A Fuzzy Multi-Criteria SWOT Analysis: An Application to Nuclear Power Plant Site Selection

SWOT (Strengths, Weaknesses, Opportunities and Threats) analysis is a commonly used and an important technique for analyzing internal and external environments in order to provide a systematic approach and support for a decision making. SWOT is criticized mostly for considering only qualitative examination of environmental factors, no priority for various factors and strategies, and no vagueness of the factors under fuzziness. In this paper, fuzzy TOPSIS (Technique for Order Preference by Similarity to Ideal Solution) integrated with fuzzy AHP (Analytical Hierarchy Process) is used to develop fuzzy multi-criteria SWOT analysis in order to overcome these shortcomings. Nuclear power plant site selection, which is a strategic and important issue for Turkey's energy policy making, is considered as an application case study that demonstrated the applicability of the developed fuzzy SWOT model.

[1]  J. Kangas,et al.  The use of value focused thinking and the A’WOT hybrid method in tourism management , 2004 .

[2]  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.

[3]  Kuo-liang Lee,et al.  A fuzzy quantified SWOT procedure for environmental evaluation of an international distribution center , 2008, Inf. Sci..

[4]  Wen-Chih Huang,et al.  Application of a quantification SWOT analytical method , 2006, Math. Comput. Model..

[5]  Robert G. Dyson,et al.  Strategic development and SWOT analysis at the University of Warwick , 2004, Eur. J. Oper. Res..

[6]  Tolga Kaya,et al.  Multi-attribute Evaluation of Website Quality in E-business Using an Integrated Fuzzy AHPTOPSIS Methodology , 2010, Int. J. Comput. Intell. Syst..

[7]  Koen Vanhoof,et al.  A knowledge-based SWOT-analysis system as an instrument for strategic planning in small and medium sized enterprises , 1999, Decis. Support Syst..

[8]  Ta-Chung Chu,et al.  An interval arithmetic based fuzzy TOPSIS model , 2009, Expert Syst. Appl..

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

[10]  Chen-Tung Chen,et al.  A fuzzy approach for supplier evaluation and selection in supply chain management , 2006 .

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

[12]  Heinz Weihrich,et al.  The TOWS matrix—A tool for situational analysis , 1982 .

[13]  T. Chu,et al.  Improved extensions of the TOPSIS for group decisionmaking under fuzzy environment , 2002 .

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

[15]  Deng Yong Plant location selection based on fuzzy TOPSIS , 2006 .

[16]  Mikko Kurttila,et al.  Adapting modern strategic decision support tools in the participatory strategy process—a case study of a forest research station , 2006 .

[17]  C. Kirkwood A Case History of Nuclear Power Plant Site Selection , 1982 .

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

[19]  Cengiz Kahraman,et al.  Multicriteria decision making in energy planning using a modified fuzzy TOPSIS methodology , 2011, Expert Syst. Appl..

[20]  Xiangtong Qi,et al.  A logistics scheduling model: scheduling and transshipment for two processing centers , 2006 .

[21]  A. Memariani,et al.  Fuzzy SWOT analysis , 2007, J. Intell. Fuzzy Syst..

[22]  Roy SWOT analysis : it ' s time for a product recall , 2022 .

[23]  Gülçin Büyüközkan,et al.  A fuzzy-logic-based decision-making approach for new product development , 2004 .

[24]  Cengiz Kahraman,et al.  An Integrated Fuzzy Multi-Criteria Decision-Making Approach for Six Sigma Project , 2010, Int. J. Comput. Intell. Syst..

[25]  Ke Te Le Mei Ru He Deng Yi Marketing management: analysis. planning. implementation and control , 2000 .

[26]  T. Chu Selecting Plant Location via a Fuzzy TOPSIS Approach , 2002 .

[27]  T. H. Smith,et al.  Policy Formulation and Administration , 1952 .

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

[29]  Chen-Tung Chen,et al.  Extensions of the TOPSIS for group decision-making under fuzzy environment , 2000, Fuzzy Sets Syst..

[30]  Metin Dagdeviren,et al.  Using the analytic network process (ANP) in a SWOT analysis - A case study for a textile firm , 2007, Inf. Sci..

[31]  Keeheon Lee,et al.  Agent-based diffusion model for an automobile market with fuzzy TOPSIS-based product adoption process , 2011, Expert Syst. Appl..

[32]  Annika Kangas,et al.  Evaluating the management strategies of a forestland estate--the S-O-S approach. , 2003, Journal of environmental management.

[33]  Mikko Kurttila,et al.  Utilizing the analytic hierarchy process (AHP) in SWOT analysis — a hybrid method and its application to a forest-certification case ☆ , 2000 .

[34]  S. Chanas The use of parametric programming in fuzzy linear programming , 1983 .

[35]  Evangelos Triantaphyllou,et al.  Development and evaluation of five fuzzy multiattribute decision-making methods , 1996, Int. J. Approx. Reason..

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

[37]  Jafar Razmi,et al.  Supplier selection and order allocation based on fuzzy SWOT analysis and fuzzy linear programming , 2011, Expert Syst. Appl..

[38]  Cengiz Kahraman,et al.  Fuzzy performance evaluation in Turkish Banking Sector using Analytic Hierarchy Process and TOPSIS , 2009, Expert Syst. Appl..

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

[40]  Cengiz Kahraman,et al.  Fuzzy multi-criteria evaluation of industrial robotic systems , 2007, Comput. Ind. Eng..

[41]  Cengiz Kahraman,et al.  Fuzzy multicriteria disposal method and site selection for municipal solid waste. , 2010, Waste management.

[42]  Gwo-Hshiung Tzeng,et al.  A new fuzzy quantified SWOT procedure for environmental evaluation of transportation markets , 2009 .

[43]  Sherif Ali Mohtady Mohamed,et al.  Strategic implementation of IT/IS projects in construction , 2002 .

[44]  Ozcan Arslan,et al.  SWOT analysis for safer carriage of bulk liquid chemicals in tankers. , 2008, Journal of hazardous materials.

[45]  Susan K. Jacobson,et al.  Assessing the suitability of community-based management for the Nyungwe Forest Reserve, Rwanda , 2006 .

[46]  Amir Saman Kheirkhah,et al.  Developing Strategies to Reduce the Risk of Hazardous Materials Transportation in Iran Using the Method of Fuzzy SWOT Analysis , 2009 .

[47]  Lawrence V. Snyder,et al.  Facility location under uncertainty: a review , 2006 .

[48]  Mohammad Izadikhah,et al.  Extension of the TOPSIS method for decision-making problems with fuzzy data , 2006, Appl. Math. Comput..