Allocation of emission permits using DEA-game-theoretic model

Allocation of emission permits using DEA-game-theoretic model
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使用 DEA 博弈论模型分配排放许可证

DOI:
10.1007/s12351-016-0289-y
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发表时间:
2017-01
影响因子:
2.7
通讯作者:
Zhong Ray Y.
Zhong Ray Y.
中科院分区:
管理学4区
文献类型:
--
作者:
Sun Jiasen;Fu Yelin;Ji Xiang;Zhong Ray Y.

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本文讨论了一组制造企业之间的排放许可证(AEP)分配方案,旨在控制集团的总排放量,同时保持有效的生产。博弈论和数据挖掘分析以不同的方式结合起来,构建了两种不同的AEP模型。第一种情况是所有成员在组中的合作和合理的许可证分配方案最大化的整体收益的组。第二种情况是群体成员不合作,每个成员都尽一切努力自私地最大化自己的收益。决策者根据企业的非合作博弈均衡得分分配许可证。提出的模型应用于研究一组造纸厂米尔斯,分析他们的收益。结果表明,本文提出的方法可以为所有企业提供合理的分配结果。此外,尽管我们的分配方法采用了企业收益最大化的原则,但每个企业在当前产出和投入水平下的效率仍然是决定许可分配的一个因素。
This paper discusses schemes for allocation of emission permits (AEP) among a group of manufacturing companies, aiming at controlling the total emissions of the group while maintaining efficient production. Game theory and data envelopment analysis have been integrated in different ways for constructing two variants of AEP models. The first situation is where all members in the group are cooperative and a reasonable permit allocation scheme maximizes the overall payoff of the group. The second situation is where group members are non-cooperative and each member makes every effort to selfishly maximize its own payoff. The decision maker allocates permits to firms according to their non-cooperative game equilibrium scores. Proposed models are applied to study a group of paper mills to analyze their payoffs. The results show that the methods proposed in this work can provide reasonable allocation results for all firms. In addition, although our allocation methods adopt the principle of maximizing the payoff of the firm, the efficiency of each firm from current output and input levels is still a factor that determines the permit allocation.
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