EXTENSIONS TO THE STRATEGY OF THE STEEPEST ASCENT FOR RESPONSE SURFACE METHODOLOGY

被引:0
|
作者
Kiani, Mehdi [1 ,2 ]
Panaretos, John [1 ]
Psarakis, Stelios [1 ]
机构
[1] Athens Univ Econ & Business, Dept Stat, 76 Patision St, Athens 10434, Greece
[2] Payame Noor Univ, Tehran, Iran
关键词
regression; first-order model; optimum response;
D O I
暂无
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this paper, the development of steepest ascent strategy in response surface methodology is considered. Some major aspects are the consideration of the path of steepest ascent under condition of some constraint in direction of improvement, the confidence region for the direction of steepest ascent, and the confidence cone about the estimated path.
引用
收藏
页码:1 / 17
页数:17
相关论文
共 50 条
  • [1] Inequalities for the precision of the path of steepest ascent in response surface methodology
    Sztendur, EM
    Diamond, NT
    [J]. INEQUALITY THEORY AND APPLICATIONS, VOL 1, 2001, : 295 - 301
  • [2] Response surface methodology's steepest ascent and step size revisited
    Kleijnen, JPC
    den Hertog, D
    Angün, E
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 159 (01) : 121 - 131
  • [3] Response surface methodology's steepest ascent and step size revisited:: Correction
    Kleijnen, JPC
    den Hertog, D
    Angün, E
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 170 (02) : 664 - 666
  • [4] An enhanced recursive stopping rule for steepest ascent searches in response surface methodology
    Miró-Quesada, G
    Del Castillo, E
    [J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2004, 33 (01) : 201 - 228
  • [6] Extensions to confidence region calculations for the path of steepest ascent
    Sztendur, EM
    Diamond, NT
    [J]. JOURNAL OF QUALITY TECHNOLOGY, 2002, 34 (03) : 289 - 296
  • [7] A new search procedure of steepest ascent in response surface exploration
    Fan, Shu-Kai S.
    Huang, Kuo-Nan
    [J]. JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 2011, 81 (06) : 661 - 678
  • [8] Steepest Ascent for Multiple-Response Applications
    Mee, Robert W.
    Xiao, Jihua
    [J]. TECHNOMETRICS, 2008, 50 (03) : 371 - 382
  • [9] A Study of Stopping Rules in the Steepest Ascent Methodology for the Optimization of a Simulated Process
    Eduardo Garcia-Nava, Paulo
    Alberto Rodriguez-Picon, Luis
    Carlos Mendez-Gonzalez, Luis
    Carlos Perez-Olguin, Ivan Juan
    [J]. AXIOMS, 2022, 11 (10)
  • [10] MULTICRITERIA STEEPEST ASCENT
    DUINEVELD, CAA
    BRUINS, CHP
    SMILDE, AK
    BOLHUIS, GK
    ZUURMAN, K
    DOORNBOS, DA
    [J]. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 1994, 25 (02) : 183 - 201