THE PRIMITIVE COGNITIVE NETWORK PROCESS: COMPARISONS WITH THE ANALYTIC HIERARCHY PROCESS

被引:21
作者
Yuen, Kevin Kam Fung [1 ]
机构
[1] Zirve Univ, Dept Business Adm, TR-27260 Gaziantep, Turkey
关键词
Decision analysis; analytic hierarchy process (AHP); pairwise comparison; multicriteria decision-making; optimization; GOAL PROGRAMMING METHOD; AHP; SELECTION; DECISION;
D O I
10.1142/S0219622011004506
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This research proposes primitive cognitive network process (P-CNP), which comprises five decision processes, as an alternative of analytic hierarchy process (AHP). Two published cases using AHP are revised by P-CNP, and the validity and applicability of P-CNP are demonstrated. The comparison results indicate that AHP produces questionable results due to the ill-defined axioms of the perception of the paired difference, and suggest that the proposed P-CNP performs better than AHP in multicriteria decision-making problems.
引用
收藏
页码:659 / 680
页数:22
相关论文
共 25 条
[1]   ON A SHORT-COMING OF SAATY METHOD OF ANALYTIC HIERARCHIES [J].
BELTON, V ;
GEAR, T .
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE, 1983, 11 (03) :228-230
[2]   Supplier selection paradigm: An integrated hierarchical QFD methodology under multiple-criteria environment [J].
Bhattacharya, Arijit ;
Geraghty, John ;
Young, Paul .
APPLIED SOFT COMPUTING, 2010, 10 (04) :1013-1027
[3]  
BRYSON N, 1995, J OPER RES SOC, V46, P641, DOI 10.2307/2584536
[4]   COMPARISON OF 2 METHODS FOR DETERMINING THE WEIGHTS OF BELONGING TO FUZZY-SETS [J].
CHU, ATW ;
KALABA, RE ;
SPINGARN, K .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1979, 27 (04) :531-538
[5]   A NOTE ON THE ANALYSIS OF SUBJECTIVE JUDGMENT MATRICES [J].
CRAWFORD, G ;
WILLIAMS, C .
JOURNAL OF MATHEMATICAL PSYCHOLOGY, 1985, 29 (04) :387-405
[6]   A min-max goal programming approach to priority derivation in AHP with interval judgements [J].
Despotis, Dimitris K. ;
Derpanis, Dimitris .
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2008, 7 (01) :175-182
[7]   REMARKS ON THE ANALYTIC HIERARCHY PROCESS [J].
DYER, JS .
MANAGEMENT SCIENCE, 1990, 36 (03) :249-258
[8]  
Figueira J, 2005, INT SER OPER RES MAN, V78, P133, DOI 10.1007/0-387-23081-5_4
[9]   The Analytic Hierarchy Process - An exposition [J].
Forman, EH ;
Gass, SI .
OPERATIONS RESEARCH, 2001, 49 (04) :469-486
[10]   A multicriteria analysis on the strategies to open Taiwan's mobile virtual network operators services [J].
Fu, Guey Lan ;
Yang, Chyan ;
Tzeng, Gwo Hshiung .
INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY & DECISION MAKING, 2007, 6 (01) :85-112