A Hierarchical Decision Model Based on Pairwise Comparisons

Pairwise comparisons (PC) method is an efficient technique a nd hierarchical analysis is a popular means coping with complex decision problems. Based on two proposed theorems, this pa- per shows that the PC-based hierarchical decision models stem from the weighted average methods (including the arithmetic form and the geometric form). Some issues (including the rank reversal, the criterion for acceptable consistency and the method for deriving priorities, etc) associated with the current PC-based hierarchical models (including the AHP, the multiplicative AHP and the FPR- AHP) are investigated. Another PC-based hierarchical decision model, which is different from the Saaty's AHP, is introduced for applications by virtue of its desirable traits (such as the rank preser- vation, the isomorphic correspondence, etc).

[1]  Tetsuzo Tanino,et al.  Fuzzy Preference Relations in Group Decision Making , 1988 .

[2]  F. Lootsma A model for the relative importance of the criteria in the Multiplicative AHP and SMART , 1996 .

[3]  T. Saaty There is no mathematical validity for using fuzzy number crunching in the analytic hierarchy process , 2006 .

[4]  Fujun Hou,et al.  Rank Preserved Aggregation Rules and Application to Reliability Allocation , 2012 .

[5]  Carlos A. Bana e Costa,et al.  A critical analysis of the eigenvalue method used to derive priorities in AHP , 2008, Eur. J. Oper. Res..

[6]  Francisco Herrera,et al.  Some issues on consistency of fuzzy preference relations , 2004, Eur. J. Oper. Res..

[7]  Charles R. Johnson,et al.  Right-left asymmetry in an eigenvector ranking procedure , 1979 .

[8]  Ludwig Elsner,et al.  Max-algebra and pairwise comparison matrices , 2004 .

[9]  Ryszard Janicki,et al.  Remarks on Pairwise Comparison Numerical and Non-numerical Rankings , 2011, RSKT.

[10]  E. Choo,et al.  A UNIFIED APPROACH TO AHP WITH LINKING PINS , 1993 .

[11]  W. Pedrycz,et al.  A fuzzy extension of Saaty's priority theory , 1983 .

[12]  T. Tanino Fuzzy preference orderings in group decision making , 1984 .

[13]  J. Dyer Remarks on the analytic hierarchy process , 1990 .

[14]  Ryszard Janicki,et al.  Pairwise Comparisons Based Non-Numerical Ranking , 2009, Fundam. Informaticae.

[15]  Ryszard Janicki,et al.  A weak order solution to a group ranking and consistency-driven pairwise comparisons , 1998, Appl. Math. Comput..

[16]  F. Lootsma SCALE SENSITIVITY IN THE MULTIPLICATIVE AHP AND SMART , 1993 .

[17]  J. Barzilai,et al.  Ahp Rank Reversal, Normalization and Aggregation Rules , 1994 .

[18]  G. Fliedner,et al.  Comparison of the REMBRANDT system with analytic hierarchy process , 1995 .

[19]  Tien-Chin Wang,et al.  Measuring the success possibility of implementing advanced manufacturing technology by utilizing the consistent fuzzy preference relations , 2009, Expert Syst. Appl..

[20]  James Rumrill Miller The assessment of worth: a systematic procedure and its experimental validation. , 1966 .

[21]  G. Crawford,et al.  A note on the analysis of subjective judgment matrices , 1985 .

[22]  Tien-Chin Wang,et al.  Applying consistent fuzzy preference relations to partnership selection , 2007 .

[23]  W. Wedley,et al.  Ambiguous Criteria Weights in AHP: Consequences and Solutions* , 1989 .

[24]  Thomas L. Saaty,et al.  On the invalidity of fuzzifying numerical judgments in the Analytic Hierarchy Process , 2007, Math. Comput. Model..

[25]  Thomas L. Saaty,et al.  The legitimacy of rank reversal , 1984 .

[26]  J. Barzilai Deriving weights from pairwise comparison matrices , 1997 .

[27]  Ru-Jen Chao,et al.  Evaluation of the criteria and effectiveness of distance e-learning with consistent fuzzy preference relations , 2009, Expert Syst. Appl..

[28]  Michele Fedrizzi,et al.  On the normalisation of a priority vector associated with a reciprocal relation , 2009, Int. J. Gen. Syst..

[29]  R. E. Jensen An alternative scaling method for priorities in hierarchical structures , 1984 .

[30]  Fujun Hou,et al.  A Semiring-based study of judgment matrices: properties and models , 2011, Inf. Sci..

[31]  T. Saaty,et al.  The Analytic Hierarchy Process , 1985 .

[32]  Boaz Golany,et al.  Deriving weights from pairwise comparison matrices: The additive case , 1990 .

[33]  F. A. Lootsma,et al.  Numerical scaling of human judgement in pairwise-comparison methods for fuzzy multi-criteria decision analysis , 1988 .

[34]  Thomas L. Saaty,et al.  The Analytic Hierarchy Process: wash criteria should not be ignored , 2006 .

[35]  J. Barzilai Consistency Measures for Pairwise Comparison Matrices , 1998 .

[36]  Evangelos Triantaphyllou,et al.  USING THE ANALYTIC HIERARCHY PROCESS FOR DECISION MAKING IN ENGINEERING APPLICATIONS: SOME CHALLENGES , 1995 .