A Discourse of Multi-criteria Decision Making (MCDM) Approaches

During a decision making process, decision makers often need to handle large amount of information in order to reach a rational decision. Such information can be incomplete, uncertain and even contradictory to each other. Multi-criteria decision making (MCDM) methods provide effective and popular solutions to aid decisions under uncertainty. Well-established MCDM methodologies such as AHP, TOPSIS, VIKOR, ELECTRE, and PROMETHEE are reviewed with particular reference to their standard frameworks in this chapter to provide a holistic knowledge base on their applications individually and/or collectively in the other chapters in this book.

[1]  Ramon López de Mántaras,et al.  Approximate Reasoning Models , 1990 .

[2]  Bruce G. Buchanan,et al.  The MYCIN Experiments of the Stanford Heuristic Programming Project , 1985 .

[3]  Lyès Benyoucef,et al.  Simulation based fuzzy TOPSIS approach for group multi-criteria supplier selection problem , 2012, Eng. Appl. Artif. Intell..

[4]  Osman Turan,et al.  An application of fuzzy-AHP to ship operational energy efficiency measures , 2016 .

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

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

[7]  Charbel José Chiappetta Jabbour,et al.  Selecting green suppliers based on GSCM practices: Using fuzzy TOPSIS applied to a Brazilian electronics company , 2014, Eur. J. Oper. Res..

[8]  L. Duckstein,et al.  Multiobjective optimization in river basin development , 1980 .

[9]  Jean Pierre Brans,et al.  PROMETHEE V: MCDM problems with segmentation constraints , 1992 .

[10]  Bekir Sahin,et al.  A Novel Process Model for Marine Accident Analysis by using Generic Fuzzy-AHP Algorithm , 2014, Journal of Navigation.

[11]  Chien-Chang Chou,et al.  Application of FMCDM model to selecting the hub location in the marine transportation: A case study in southeastern Asia , 2010, Math. Comput. Model..

[12]  Sushil Kumar,et al.  Analytic hierarchy process: An overview of applications , 2006, Eur. J. Oper. Res..

[13]  Yang Li,et al.  A New Method Based on TOPSIS and Response Surface Method for MCDM Problems with Interval Numbers , 2015 .

[14]  Shih-Liang Chao,et al.  Evaluating advanced quay cranes in container terminals , 2011 .

[15]  S Bonsall,et al.  Use of Fuzzy Evidential Reasoning in Maritime Security Assessment , 2009, Risk analysis : an official publication of the Society for Risk Analysis.

[16]  D.-W. Song,et al.  Weighting the competitiveness factors for container ports under conflicting interests , 2010, J. Oper. Res. Soc..

[17]  Jian-Bo Yang,et al.  Ship selection using a multiple-criteria synthesis approach , 2008 .

[18]  Jin Wang,et al.  A fuzzy-logic-based approach to qualitative safety modelling for marine systems , 2001, Reliab. Eng. Syst. Saf..

[19]  Ronald R. Yager,et al.  An approach to ordinal decision making , 1995, Int. J. Approx. Reason..

[20]  P. Vincke,et al.  Note-A Preference Ranking Organisation Method: The PROMETHEE Method for Multiple Criteria Decision-Making , 1985 .

[21]  Jian-Bo Yang,et al.  On the evidential reasoning algorithm for multiple attribute decision analysis under uncertainty , 2002, IEEE Trans. Syst. Man Cybern. Part A.

[22]  Jean-Charles Pomerol,et al.  Multicriterion Decision in Management: Principles and Practice , 2012 .

[23]  Haleh Hassan,et al.  Supplier Selection and Evaluation by Fuzzy Multi-Criteria Decision Making Methodology , 2011 .

[24]  Marc Roubens,et al.  Multiple criteria decision making , 1994 .

[25]  Hristos Karahalios,et al.  Assessment of the maritime labour convention compliance using balanced scorecard and analytic hierarchy process approach , 2015 .

