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The optimal treatment alternatives selection of integrated TCM and Western medicine based on dynamic conflict group decision-making models

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机构: [1]Xidian Univ, Sch Econ & Management, Xian 710071, Shaanxi, Peoples R China [2]Guangzhou Univ Chinese Med, State Key Lab Dampness Syndrome Chinese Med, Affiliated Hosp 2, Guangzhou 510120, Guangdong, Peoples R China [3]Guangdong Prov Key Lab Chinese Med Prevent & Trea, Guangzhou 510120, Guangdong, Peoples R China [4]Jinan Univ, Dept Gen Surg, Affiliated Hosp 1, Guangzhou 510630, Guangdong, Peoples R China [5]Guangdong Univ Finance & Econ, Foshan Inst Modern Serv, Foshan 528100, Guangdong, Peoples R China [6]Guangzhou Univ Chinese Med, Dept Rheumatol, Affiliated Hosp 2, Guangzhou 510120, Guangdong, Peoples R China
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关键词: Incomplete information Directed graph Dynamic conflict decision-making Traditional Chinese medicine (TCM) and Western medicine

摘要:
Group conflict decision-making is a crucial research direction in group decision making. Most of the existing group conflict decision theories provide models under the condition of static and complete information, but it is urgent to improve the dynamic conflict group decision-making theory with incomplete information to deal with practical management problems. This paper presents a group optimal alternative selection model with dynamic conflict characteristics under incomplete information. Firstly, a directed graph is used to describe the dynamic decision process with incomplete information, and the directed graph is transformed into a generalized conflict information system with incomplete information. Secondly, a group dynamic conflict decision-making model based on the conflict information system is built. Thirdly, dynamic decision rules for decision makers on alternatives under decision attributes are designed, then the largest coalition and the path dependence mea-surement of decision makers are calculated. Subsequently, taking the optimization decision-making processes of clinical treatment alternatives of integrated traditional Chinese medicine (TCM) and Western medicine as the research problem, the proposed model is applied to verify the applicability and effectiveness by using the electronic medical record (EMR) of 2481 samples. Finally, the solution of the set of clinical optimal treatment alternatives and the path dependence of decision makers on the set of optimal treatment alternatives are presented. The conclusion shows that the distribution of missing information is generally consistent with the practice of clinical decision-making. In addition, the path dependence of decision makers on the optimal alternative is much higher than that on the worst alternative, the conflicts among decision makers are consistent, and decision makers gradually approach the optimal alternative through repeated comparison and verification. (c) 2021 Elsevier B.V. All rights reserved.

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出版当年[2021]版:
大类 | 1 区 计算机科学
小类 | 1 区 计算机:人工智能
最新[2025]版:
大类 | 1 区 计算机科学
小类 | 2 区 计算机:人工智能
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出版当年[2020]版:
Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
最新[2023]版:
Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE

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第一作者机构: [1]Xidian Univ, Sch Econ & Management, Xian 710071, Shaanxi, Peoples R China [2]Guangzhou Univ Chinese Med, State Key Lab Dampness Syndrome Chinese Med, Affiliated Hosp 2, Guangzhou 510120, Guangdong, Peoples R China [3]Guangdong Prov Key Lab Chinese Med Prevent & Trea, Guangzhou 510120, Guangdong, Peoples R China
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