A Novel Kind of Decision of Weight of Multi-attribute Decision-making Model based on Bayesian Networks

被引：0
|
作者：
Xuan, Sun [1 ]
机构：
[1] Guilin Univ Technol, Dept Elect & Comp Sci, Guilin City 541004, Peoples R China
来源：
ISBIM: 2008 INTERNATIONAL SEMINAR ON BUSINESS AND INFORMATION MANAGEMENT, VOL 2 | 2009年
关键词：
Multi-attribute decision-making based on Bayesian networks (MADM-BN); Decision of weights; TOPSIS; Bayesian networks; TOPSIS;
D O I：
10.1109/ISBIM.2008.94
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
One of hotspot of the existing approaches of multi-attribute decision making model (MADM) is determination of weights. This paper presents a novel kind of decision of weight of multi-attribute decision-making model based on Bayesian networks. Critical technique, 'Bayesian networks' is used to determine value of weights, which combined prior information (other experts' knowledge, or numerical simulation etc.) with experts' knowledge. This method effectively takes advantage of experts' knowledge and avoids the problem with experts' subjectivity. An illustrative example is showed to explore the implications of proposed method. The model is valuable for field of multi-attribute decision-making.
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页码：30 / 33
页数：4
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