The Applying ISM/FANP Approach for Appropriate Location Selection of Health Centers

The main purpose of this paper is to present a fuzzy multi-criteria decision making (FMADM) model for appropriate location selection of a health center. Therefore, we identify sixteen criteria and sub-criteria for selecting a health center location. These criteria and sub-criteria have been obtained from literature reviews and practical interviews. This paper proposes a method which combines the methods of the interpretive structural modeling (ISM) and the fuzzy analytic network process (FANP) procedures to deal with the problem of the sub-systems interdependence and feedback. Also the methods of fuzzy set theory, fuzzy analytic hierarchy process and fuzzy analytical network process are used to combine decision-makers’ assessments about criteria weightings. Finally, an empirical study for the location selection of a health center in Ramsar is conducted to demonstrate the computational process and effectiveness of FMADM proposed by this paper.

[1]  R. P. Mohanty,et al.  A fuzzy ANP-based approach to R&D project selection: A case study , 2005 .

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

[3]  Wendell Bell,et al.  Location and Space-Economy. , 1957 .

[4]  Amit Mitra,et al.  A multiple criteria approach to the location-allocation problem , 1986 .

[5]  Ali Fuat Guneri,et al.  A fuzzy ANP approach to shipyard location selection , 2009, Expert Syst. Appl..

[6]  Chin-Tsai Lin,et al.  Development of an expert selection system to choose ideal cities for medical service ventures , 2009, Expert Syst. Appl..

[7]  Gülfem Tuzkaya,et al.  An analytic network process approach for locating undesirable facilities: an example from Istanbul, Turkey. , 2008, Journal of environmental management.

[8]  Chin-Tsai Lin,et al.  Integrated environmental assessment of the location selection with fuzzy analytical network process , 2009 .

[9]  Chin-Tsai Lin,et al.  Optimal Selection of Location for Taiwanese Hospitals to Ensure a Competitive Advantage by Using the Analytic Hierarchy Process and Sensitivity Analysis , 2007 .

[10]  M. Greenhut,et al.  Location and Space Economy , 1958 .

[11]  Ran Bi,et al.  Application of fuzzy ANP in production line selection evaluation indices system in ERP , 2008, 2008 IEEE International Conference on Automation and Logistics.

[12]  A Bhattacharya,et al.  A NEW METHOD FOR FACILITY LOCATION SELECTION: A HOLISTIC APPROACH , 2004 .

[13]  Gülçin Büyüközkan,et al.  A fuzzy optimization model for QFD planning process using analytic network approach , 2006, Eur. J. Oper. Res..

[14]  Rifat Gürcan Özdemir,et al.  A hybrid approach to concept selection through fuzzy analytic network process , 2009, Comput. Ind. Eng..

[15]  S. L. Hakimi,et al.  Optimum Locations of Switching Centers and the Absolute Centers and Medians of a Graph , 1964 .

[16]  Pei-Ju Wu,et al.  A hybrid fuzzy integral decision-making model for locating manufacturing centers in China: A case study , 2010, Eur. J. Oper. Res..

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

[18]  Li Xue-wei,et al.  University-Industry Alliance Partner Selection Method Based on ISM and ANP , 2006, 2006 International Conference on Management Science and Engineering.

[19]  M. Brandeau,et al.  An overview of representative problems in location research , 1989 .

[20]  Stephen Kahne,et al.  A procedure for optimizing development decisions , 1973, at - Automatisierungstechnik.

[21]  Gilbert Laporte,et al.  The capacity and distance constrained plant location problem , 2009, Comput. Oper. Res..

[22]  H. Hotelling Stability in Competition , 1929 .

[23]  Chin-Tsai Lin,et al.  Optimizing a marketing expert decision process for the private hotel , 2009, Expert Syst. Appl..

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

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

[26]  D. F. Gibson,et al.  A Quantified Model for Facility Site Selection-Application to a Multiplant Location Problem , 1972 .

[27]  Shuo-Yan Chou,et al.  A fuzzy simple additive weighting system under group decision-making for facility location selection with objective/subjective attributes , 2008, Eur. J. Oper. Res..