Consensus models at minimum quadratic cost and its economic interpretation

Zaiwu Gong, Huanhuan Zhang, Chao Xu, Xiaoxia Xu
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Abstract

Reaching a consensus in a group decision-making (GDM) usually costs plenty of time and resources, so how to minimize the total cost in a GDM process has become the focus of most researchers, which makes the construction of the minimum cost consensus models be the key research field in recent years. The aim of this paper is to propose two kinds of non-linear minimum cost consensus models: one considers all the individual decision makers (DMs), while the other focuses only on a particular DM. To do this, consensus models based on minimum cost and maximum return are constructed. By using the dual theory in quadratic programming, the economic significance of these two models is verified and their relationship is further explored.
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最小二次代价下的共识模型及其经济学解释
在群体决策中达成共识通常需要花费大量的时间和资源,因此如何使群体决策过程中的总成本最小化成为大多数研究者关注的焦点,这使得最小成本共识模型的构建成为近年来的重点研究领域。本文的目的是提出两种非线性最小成本共识模型:一种是考虑所有个体决策者(DM),另一种是只关注特定的DM。为此,构建了基于最小成本和最大收益的共识模型。利用二次规划中的对偶理论,验证了这两种模型的经济意义,并进一步探讨了它们之间的关系。
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