Comments on “Multiple criteria decision making (MCDM) methods in economics: an overview”

Abstract This paper offers comments on a previously published paper, titled “Multiple criteria decision making (MCDM) methods in economics: an overview,” by Zavadskas and Turskis (2011). The paper's authors made great efforts to summarize MCDM methods but may have failed to consider several important new concepts and trends in the MCDM field for solving actual problems. First, the traditional model assumes the criteria are independently and hierarchically structured; however, in reality, problems are often characterized by interdependent criteria and dimensions and may even exhibit feedback-like effects. Second, relatively good solutions from the existing alternatives are replaced by aspiration levels to fit today's competitive markets. Third, the emphasis in the field has shifted from ranking and selection when determining the most preferable approaches to performance improvement of existing methods. Fourth, information fusion techniques, including the fuzzy integral method, have been developed to aggreg...

[1]  Bernard Roy,et al.  Classement et choix en présence de points de vue multiples , 1968 .

[2]  J. Neumann,et al.  Theory of games and economic behavior, 2nd rev. ed. , 1947 .

[3]  Cengiz Kahraman,et al.  Data envelopment analysis using fuzzy concept , 1998, Proceedings. 1998 28th IEEE International Symposium on Multiple- Valued Logic (Cat. No.98CB36138).

[4]  Gwo-Hshiung Tzeng,et al.  Airline safety measurement using a hybrid model , 2007 .

[5]  G. Choquet Theory of capacities , 1954 .

[6]  Gwo-Hshiung Tzeng,et al.  A weight-assessing method with habitual domains , 1998, Eur. J. Oper. Res..

[7]  新家 健精 Decisions with Multiple Objectives Preferences and Value tradeoffs : by Ralph L. Keeney, Howard Raiffa John Willey , 1981 .

[8]  Ahti Salo,et al.  Preference programming for robust portfolio modeling and project selection , 2007, Eur. J. Oper. Res..

[9]  Gwo-Hshiung Tzeng,et al.  Combined DEMATEL technique with hybrid MCDM methods for creating the aspired intelligent global manufacturing & logistics systems , 2011, Annals of Operations Research.

[10]  E. Zavadskas,et al.  Project management by multimoora as an instrument for transition economies , 2010 .

[11]  Salvatore Greco,et al.  Rough sets theory for multicriteria decision analysis , 2001, Eur. J. Oper. Res..

[12]  Thomas L. Saaty,et al.  On polynomials and crossing numbers of complete graphs , 1971 .

[13]  C. Hwang Multiple Objective Decision Making - Methods and Applications: A State-of-the-Art Survey , 1979 .

[14]  Deng Ju-Long,et al.  Control problems of grey systems , 1982 .

[15]  Gwo-Hshiung Tzeng,et al.  Multicriteria Planning of Post‐Earthquake Sustainable Reconstruction , 2002 .

[16]  Gwo-Hshiung Tzeng,et al.  A Non-Additive Model for Evaluating Airline Service Quality , 2007 .

[17]  P. Yu A Class of Solutions for Group Decision Problems , 1973 .

[18]  T. L. Saaty A Scaling Method for Priorities in Hierarchical Structures , 1977 .

[19]  Yong Shi,et al.  New Frontiers of Decision Making for the Information Technology Era , 2000 .

[20]  Jih-Jeng Huang,et al.  Multidimensional data in multidimensional scaling using the analytic network process , 2005, Pattern Recognit. Lett..

[21]  Gwo-Hshiung Tzeng,et al.  Reply to “Comment on using a modified grey relation method for improving airline service quality” , 2012 .

[22]  Thomas L. Saaty,et al.  Decision making with dependence and feedback : the analytic network process : the organization and prioritization of complexity , 1996 .

[23]  Gwo-Hshiung Tzeng,et al.  Combined DEMATEL technique with a novel MCDM model for exploring portfolio selection based on CAPM , 2011, Expert Syst. Appl..

[24]  Milan Zeleny,et al.  Optimal system design with multiple criteria: De Novo programming approach , 1986 .

[25]  Gwo-Hshiung Tzeng,et al.  A VIKOR-Based Multiple Criteria Decision Method for Improving Information Security Risk , 2009, Int. J. Inf. Technol. Decis. Mak..

[26]  Christer Carlsson,et al.  Fuzzy reasoning in decision making and optimization , 2001, Studies in Fuzziness and Soft Computing.

[27]  Lawrence M. Seiford,et al.  Potential solutions of linear systems: The multi-criteria multiple constraint levels program , 1979 .

[28]  Yong Shi,et al.  Fuzzy potential solutions in multi-criteria and multi-constraint level linear programming problems , 1993 .

[29]  Abraham Charnes,et al.  Measuring the efficiency of decision making units , 1978 .

[30]  Matthias Ehrgott,et al.  Multiple criteria decision analysis: state of the art surveys , 2005 .

[31]  Simon French Evaluation and Decision Models: a Critical Perspective , 2002, J. Oper. Res. Soc..

[32]  Gwo-Hshiung Tzeng,et al.  Exploring the preference of customers between financial companies and agents based on TCA , 2012, Knowl. Based Syst..

