要
引用
收藏
页码:15 / 30
相关论文
共 50 条
  • [31] A Prediction Method of Spatiotemporal Series Based On Support Vector Regression Model
    Wu Xu
    He Binbin
    Yang Xiao
    Kan Aike
    Cirenluobu
    2017 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND APPLICATIONS (ICCIA), 2017, : 194 - 199
  • [32] Prediction Model of Alga's Growth Based on Support Vector Regression
    Yan Qisheng
    Wang Guohua
    2009 INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY, VOL II, PROCEEDINGS, 2009, : 673 - 675
  • [33] A prediction model of drilling force in CFRP internal chip removal hole drilling based on support vector regression
    Chengyang Xu
    Songyang Yao
    Gongdong Wang
    Yiwen Wang
    Jiazhong Xu
    The International Journal of Advanced Manufacturing Technology, 2021, 117 : 1505 - 1516
  • [34] A prediction model of drilling force in CFRP internal chip removal hole drilling based on support vector regression
    Xu, Chengyang
    Yao, Songyang
    Wang, Gongdong
    Wang, Yiwen
    Xu, Jiazhong
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 117 (5-6): : 1505 - 1516
  • [35] Prediction of Future Lake Water Availability Using SWAT and Support Vector Regression (SVR)
    Jayanthi, Sri Lakshmi Sesha Vani
    Keesara, Venkata Reddy
    Sridhar, Venkataramana
    SUSTAINABILITY, 2022, 14 (12)
  • [36] Daily residential heat load prediction based on a hybrid model of signal processing, econometric model, and support vector regression
    Xue, Guixiang
    Zhang, Yahui
    Yu, Shi-ang
    Song, Jiancai
    Bian, Tianxiang
    Gao, Yuan
    Yan, Wenjie
    Guo, Yuchen
    THERMAL SCIENCE AND ENGINEERING PROGRESS, 2023, 43
  • [37] Application of Hybrid Quantum Tabu Search with Support Vector Regression (SVR) for Load Forecasting
    Lee, Cheng-Wen
    Lin, Bing-Yi
    ENERGIES, 2016, 9 (11)
  • [38] Spatial prediction of groundwater potential mapping based on convolutional neural network (CNN) and support vector regression (SVR)
    Panahi, Mahdi
    Sadhasivam, Nitheshnirmal
    Pourghasemi, Hamid Reza
    Rezaie, Fatemeh
    Lee, Saro
    JOURNAL OF HYDROLOGY, 2020, 588
  • [39] Support vector machine regression for the prediction of maize hybrid performance
    Maenhout, S.
    De Baets, B.
    Haesaert, G.
    Van Bockstaele, E.
    THEORETICAL AND APPLIED GENETICS, 2007, 115 (07) : 1003 - 1013
  • [40] Roll force prediction using hybrid genetic algorithm with semi-supervised support vector regression
    Shaheera Rashwan
    Eman ElShenawy
    Bayumy Youssef
    Mohamed A. Abdou
    Journal of Electrical Systems and Information Technology, 11 (1)