The Combination of Expert Judgment and GIS-MAIRCA Analysis for the Selection of Sites for Ammunition Depots

This paper suggests spatial multi-criteria model in order to assist decision makers in the selection of sites which are suitable for ammunition depots (AD). They represent military facilities which have more criteria that need to be matched than civil structures. The proposed model is based on combined use of Geographic information systems (GIS) and multi-criteria techniques. The model application is presented in the case study of Carpathian region, the Eastern part of Serbia. The model deals with nine restrictions and six evaluation criteria. Decision Making Trial and Evaluation Laboratory—Analytic Network Process (DEMATEL-ANP) multi-criteria techniques are used to determine weight coefficients of evaluation criteria. Along with the above mentioned methods, this paper introduces a new technique for the multi-criteria decision making—MAIRCA (MultiAttributive Ideal-Real Comparative Analysis) method. The MAIRCA method is used for the ranking and selection of suitable locations. The results have shown that 45 km 2 of the Carpathian region is very suitable for ammunition depot construction. The MAIRCA method chose location L1 as the most appropriate. Sensitivity analysis shows that the model is capable of identifying a suitable ammunition depot location. This approach can be helpful in determining suitable ammunition depot locations in other regions with similar geographic conditions and can also be successfully used for the suitability assessment of existing ammunition depots.

[1]  G. Tzeng,et al.  Marketing strategy based on customer behaviour for the LCD-TV , 2006 .

[2]  Wei-Wen Wu,et al.  Developing global managers' competencies using the fuzzy DEMATEL method , 2007, Expert Syst. Appl..

[3]  Kang-Tsung Chang,et al.  Introduction to Geographic Information Systems , 2001 .

[4]  M. Nyeko GIS and Multi-Criteria Decision Analysis for Land Use Resource Planning , 2012 .

[5]  John E. Bell A Simulated Annealing Approach for the Composite Facility Location and Resource Allocation Problem: A Study of Strategic Positioning of US Air Force Munitions , 2003 .

[6]  Shu Jian-sheng AHP for Selecting Missle Launch Position , 2002 .

[7]  Füsun Ülengin,et al.  An evolutionary multi-objective optimization approach to disaster waste management: A case study of Istanbul, Turkey , 2015, Expert Syst. Appl..

[8]  Madjid Tavana,et al.  A multicriteria spatial decision support system for solving emergency service station location problems , 2015, Int. J. Geogr. Inf. Sci..

[9]  Mohammad Ataei,et al.  Using fuzzy TOPSIS method for mineral processing plant site selection , 2012, Arabian Journal of Geosciences.

[10]  Jurgita Barysienė,et al.  A multi-criteria evaluation of container terminal technologies applying the COPRAS-G method , 2012 .

[11]  Juan Miguel Sánchez-Lozano,et al.  Geographical Information Systems (GIS) and Multi-Criteria Decision Making (MCDM) methods for the evaluation of solar farms locations: Case study in south-eastern Spain , 2013 .

[12]  Dragan Pamucar,et al.  The selection of transport and handling resources in logistics centers using Multi-Attributive Border Approximation area Comparison (MABAC) , 2015, Expert Syst. Appl..

[13]  Jacek Malczewski,et al.  GIS‐based multicriteria decision analysis: a survey of the literature , 2006, Int. J. Geogr. Inf. Sci..

[14]  Eastman J. Ronald,et al.  RASTER PROCEDURES FOR MULTI-CRITERIA/MULTI-OBJECTIVE DECISIONS , 1995 .

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

[16]  Nasrin Asgari,et al.  Multiple criteria facility location problems: A survey , 2010 .

[17]  Yuan Shan-zeng Study on Position Selection for Air Defense Group Based on Improved AHP and Set Pair Analysis , 2008 .

[18]  Roe Goodman,et al.  Introduction to stochastic models , 1987 .

[19]  H. R. Pourkhabbaz,et al.  Suitability analysis for determining potential agricultural land use by the Multi-Criteria Decision Making Models SAW and VIKOR-AHP (case study: Takestan-Qazvin Plain). , 2014 .