[33]  Yoshiki Uchikawa,et al.  A Study on Varying Degrees of Attention in Multi-Attribute Decision Making Processes , 1995 .

[34]  Zbigniew Michalewicz,et al.  Evolutionary Algorithms for Constrained Parameter Optimization Problems , 1996, Evolutionary Computation.

[35]  G. Tzeng,et al.  A MULTIPLE OBJECTIVE PROGRAMMING APPROACH TO DATA ENVELOPMENT ANALYSIS , 2000 .

[36]  Po Lung Yu,et al.  Dynamic multiple criteria decision making in changeable spaces: from habitual domains to innovation dynamics , 2012, Ann. Oper. Res..

[37]  Abraham Charnes,et al.  Optimal Estimation of Executive Compensation by Linear Programming , 1955 .

[38]  J. Nash,et al.  NON-COOPERATIVE GAMES , 1951, Classics in Game Theory.

[39]  Masatoshi Sakawa,et al.  Interactive Computer Programs for Fuzzy Linear Programming with Multiple Objectives , 1983, Int. J. Man Mach. Stud..

[40]  R. Benayoun,et al.  Linear programming with multiple objective functions: Step method (stem) , 1971, Math. Program..

[41]  Vincent Mousseau,et al.  Inferring an ELECTRE TRI Model from Assignment Examples , 1998, J. Glob. Optim..

[42]  E. Zavadskas,et al.  Multiple criteria decision making (MCDM) methods in economics: an overview , 2011 .

[43]  Gwo-Hshiung Tzeng,et al.  PROBING THE INNOVATIVE QUALITY SYSTEM STRUCTURE MODEL FOR NPD PROCESS BASED ON COMBINING DANP WITH MCDM MODEL , 2012 .

[44]  Z. Pawlak,et al.  Rough set approach to multi-attribute decision analysis , 1994 .

[45]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[46]  Bertrand Mareschal,et al.  Prométhée: a new family of outranking methods in multicriteria analysis , 1984 .

[47]  Gwo-Hshiung Tzeng,et al.  Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS , 2004, Eur. J. Oper. Res..

[48]  Gwo-Hshiung Tzeng,et al.  A soft computing method for multi-criteria decision making with dependence and feedback , 2006, Appl. Math. Comput..

[49]  R. L. Keeney,et al.  Decisions with Multiple Objectives: Preferences and Value Trade-Offs , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[50]  Bernard Roy,et al.  From Optimisation to Multicriteria Decision Aid: Three Main Operational Attitudes , 1976 .

[51]  Masatoshi Sakawa,et al.  Fuzzy multiattribute utility analysis for collective choice , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[52]  Y. Haimes,et al.  Multiobjectives in water resource systems analysis: The Surrogate Worth Trade Off Method , 1974 .

[53]  Gwo-Hshiung Tzeng,et al.  Creating the aspired intelligent assessment systems for teaching materials , 2011, Expert Syst. Appl..

[54]  Gwo-Hshiung Tzeng,et al.  Post-merger high technology R&D human resources optimization through the De Novo perspective , 2007 .

[55]  Richard Bellman,et al.  Decision-making in fuzzy environment , 2012 .

[56]  C. Hwang,et al.  TOPSIS for MODM , 1994 .

[57]  Chris Ryan,et al.  Assisting the poor in China through tourism development: A review of research , 2012 .

[58]  R. Keeney Utility Functions for Multiattributed Consequences , 1972 .

[59]  C. Hwang,et al.  Fuzzy Multiple Objective Decision Making: Methods And Applications , 1996 .

[60]  Lotfi A. Zadeh,et al.  Fuzzy Sets , 1996, Inf. Control..

[61]  Dimitri P. Bertsekas,et al.  Nonlinear Programming , 1997 .

[62]  Annika Kangas,et al.  Using SMAA-2 method with dependent uncertainties for strategic forest planning , 2006 .

[63]  M. Grabisch Fuzzy integral in multicriteria decision making , 1995 .

[64]  Peter C. Fishburn,et al.  Utility theory for decision making , 1970 .

[65]  Albater Kudou,et al.  Comment on “Using a modified grey relation method for improving airline service quality” , 2012 .

[66]  Gwo-Hshiung Tzeng,et al.  Extended VIKOR method in comparison with outranking methods , 2007, Eur. J. Oper. Res..

[67]  Kalyanmoy Deb,et al.  Bi-objective Portfolio Optimization Using a Customized Hybrid NSGA-II Procedure , 2011, EMO.

[68]  Bernard Roy,et al.  Problems and methods with multiple objective functions , 1971, Math. Program..

[69]  Yi Peng,et al.  Ensemble of Software Defect Predictors: an AHP-Based Evaluation Method , 2011, Int. J. Inf. Technol. Decis. Mak..

[70]  James J. H. Liou,et al.  Developing an integrated model for the selection of strategic alliance partners in the airline industry , 2012, Knowl. Based Syst..

[71]  Gwo-Hshiung Tzeng,et al.  Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL , 2007, Expert Syst. Appl..