[26]  Jian-Bo Yang,et al.  A General Multi-Level Evaluation Process for Hybrid MADM With Uncertainty , 1994, IEEE Trans. Syst. Man Cybern. Syst..

[27]  Cengiz Kahraman,et al.  Multicriteria renewable energy planning using an integrated fuzzy VIKOR & AHP methodology: The case of Istanbul , 2010 .

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

[29]  Zeshui Xu,et al.  Hesitant fuzzy ELECTRE II approach: A new way to handle multi-criteria decision making problems , 2015, Inf. Sci..

[30]  Morteza Yazdani,et al.  VIKOR and its Applications: A State-of-the-Art Survey , 2014, Int. J. Strateg. Decis. Sci..

[31]  Hsuan-Shih Lee,et al.  Evaluating financial performance of Taiwan container shipping companies by strength and weakness indices , 2010, Int. J. Comput. Math..

[32]  Glenn Shafer,et al.  A Mathematical Theory of Evidence , 2020, A Mathematical Theory of Evidence.

[33]  Robert LIN,et al.  NOTE ON FUZZY SETS , 2014 .

[34]  Rohan K. Gavade Multi-Criteria Decision Making : An overview of different selection problems and methods , 2014 .

[35]  Chung-Hsing Yeh,et al.  Modeling subjective evaluation for fuzzy group multicriteria decision making , 2009, Eur. J. Oper. Res..

[36]  Hazem Ali Attia,et al.  Integrated Fuzzy (GMM) -TOPSIS Model for Best Design Concept and Material Selection Process , 2013 .

[37]  Gwo-Hshiung Tzeng,et al.  Multicriteria Expansion of a Competence Set Using Genetic Algorithm , 2003 .

[38]  ZouggariAkram,et al.  Simulation based fuzzy TOPSIS approach for group multi-criteria supplier selection problem , 2012 .

[39]  M. Singh,et al.  An Evidential Reasoning Approach for Multiple-Attribute Decision Making with Uncertainty , 1994, IEEE Trans. Syst. Man Cybern. Syst..

[40]  Dong-Ling Xu,et al.  An introduction and survey of the evidential reasoning approach for multiple criteria decision analysis , 2012, Ann. Oper. Res..

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

[42]  Hristos Karahalios,et al.  A proposed System of Hierarchical Scorecards to assess the implementation of maritime regulations , 2011 .

[43]  H. Gitinavard,et al.  A soft computing based-modified ELECTRE model for renewable energy policy selection with unknown information , 2017 .

[44]  Jian-Bo Yang,et al.  A subjective risk analysis approach of container supply chains , 2005, Int. J. Autom. Comput..

[45]  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.

[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]  Serafim Opricovic,et al.  A Fuzzy Compromise Solution for multicriteria Problems , 2007, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

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

[50]  Thomas L. Saaty,et al.  TRANSPORT PLANNING WITH MULTIPLE CRITERIA: THE ANALYTIC HIERARCHY PROCESS APPLICATIONS AND PROGRESS REVIEW , 1995 .

[51]  Serafim Opricovic,et al.  Fuzzy VIKOR with an application to water resources planning , 2011, Expert Syst. Appl..

[52]  Jayanath Ananda,et al.  A critical review of multi-criteria decision making methods with special reference to forest management and planning , 2009 .

[53]  R. Yager On the specificity of a possibility distribution , 1992 .

[54]  Kuo-Liang Lin,et al.  Complementing AHP with Habitual Domains Theory to Identify Key Performance Indicators for Service Industry , 2006, 2006 IEEE International Conference on Service Operations and Logistics, and Informatics.

[55]  Mohammad Jafar Tarokh,et al.  A fuzzy VIKOR method for supplier selection based on entropy measure for objective weighting , 2011, Expert Syst. Appl..

[56]  Akbar Alam Tabriz,et al.  Application of Fuzzy Goal Programming & F-PROMETHEE Approaches in Evaluating and Selecting the Best Suppliers in Supply Chain , 2013 .

[57]  Innocent C. Ogwude,et al.  Service quality measurements in ports of a developing economy: Nigerian ports survey , 2004 .

