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Optimal project selection with random fuzzy parameters

机译:具有随机模糊参数的最优项目选择

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This paper proposes a practical tool of incorporating random fuzzy uncertainty into project selection-when there are some projects available for investment, which ones should the investor choose. In the paper, investment outlays and annual net cash flows of available projects are regarded as random fuzzy variables. Net present value method is employed, and two types of zero-one integer chance-constrained model with random fuzzy parameters are provided. Since it is hard to analytically solve the proposed random fuzzy programming problems, a hybrid intelligent algorithm integrating genetic algorithm and random fuzzy simulation is designed. Numerical examples are also presented to illustrate the modelling idea and to show the effectiveness of the proposed algorithm.
机译:本文提出了一种将随机模糊不确定性纳入项目选择的实用工具,当有一些项目可供投资时,投资者应选择哪些项目。在本文中,现有项目的投资支出和年度净现金流量被视为随机模糊变量。采用净现值法,提供了两种带有随机模糊参数的零一整数机会约束模型。由于难以解析提出的随机模糊规划问题,因此设计了一种将遗传算法与随机模糊仿真相结合的混合智能算法。数值例子也说明了建模思想,并证明了所提算法的有效性。

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