全球智库信息集成服务系统(G2TT): A robustness study of state-of-the-art surrogate weights for MCDM.

G2TT

来源类型	Article
规范类型	其他
DOI	10.1007/s10726-016-9494-6
	A robustness study of state-of-the-art surrogate weights for MCDM.
	Danielson M; Ekenberg L
发表日期	2017
出处	Group Decision and Negotiation 26 (4): 677-691
出版年	2017
语种	英语
摘要	A vast number of methods for solving multi-criteria decision problems have been suggested for assessing criteria weights requiring more exact input data than users normally are able to provide. In particular, the selection of adequate criteria weights is difficult and in order to be realistic, other methods must be introduced. One class of such methods is to introduce so called surrogate weights, where numerical weights are assigned to each criterion based on a cardinal or ordinal rank ordering, assumed to represent the information extracted from the user. One essential problem is the robustness of such methods. In this article, we compare state-of-the-art methods based on surrogate weights from the literature and, utilizing a simulation approach, discuss underlying assumptions and robustness properties. This results in a quantitative measurement of these weighting methods and a methodology applicable also to forthcoming methods.
主题	Risk & ; Resilience (RISK) ; Risk, Policy and Vulnerability (RPV)
关键词	Multi-criteria decision analysis surrogate criteria weights robustness criteria ranking rank order
URL	http://pure.iiasa.ac.at/id/eprint/13385/
来源智库	International Institute for Applied Systems Analysis (Austria)
引用统计
资源类型	智库出版物
条目标识符	http://119.78.100.153/handle/2XGU8XDN/131016
推荐引用方式 GB/T 7714	Danielson M,Ekenberg L. A robustness study of state-of-the-art surrogate weights for MCDM.. 2017.

条目包含的文件
文件名称/大小	资源类型	版本类型	开放类型	使用许可
Robustness.pdf（423KB）	智库出版物		限制开放	CC BY-NC-SA	浏览