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文章基本信息

  • 标题:The Deterministic Equivalents of Chance-Constrained Programming
  • 本地全文:下载
  • 作者:Kim, C.S. ; Schaible, Glenn D. ; Segarra, Eduardo
  • 期刊名称:Journal of Food Distribution Research
  • 印刷版ISSN:0047-245X
  • 出版年度:1990
  • 期号:SUPPL
  • 出版社:Food Distribution Research Society
  • 摘要:Three concepts combine to show both the feasibility and desirability of incorporating probability within programming models. First, the reliability of estimates obtained by using Chebyshev's inequality increases as variation measured by the coefficient of variation, declines. Second, the coefficient of variation can be substantially reduced by the use of the mean and variance of a truncated normal distribution. Third, chance-constrained programming can be converted into deterministic equivalent quadratic programming by using the parameters of a truncated normal distribution.
  • 关键词:Chance-constrained programming;quadratic risk programming;truncated normal distribution;Chevyshev's inequality
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