4.4 Article

Uncertain random programming with applications

Journal

FUZZY OPTIMIZATION AND DECISION MAKING
Volume 12, Issue 2, Pages 153-169

Publisher

SPRINGER
DOI: 10.1007/s10700-012-9149-2

Keywords

Uncertainty theory; Stochastic programming; Uncertain random programming; System reliability

Funding

  1. National Natural Science Foundation of China [70833003, 91024032]

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Uncertain random variable is a tool to deal with a mixture of uncertainty and randomness. This paper presents an operational law of uncertain random variables, and shows an expected value formula by using probability and uncertainty distributions. This paper also provides a framework of uncertain random programming that is a type of mathematical programming involving uncertain random variables. Finally, some applications of uncertain random programming are discussed.

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