A new loss function-based method for multiresponse optimization

被引:126
|
作者
Ko, YH [1 ]
Kim, KJ [1 ]
Jun, CH [1 ]
机构
[1] Pohang Univ Sci & Technol, Div Mech & Ind Engn, Pohang 790784, Kyungbuk, South Korea
关键词
bias; future response; quality of predictions; robustness;
D O I
10.1080/00224065.2005.11980300
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
A new loss function-based method for multiresponse optimization is presented. The proposed method introduces predicted future responses in a loss function, which accommodates robustness and quality of predictions as well as bias in a single framework. Properties of the proposed method are illustrated with two examples. We show that the proposed method gives more reasonable results than the existing methods when both robustness and quality of predictions are important issues.
引用
收藏
页码:50 / 59
页数:10
相关论文
共 50 条
  • [1] Solving multiresponse optimization problems using quality function-based robust design
    Kovach, Jami
    Cho, Byung Rae
    Quality Engineering, 2008, 20 (03) : 346 - 360
  • [2] A new loss function-based method for evaluating manufacturing and environmental risks
    Pan, Jeh-Nan
    INTERNATIONAL JOURNAL OF QUALITY & RELIABILITY MANAGEMENT, 2007, 24 (08) : 861 - +
  • [3] A new desirability function-based method for correlated multiple response optimization
    Ali Salmasnia
    Mahdi Bashiri
    The International Journal of Advanced Manufacturing Technology, 2015, 76 : 1047 - 1062
  • [4] A new desirability function-based method for correlated multiple response optimization
    Salmasnia, Ali
    Bashiri, Mahdi
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2015, 76 (5-8): : 1047 - 1062
  • [5] An interactive desirability function method to multiresponse optimization
    Jeong, In-Jun
    Kim, Kwang-Jae
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 195 (02) : 412 - 426
  • [6] On the Stress Function-Based OWA Determination Method With Optimization Criteria
    Liu, Xinwang
    Yu, Shui
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2012, 42 (01): : 246 - 257
  • [7] New design method of function-based blank dimensions
    Wang, Xiaohui
    Meng, Jinli
    Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2006, 17 (SUPPL. 2): : 49 - 52
  • [8] A Dissipation Function-Based Method for Calculating the Energy Loss of Intracranial Aneurysms
    Mo, Xiao
    Yu, Hongshi
    Chen, Rong
    Chen, Zhenpeng
    Li, Haiyun
    FRONTIERS IN NEUROLOGY, 2021, 12
  • [9] Generalized ε-Loss Function-Based Regression
    Anand, Pritam
    Khemchandani), Reshma Rastogi (nee
    Chandra, Suresh
    MACHINE INTELLIGENCE AND SIGNAL ANALYSIS, 2019, 748 : 395 - 409
  • [10] A new estimation method for radial basis function-based models
    Peng, H
    Ozaki, T
    Toyoda, Y
    NEW TECHNOLOGIES FOR COMPUTER CONTROL 2001, 2002, : 565 - 570