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电网建设项目组合的投资决策属于多属性决策问题。现有投资决策方法一般将评价指标体系的属性用确定值描述
并对单个项目进行评估得到待选项目集。事实上
有些属性并不适合用确定值来描述;另一方面
有些项目之间存在相关性
这样按单个项目来确定待选项目集就未必合适。在此背景下
首先发展了针对确定型、区间型、概率型和模糊型4种数据类型指标的收益/损失及其概率的计算方法。为计及决策过程中决策者的心理因素和风险倾向的影响
将前景理论引入电网建设项目组合的投资决策之中。然后
基于差异化思想选择指标权重
并利用VIKOR这种多准则决策分析方法确定最优项目组合
避免了传统线性加权法用优质指标补偿劣质指标
从而可能导致所得到的最优项目组合中包含劣质指标的情况。最后
以某省级电力公司的电网建设项目组合的投资决策问题为例
说明了所述方法的可行性和有效性。
Determining the most desirable portfolio of construction projects in a power system is a multiple-attribute decision-making problem. In traditional portfolio decision-making methods
the attribute values of indices are described as deterministic ones
and the optimal portfolio is selected from single projects ranked with the attribute values of the indices. However
it is not appropriate to represent some indices as deterministic quantities
and the optimal portfolio should not be selected based on the evaluations of single projects because of the possibility of having correlations among some single projects. Given this background
a method for computing the gains/losses and their probabilities of the indices with deterministic
interval
probabilistic
fuzzy types of data is first developed for the portfolio of construction projects. In order to deal with the impacts of psychology and risk preference of the decision-makers
the well-established prospect theory is next introduced to the portfolio decision-making problem. Then
the differentiations of weights are calculated for the indices and the optimal portfolio determined by employing the VIKOR(VIseKriterijumska Optimizacija I Kompromisno Resenje)method
which can avoid the disadvantage of compensating the bad indices with good ones in traditional weighting methods. Finally
a sample example for a provincial power system is employed to demonstrate the feasibility and efficiency of the proposed method. This work is supported by National Natural Science Foundation of China(No. 51477151).
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