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    請使用永久網址來引用或連結此文件: https://ir.lib.ncu.edu.tw/handle/987654321/106294


    題名: A novel summarization technique for the support of resolving multi-criteria decision making problems
    作者: 陳彥良;Huang, Tony Cheng-Kui;Chen, Yen-Liang;Chang, Ting-Hao
    貢獻者: 管理學院資訊管理學系
    關鍵詞: Decision table;Decision trees;Genetic algorithm;Genetic algorithms;Managers;Mathematical problems;Multi-criteria decision making;Multiple criteria decision making;Studies;Summarization
    日期: 2015-11-01
    上傳時間: 2026-04-23 13:16:49 (UTC+8)
    出版者: Elsevier;Amsterdam: Elsevier B.V
    摘要: 摘要: In real-life circumstances, managers often have to face various decision-making problems. Among them, the topic of multi-criteria decision making (MCDM) is one of the most important and complicated problems in the decision-making field. In general, the element of MCDM can consist of three parts: input, output, and the solution approach. The input is expressed as m alternatives with n criteria. It usually assumes that the underlying input data can be represented in a decision table. Correspondingly, the output is an optimal outcome, or a set of outcomes, resolved by different kinds of solution approaches. In this study, we propose a summarization technique to display the decision table as a new summarization table; allowing managers to make decisions more quickly. The proposed technique is to optimize a summarization result so that the degree of information lost is minimum. Since seeking for a minimum result is an NP-hard problem, we applied a genetic algorithm to improve the summarization result. •In real-life circumstances, managers have to face various decision-making problems.•MCDM is one of the most important problems in the decision-making field.•The input data of MCDM can be represented in a decision table.•We propose a summarization technique to display it as a new summarization table.
    出版者: Amsterdam: Elsevier B.V
    出版日期: 2015-11
    出處: Decision Support Systems, 2015-11, Vol.79, p.109-124
    資源來源: Elsevier ScienceDirect Journals: Bodleian Libraries collection
    版權: 2015 Elsevier B.V.
    版權: Copyright Elsevier Sequoia S.A. Nov 2015
    識別號: ISSN: 0167-9236
    識別號: EISSN: 1873-5797
    識別號: DOI: 10.1016/j.dss.2015.08.004
    識別號: CODEN: DSSYDK
    顯示於類別:[資訊管理學系] 期刊論文

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