[72]  Constantin Zopounidis,et al.  Stock Evaluation Using a Preference Disaggregation Methodology , 1999 .

[73]  Gwo-Hshiung Tzeng,et al.  A modified VIKOR multiple-criteria decision method for improving domestic airlines service quality , 2011 .

[74]  Deng-Feng Li,et al.  Extension of the LINMAP for multiattribute decision making under Atanassov’s intuitionistic fuzzy environment , 2008, Fuzzy Optim. Decis. Mak..

[75]  David E. Goldberg,et al.  Genetic Algorithms in Search Optimization and Machine Learning , 1988 .

[76]  Gwo-Hshiung Tzeng,et al.  Recommendation sources on the intention to use e-books in academic digital libraries , 2010, Electron. Libr..

[77]  Gwo-Hshiung Tzeng,et al.  An integrated MCDM technique combined with DEMATEL for a novel cluster-weighted with ANP method , 2011, Expert Syst. Appl..

[78]  Gwo-Hshiung Tzeng,et al.  The best vendor selection for conducting the recycled material based on a hybrid MCDM model combining DANP with VIKOR , 2012 .

[79]  Ichiro Nishizaki,et al.  A Solution Concept Based on Fuzzy Decisions in n-Person Cooperative Games , 1992 .

[80]  Ching-Lai Hwang,et al.  Fuzzy Multiple Attribute Decision Making - Methods and Applications , 1992, Lecture Notes in Economics and Mathematical Systems.

[81]  Peijun Guo,et al.  Fuzzy DEA: a perceptual evaluation method , 2001, Fuzzy Sets Syst..

[82]  Ching-Lai Hwang,et al.  Multiple Attribute Decision Making: Methods and Applications - A State-of-the-Art Survey , 1981, Lecture Notes in Economics and Mathematical Systems.

[83]  Gwo-Hshiung Tzeng,et al.  Fuzzy decision maps: a generalization of the DEMATEL methods , 2010, Soft Comput..

[84]  P. Yu,et al.  The set of all nondominated solutions in linear cases and a multicriteria simplex method , 1975 .

[85]  Gwo-Hshiung Tzeng,et al.  Improving tourism policy implementation – The use of hybrid MCDM models , 2012 .

[86]  Goldberg,et al.  Genetic algorithms , 1993, Robust Control Systems with Genetic Algorithms.

[87]  Gwo-Hshiung Tzeng,et al.  Developing Taipei Automobile Driving Cycle for Emissions , 1997 .

[88]  Gwo-Hshiung Tzeng,et al.  Using Nonadditive Fuzzy Integral to Assess Performances of Organizational Transformation Via Communities of Practice , 2007, IEEE Transactions on Engineering Management.

[89]  Yi Peng,et al.  FAMCDM: A fusion approach of MCDM methods to rank multiclass classification algorithms , 2011 .

[90]  Gwo-Hshiung Tzeng,et al.  A balanced scorecard approach to establish a performance evaluation and relationship model for hot spring hotels based on a hybrid MCDM model combining DEMATEL and ANP , 2011 .

[91]  Salvatore Greco,et al.  Dominance-based Rough Set Approach to decision under uncertainty and time preference , 2010, Ann. Oper. Res..

[92]  J. Neumann,et al.  Theory of games and economic behavior , 1945, 100 Years of Math Milestones.

[93]  Po-Lung Yu,et al.  Behavior Bases and Habitual Domains of Human Decision/Behavior — Concepts and Applications , 1980 .

[94]  Gwo-Hshiung Tzeng,et al.  Choosing best alliance partners and allocating optimal alliance resources using the fuzzy multi-objective dummy programming model , 2006, J. Oper. Res. Soc..

[95]  菅野 道夫,et al.  Theory of fuzzy integrals and its applications , 1975 .

[96]  B. Roy The outranking approach and the foundations of electre methods , 1991 .

[97]  T. L. Saaty A NATURAL WAY TO MAKE MOMENTOUS DECISIONS , 1992 .

[98]  E. Lee,et al.  Fuzzy approaches to multicriteria de Novo programs , 1990 .

[99]  Milan Zeleny,et al.  OPTIMIZING GIVEN SYSTEMS vs. DESIGNING OPTIMAL SYSTEMS: THE DE NOVO PROGRAMMING APPROACH , 1990 .

[100]  Jerzy W. Grzymala-Busse,et al.  Rough Sets , 1995, Commun. ACM.

[101]  T. L. Saaty,et al.  Decision making with dependence and feedback , 2001 .

[102]  Masahiro Inuiguchi,et al.  Fuzzy multiobjective combinatorial optimization through revised genetic algorithms , 1994 .

[103]  P. Vincke,et al.  Multicriteria analysis: survey and new directions , 1981 .

[104]  Chi-Yo Huang,et al.  A Novel Method for Fuzzy Measure Identification , 2011 .

[105]  Edmundas Kazimieras Zavadskas,et al.  Multi-attribute Assessment of Road Design Solutions by Using the COPRAS Method , 2007 .

[106]  H. Zimmermann Fuzzy programming and linear programming with several objective functions , 1978 .