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首页> 外文期刊>Applied Soft Computing >A novel two-stage method for matching the technology suppliers and demanders based on prospect theory and evidence theory under intuitionistic fuzzy environment
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A novel two-stage method for matching the technology suppliers and demanders based on prospect theory and evidence theory under intuitionistic fuzzy environment

机译：一种新的两级方法，用于基于直观模糊环境下的前景理论和证据理论匹配技术供应商和要求的两级方法

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摘要

Matching the technology suppliers and demanders in the market is essential because such a matching facilitates the technology commercialization. Under the intuitionistic fuzzy environment, this paper proposes a novel two-stage matching method to match the technology suppliers and demanders by fully considering the characteristics of the real matching process. In the first stage, following the prospect theory and evidence theory, the satisfactions of the two parties with the attributes' performances are calculated. These satisfactions are further used as the basis for the ranking of cooperation preferences. In the second stage, the price satisfaction under the influence of the cooperation preferences is considered, and the final matching pairs are obtained by maximizing the price satisfaction. We also conduct a numerical example to show the application of the novel two-stage method and compare its performance with the single-stage method The results show that the two-stage method can better identify both sides' cooperation intentions and enhance their transaction satisfactions. (C) 2020 Elsevier B.V. All rights reserved.
机译：匹配市场中的技术供应商和要求是必不可少的，因为这种匹配有助于技术商业化。在直觉的模糊环境下，本文通过充分考虑实际匹配过程的特征，提出了一种新的两级匹配方法，以匹配技术供应商和要求。在第一阶段，遵循展望理论和证据理论，计算了两党与属性表演的满足。这些满足进一步用作合作偏好排名的基础。在第二阶段，考虑了合作偏好的影响下的价格满意度，最终匹配对是通过最大化价格满意度获得的。我们还开展了一个数字示例，以显示新型两级方法的应用，并通过单阶段方法比较结果表明，结果表明，两级方法可以更好地确定双方的合作意图，提高其交易满足。 （c）2020 Elsevier B.V.保留所有权利。

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