Supply chain risk modeling by AHP and Fuzzy AHP methods

Supply chain management is a discipline dealing with organization, coordination, and optimization of relations within supply chains. Complexity and dynamics of supply chains are not always proportional to their reliability, and supply chain risk management becomes a very important tool in minimizing risk and uncertainties caused by, or impacting on, logistics-related activities or resources in the supply chain. Because risk modeling presents a very important segment of risk management, the paper includes a description of the main characteristics of supply chains and a model for risk assessment based on the Analytic Hierarchy Process (AHP) and Fuzzy Analytic Hierarchy Process (FAHP) methods. The main intention of the research presented here is to propose approaches based on application of the AHP and FAHP methods which are used as a tool for ranking supply chain risk categories, determining its share in total risk, and as a method for the supply chain risk assessment. The proposed approach is based on the experience and the knowledge of experts from insurance companies which are professionally engaged in the process of risk assessment, and possibility of its application is tested on a numerical example.

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

[2]  Thomas L. Saaty,et al.  The analytic hierarchy and analytic network measurement processes: Applications to decisions under Risk , 2007 .

[3]  Jiang Nan,et al.  Supply Chain Purchasing Risk Evaluation of Manufacturing Enterprise Based on Fuzzy-AHP Method , 2009, 2009 Second International Conference on Intelligent Computation Technology and Automation.

[4]  Liu Bochao Supply Chain Risk Assessment Based on AHP and Fuzzy Comprehensive Evaluation , 2010, 2010 International Conference on Management of e-Commerce and e-Government.

[5]  DağdevirenMetin,et al.  Developing a fuzzy analytic hierarchy process (AHP) model for behavior-based safety management , 2008 .

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

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

[8]  T. Saaty Risk-Its Priority and Probability: The Analytic Hierarchy Process , 1987 .

[9]  L. S. Ganesh,et al.  An empirical analysis of the use of the Analytic Hierarchy Process for estimating membership values in a fuzzy set , 1996, Fuzzy Sets Syst..

[10]  D. Waters Supply Chain Risk Management: Vulnerability and Resilience in Logistics , 2007 .

[11]  Weiming Shen,et al.  Personal assistant agents for collaborative design environments , 2006, Comput. Ind..

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

[13]  Cengiz Kahraman,et al.  Project risk evaluation using a fuzzy analytic hierarchy process: An application to information technology projects , 2006, Int. J. Intell. Syst..

[14]  F. Knight The economic nature of the firm: From Risk, Uncertainty, and Profit , 2009 .

[15]  M. Bohanec,et al.  The Analytic Hierarchy Process , 2004 .

[16]  Anna Corinna Cagliano,et al.  An integrated approach to supply chain risk analysis , 2012 .

[17]  Sunan Huang,et al.  Railway risk assessment - the fuzzy reasoning approach and fuzzy analytic hierarchy process approaches: A case study of shunting at Waterloo depot , 2007 .

[18]  Golam Kabir,et al.  COMPARATIVE ANALYSIS OF AHP AND FUZZY AHP M ODELS FOR M ULTICRITERIA INVENTORY CLASSIFICATION , 2011 .

[19]  D. Chang Applications of the extent analysis method on fuzzy AHP , 1996 .

[20]  M. Christopher Logistics and supply chain management , 2011 .

[21]  Jennifer Blackhurst,et al.  A model for inbound supply risk analysis , 2006, Comput. Ind..

[22]  M. A. Mustafa,et al.  Project risk assessment using the analytic hierarchy process , 1991 .

[23]  C. Verbano,et al.  Development paths of risk management: approaches, methods and fields of application , 2011 .

[24]  Léa A. Deleris,et al.  Quantitative Risk Assessment in Supply Chains: A Case Study Based on Engineering Risk Analysis Concepts , 2011 .

[25]  Zhongsheng Hua,et al.  On the extent analysis method for fuzzy AHP and its applications , 2008, Eur. J. Oper. Res..

[26]  B. Beamon Supply chain design and analysis:: Models and methods , 1998 .