Using a Benchmark in Case-Based Multiple-Criteria Ranking

被引:7
作者
Chen, Ye [1 ]
Kilgour, D. Marc [2 ,3 ]
Hipel, Keith W. [4 ]
机构
[1] Nanjing Univ Aeronaut & Astronaut, Coll Econ & Management, Nanjing 210016, Jiangsu, Peoples R China
[2] Wilfrid Laurier Univ, Dept Math, Waterloo, ON N2L 3C5, Canada
[3] Wilfrid Laurier Univ, Laurier Ctr Mil Strateg & Disarmament Studies, Waterloo, ON N2L 3C5, Canada
[4] Univ Waterloo, Dept Syst Design Engn, Waterloo, ON N2L 3G1, Canada
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS | 2009年 / 39卷 / 02期
基金
加拿大自然科学与工程研究理事会;
关键词
Case-based distance approach (CBDA); multiple-criteria decision analysis (MCDA); multiple-criteria ranking; preference disaggregation; project evaluation; CLASSIFICATION;
D O I
10.1109/TSMCA.2008.2010135
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
A benchmark-based method is proposed for multiple-criteria ranking, and a case study is presented to demonstrate that the procedure can be efficient and effective in practice. Multiple-criteria ranking aims to help a decision maker (DM) assess a finite set of alternatives according to several criteria, usually conflicting, in order to rank the full set. The relation of benchmarks to multiple-criteria decision analysis is investigated systematically, and then, an approach based on distance from a benchmark is designed to incorporate information about a DM's judgements so as to produce a full ranking. The procedure is applied to rank 81. U.S. brownfield redevelopment projects based on available data and an accepted benchmark.
引用
收藏
页码:358 / 368
页数:11
相关论文
共 28 条
[1]  
*ADD INC, 2007, XLSTAT
[2]  
BROOKHART G, 2006, BUSINESS BENCHMARK
[3]   OPTIMAL ESTIMATION OF EXECUTIVE COMPENSATION BY LINEAR PROGRAMMING [J].
Charnes, A. ;
Cooper, W. W. ;
Ferguson, R. O. .
MANAGEMENT SCIENCE, 1955, 1 (02) :138-151
[4]   Multiple criteria classification with an application in water resources planning [J].
Chen, Y ;
Kilgour, DM ;
Hipel, KW .
COMPUTERS & OPERATIONS RESEARCH, 2006, 33 (11) :3301-3323
[5]   Multiple-criteria sorting using case-based distance models with an application in water resources management [J].
Chen, Ye ;
Hipel, Keith W. ;
Kilgour, D. Marc .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2007, 37 (05) :680-691
[6]  
*COUNC URB EC DEV, 1999, BROWNF RED PERF EV
[7]  
Doumpos M, 2002, Multicriteria Decision Aid Classification Methods
[9]  
Hwang C-L., 1981, Multiple Attribute Decision Making, Lecture Notes in Economics and Mathematical Systems, DOI [10.1007/978-3-642-48318-9, DOI 10.1007/978-3-642-48318-9]
[10]  
*IEDC, 2005, INT BROWNF RED PROJ