[58]  Bertrand Mareschal,et al.  The GDSS PROMETHEE procedure: a PROMETHEE-GAIA based procedure for group decision support , 1998 .

[59]  Kannan Govindan,et al.  Supplier risk assessment based on trapezoidal intuitionistic fuzzy numbers and ELECTRE TRI-C: a case illustration involving service suppliers , 2016, J. Oper. Res. Soc..

[60]  Ian N. Durbach,et al.  Modeling uncertainty in multi-criteria decision analysis , 2012, Eur. J. Oper. Res..

[61]  Rajesh Gupta,et al.  Selection of logistic service provider using fuzzy PROMETHEE for a cement industry , 2012 .

[62]  Arthur P. Dempster,et al.  Upper and Lower Probabilities Induced by a Multivalued Mapping , 1967, Classic Works of the Dempster-Shafer Theory of Belief Functions.

[63]  J Wang,et al.  A design—decision support framework for evaluation of design options/proposals using a composite structure methodology based on the approximate reasoning approach and the evidential reasoning method , 2003 .

[64]  M. Ramachandran,et al.  Application of multi-criteria decision making to sustainable energy planning--A review , 2004 .

[65]  Bertrand Mareschal,et al.  The PROMCALC & GAIA decision support system for multicriteria decision aid , 1994, Decis. Support Syst..

[66]  Reza Baradaran Kazemzadeh,et al.  PROMETHEE: A comprehensive literature review on methodologies and applications , 2010, Eur. J. Oper. Res..

[67]  MengChu Zhou,et al.  Methods toward supply chain risk analysis , 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

[68]  E. Galdeano-Gómez,et al.  Logistics network and externalities for short sea transport: An analysis of horticultural exports from southeast Spain , 2012 .

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

[70]  Cengiz Kahraman,et al.  ELECTRE I Method Using Hesitant Linguistic Term Sets: An Application to Supplier Selection , 2016, Int. J. Comput. Intell. Syst..

[71]  Okan Duru,et al.  Use of consistency index, expert prioritization and direct numerical inputs for generic fuzzy-AHP modeling: A process model for shipping asset management , 2012, Expert Syst. Appl..

[72]  Wen-Kai Hsu,et al.  Ports’ Service Attributes for Ship Navigation Safety , 2012 .

[73]  Jian-qiang Wang,et al.  Multi-criteria semantic dominance: A linguistic decision aiding technique based on incomplete preference information , 2013, Eur. J. Oper. Res..

[74]  Williams,et al.  Human Error Assessment and Management in Port Operations using Fuzzy AHP , 2006 .

[75]  Jin Wang,et al.  A Fuzzy-Logic-Based Approach to Subjective Safety Modelling for Maritime Products , 2001 .

[76]  S. Bonsall,et al.  Incorporating uncertainty and multiple criteria in vessel selection , 2009 .

[77]  Bertrand Mareschal,et al.  The PROMETHEE VI procedure: how to differentiate hard from soft multicriteria problems , 1995 .

[78]  Hans-Jürgen Zimmermann,et al.  An application-oriented view of modeling uncertainty , 2000, Eur. J. Oper. Res..

[79]  Jasmine Siu Lee Lam,et al.  A decision support system for port selection , 2012 .

[80]  Michael J. Shaw,et al.  A MCDM approach for sourcing strategy mix decision in IT projects , 2010, Expert Syst. Appl..

[81]  T. Saaty How to Make a Decision: The Analytic Hierarchy Process , 1990 .

[82]  Zaili Yang,et al.  A new risk quantification approach in port facility security assessment , 2014 .

[83]  Zaili Yang,et al.  Modelling port choice in an uncertain environment , 2014 .

[84]  Jian-Bo Yang,et al.  Rule and utility based evidential reasoning approach for multiattribute decision analysis under uncertainties , 2001, Eur. J. Oper. Res..

[85]  Mehmet Sevkli,et al.  An application of the fuzzy ELECTRE method for supplier selection , 2010 .