Heuristic Rating Estimation Approach to The Pairwise Comparisons Method

被引:15
作者
Kulakowski, Konrad [1 ]
机构
[1] AGH Univ Sci & Technol, Dept Appl Comp Sci, PL-30059 Krakow, Poland
关键词
ANALYTIC HIERARCHY PROCESS; COMPARISON MATRICES; AHP; PRIORITIES; CONSISTENCY;
D O I
10.3233/FI-2014-1081
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The Heuristic Ratio Estimation (HRE) approach proposes a new way of using the pairwise comparisons matrix. It allows the assumption that the weights of some alternatives (herein referred to as concepts) are known and fixed, hence the weight vector needs to be estimated only for the other unknown values. The main purpose of this paper is to extend the previously proposed iterative HRE algorithm and present all the heuristics that create a generalized approach. Theoretical considerations are accompanied by a few numerical examples demonstrating how the selected heuristics can be used in practice.
引用
收藏
页码:367 / 386
页数:20
相关论文
共 42 条
[31]  
Saaty TL, 2005, INT SER OPER RES MAN, V78, P345, DOI 10.1007/0-387-23081-5_9
[32]   SCALING METHOD FOR PRIORITIES IN HIERARCHICAL STRUCTURES [J].
SAATY, TL .
JOURNAL OF MATHEMATICAL PSYCHOLOGY, 1977, 15 (03) :234-281
[33]   Ranking by eigenvector versus other methods in the analytic hierarchy process [J].
Saaty, TL ;
Hu, G .
APPLIED MATHEMATICS LETTERS, 1998, 11 (04) :121-125
[35]  
Schlager N., 2000, SCI ITS TIMES UNDERS, V2
[36]   Decision analysis in Management science [J].
Smith, JE ;
Von Winterfeldt, D .
MANAGEMENT SCIENCE, 2004, 50 (05) :561-574
[37]   A review of applications of Analytic Hierarchy Process in operations management [J].
Subramanian, Nachiappan ;
Ramanathan, Ramakrishnan .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2012, 138 (02) :215-241
[38]   A LAW OF COMPARATIVE JUDGMENT (REPRINTED FROM PSYCHOLOGICAL REVIEW, VOL 34, PG 273, 1927) [J].
THURSTONE, LL .
PSYCHOLOGICAL REVIEW, 1994, 101 (02) :266-270
[39]   Analytic hierarchy process: An overview of applications [J].
Vaidya, OS ;
Kumar, S .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2006, 169 (01) :1-29
[40]  
Yuen K. K. F., 2013, FUZZY SYSTEMS IEEE T, VPP, P1