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Multicriteria methods for resource planning: an experimental comparison

机译:资源计划的多准则方法:实验比较

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摘要

Multicriteria decision making (MCDM) methods are widely used for comparing alternatives when there are multiple objectives. For instance, utilities use them for resource bidding, externality quantification, facility siting, and resource planning. There are many alternative methods, differing in their ease of use, validity, results, and appropriateness to resource planning. Several MCDM methods are compared in an experiment involving the choice of resource portfolio for Seattle City Light. Planners and interest group representatives applied direct weight assessment, tradeoff weight assessment, additive value functions, and goal programming. Most of the participants concluded that MCDM methods could promote insight and confidence in decision making. However, the authors also confirmed the existence of method biases previously identified by psychologists. No single method emerged as best. Thus, application of two or more methods as consistency checks is recommended to guard against bias, and to stimulate insight.
机译:当存在多个目标时,多准则决策(MCDM)方法被广泛用于比较备选方案。例如,公用事业公司将它们用于资源招标,外部性量化,设施选址和资源规划。有许多替代方法,它们的易用性,有效性,结果和对资源计划的适用性不同。在一项涉及选择西雅图城市之光的资源组合的实验中,比较了几种MCDM方法。计划者和利益集团代表应用了直接权重评估,权衡权重评估,附加价值函数和目标规划。大多数参与者得出的结论是,MCDM方法可以增强决策的洞察力和信心。但是,作者还证实了心理学家先前确定的方法偏见的存在。没有哪一种方法是最好的。因此,建议使用两种或更多种方法作为一致性检查,以防止偏差并激发洞察力。

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