Project risk evaluation using a fuzzy analytic hierarchy process: An application to information technology projects

Projects are critical to the realization of performing organization's strategies. Each project contains some degree of risk and it is required to be aware of these risks and to develop the necessary responses to get the desired level of project success. Because projects' risks are multidimensional, they must be evaluated by using multi‐attribute decision‐making methods. The aim of this article is to provide an analytic tool to evaluate the project risks under incomplete and vague information. The fuzzy analytic hierarchy process (AHP) as a suitable and practical way of evaluating project risks based on the heuristic knowledge of experts is used to evaluate the riskiness of an information technology (IT) project of a Turkish firm. The means of the triangular fuzzy numbers produced by the IT experts for each comparison are successfully used in the pairwise comparison matrices. © 2006 Wiley Periodicals, Inc. Int J Int Syst 21: 559–584, 2006.

[1]  Claudio Moraga,et al.  A Fuzzy Risk Model and Its Matrix Algorithm , 2002, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[2]  Roger Miller,et al.  Understanding and Managing Risks in Large Engineering Projects , 2001 .

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

[4]  Prasanta Kumar Dey,et al.  Project risk management: a combined analytic hierarchy process and decision tree approach , 2002 .

[5]  Shyi-Ming Chen,et al.  Fuzzy risk analysis based on similarity measures of generalized fuzzy numbers , 2003, IEEE Trans. Fuzzy Syst..

[6]  David Hillson,et al.  Using a Risk Breakdown Structure in project management , 2003 .

[7]  Eugene D. Hahn Decision Making with Uncertain Judgments: A Stochastic Formulation of the Analytic Hierarchy Process , 2003, Decis. Sci..

[8]  Juite Wang,et al.  A fuzzy multicriteria group decision making approach to select configuration items for software development , 2003, Fuzzy Sets Syst..

[9]  Joseph H. M. Tah,et al.  A fuzzy approach to constuction project risk assessment and analysis: construction project risk management system , 2001 .

[10]  Cengiz Kahraman,et al.  Multi-attribute comparison of catering service companies using fuzzy AHP: The case of Turkey , 2004 .

[11]  Kalle Lyytinen,et al.  Identifying Software Project Risks: An International Delphi Study , 2001, J. Manag. Inf. Syst..

[12]  Chongfu Huang An application of calculated fuzzy risk , 2002, Inf. Sci..

[13]  KeilMark,et al.  Identifying Software Project Risks , 2001 .

[14]  Fritz Klocke,et al.  Evaluating alternative production cycles using the extended fuzzy AHP method , 1997, Eur. J. Oper. Res..

[15]  R. J. Kuo,et al.  A decision support system for selecting convenience store location through integration of fuzzy AHP and artificial neural network , 2002, Comput. Ind..

[16]  L. C. Leung,et al.  On consistency and ranking of alternatives in fuzzy AHP , 2000, Eur. J. Oper. Res..

[17]  C. Kahraman,et al.  Multi‐criteria supplier selection using fuzzy AHP , 2003 .

[18]  Ching-Hsue Cheng Evaluating naval tactical missile systems by fuzzy AHP based on the grade value of membership function , 1997 .

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

[20]  Ching-Hsue Cheng,et al.  Evaluating attack helicopters by AHP based on linguistic variable weight , 1999, Eur. J. Oper. Res..

[21]  Bing Jiang,et al.  The development of intelligent decision support tools to aid the design of flexible manufacturing systems , 2000 .

[22]  Felix T.S. Chan,et al.  Evaluation methodologies for technology selection , 2000 .

[23]  J. Buckley,et al.  Fuzzy hierarchical analysis , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).

[24]  F. A. Lootsma,et al.  Multicriteria decision analysis with fuzzy pairwise comparisons , 1989 .

[25]  Chris Chapman,et al.  Project risk analysis and management - PRAM the generic process , 1997 .

[26]  Ludmil Mikhailov,et al.  A fuzzy approach to deriving priorities from interval pairwise comparison judgements , 2004, Eur. J. Oper. Res..

[27]  William C. Wedley,et al.  Modelling risk and uncertainty with the analytic hierarchy process , 2002 .

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

[29]  Da Ruan,et al.  Fuzzy group decision making for selection among computer integrated manufacturing systems , 2003, Comput. Ind..

[30]  Clive Smallman,et al.  Managing project risks: a case study from the utilities sector , 2002 .

[31]  A. Shenhar,et al.  Risk Management, Project Success, and Technological Uncertainty , 2002 .

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

[33]  Huang Chong-fu An application of calculated fuzzy risk , 2002 .

[34]  Egmont Kock,et al.  Property Management — A systems approach , 1983 .

[35]  Suzanne Rivard,et al.  Toward an Assessment of Software Development Risk , 1993, J. Manag. Inf. Syst..

[36]  Minghe Sun,et al.  Artificial neural network representations for hierarchical preference structures , 1996, Comput. Oper. Res..

[37]  Jiuh-Biing Sheu,et al.  A hybrid fuzzy-based approach for identifying global logistics strategies , 2004 .

[38]  Dorota Kuchta,et al.  Use of fuzzy numbers in project risk (criticality) assessment , 2001 .

[39]  Hyun-Ho Choi,et al.  A risk assessment methodology for incorporating uncertainties using fuzzy concepts , 2002, Reliab. Eng. Syst. Saf..

[40]  Huey-Ming Lee,et al.  A new algorithm for applying fuzzy set theory to evaluate the rate of aggregative risk in software development , 2003, Inf. Sci..

[41]  Da Ruan,et al.  A fuzzy multi-criteria decision approach for software development strategy selection , 2004, Int. J. Gen. Syst..

[42]  Hoang Pham,et al.  A methodology for priority setting with application to software development process , 1999, Eur. J. Oper. Res..

[43]  Da Ruan,et al.  Fuzzy group decision-making for facility location selection , 2003, Inf. Sci..

[44]  Hepu Deng,et al.  Multicriteria analysis with fuzzy pairwise comparison , 1999, FUZZ-IEEE'99. 1999 IEEE International Fuzzy Systems. Conference Proceedings (Cat. No.99CH36315).

[45]  Don-lin Mon,et al.  Evaluating weapon system by Analytical Hierarchy Process based on fuzzy scales , 1994 .

[46]  Yu Jing,et al.  A discussion on Extent Analysis Method and applications of fuzzy AHP , 1999, Eur. J. Oper. Res..

[47]  J. U. M. Smith,et al.  Project Risk Management: Processes, Techniques and Insights , 1998, J. Oper. Res. Soc..

[48]  G. Spadoni,et al.  Risk analysis of hazardous materials transportation: evaluating uncertainty by means of fuzzy logic , 1998 .