Egoist's dilemma: a DEA game |
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Authors: | Ken Nakabayashi Kaoru Tone |
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Affiliation: | National Graduate Institute for Policy Studies, 2-2 Wakamatsu-cho, Shinjuku-ku, Tokyo162-8677, Japan |
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Abstract: | This paper deals with problems of consensus-making among individuals or organizations with multiple criteria for evaluating their performance when the players are supposed to be egoistic; in the sense that each player sticks to his superiority regarding the criteria. We analyze this situation within the framework or concept developed in data envelopment analysis (DEA). This leads to a dilemma called the `egoist's dilemma'. We examine this dilemma using cooperative game theory and propose a solution. The scheme developed in this paper can also be applied to attaining fair cost allocations as well as benefit–cost distributions. |
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Keywords: | Game theory Cooperative game DEA Variable weight Shapley value Nucleolus Assurance region method Cost allocation |
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