[20]  Turan Erden,et al.  Multi-criteria site selection for fire services: the interaction with analytic hierarchy process and geographic information systems , 2010 .

[21]  Cai Wei-min Position Selection of Ground-to-air Missile based on Fuzzy Synthetical Evaluation , 2007 .

[22]  I. Miller Probability, Random Variables, and Stochastic Processes , 1966 .

[23]  Gwo-Hshiung Tzeng,et al.  A Novel Hybrid MCDM Model Combined with DEMATEL and ANP with Applications , 2008 .

[24]  Chen Si-yun Factors and a Method of Selecting a Site for a Logistical Centre , 2006 .

[25]  Zhenbo Wang,et al.  GIS Based Measurement and Regulatory Zoning of Urban Ecological Vulnerability , 2015 .

[26]  A. R. Mahmud,et al.  Spatial modelling of site suitability assessment for hospitals using geographical information system-based multicriteria approach at Qazvin city, Iran , 2014 .

[27]  Tsu-Ming Yeh,et al.  Factors in determining wind farm location: Integrating GQM, fuzzy DEMATEL, and ANP , 2014 .

[28]  Gwo-Hshiung Tzeng,et al.  Airline safety measurement using a hybrid model , 2007 .

[29]  Oswald Marinoni,et al.  A discussion on the computational limitations of outranking methods for land‐use suitability assessment , 2006, Int. J. Geogr. Inf. Sci..

[30]  Peide Liu,et al.  The Evaluation Study on Location Selection of Logistics Center Based on Fuzzy AHP and TOPSIS , 2007, 2007 International Conference on Wireless Communications, Networking and Mobile Computing.

[31]  Gülçin Büyüközkan,et al.  A novel hybrid MCDM approach based on fuzzy DEMATEL, fuzzy ANP and fuzzy TOPSIS to evaluate green suppliers , 2012, Expert Syst. Appl..

[32]  Yuan Tao Fuzzy Synthetic Evaluation of the Ground to Air Missile Position Selection , 2007 .

[33]  Reza Arabsheibani,et al.  Land suitability assessment for locating industrial parks: a hybrid multi criteria decision‐making approach using Geographical Information System , 2016 .

[34]  Tamás Rapcsák,et al.  On sensitivity analysis for a class of decision systems , 1996, Decis. Support Syst..

[35]  An Jing Optimum Select of Ground to Air Missile Position Based on Consistent Triangular Fuzzy Number Complementary Judgment Matrix , 2006 .

[36]  Daniel P. Johnstone Modeling the Pre-Positioning of Air Force Precision Guided Munitions , 2012 .

[37]  Edmundas Kazimieras Zavadskas,et al.  Ranking Heating Losses in a Building by Applying the MULTIMOORA , 2010 .

[38]  Edmundas Kazimieras Zavadskas,et al.  Greenhouse locating based on ANP-COPRAS-G methods – an empirical study based on Iran , 2012 .

[39]  Gwo-Hshiung Tzeng,et al.  A value-created system of science (technology) park by using DEMATEL , 2009, Expert Syst. Appl..

[40]  C. Chung,et al.  Accounting for uncertainty factors in biodiversity impact assessment: lessons from a case study , 2003 .

[41]  Ni-Bin Chang,et al.  Combining GIS with fuzzy multicriteria decision-making for landfill siting in a fast-growing urban region. , 2008, Journal of environmental management.

[42]  Gwo-Hshiung Tzeng,et al.  An integrated MCDM technique combined with DEMATEL for a novel cluster-weighted with ANP method , 2011, Expert Syst. Appl..

[43]  Doraid M. Dalalah,et al.  A fuzzy multi-criteria decision making model for supplier selection , 2011, Expert Syst. Appl..

[44]  Gwo-Hshiung Tzeng,et al.  Brand marketing for creating brand value based on a MCDM model combining DEMATEL with ANP and VIKOR methods , 2012, Expert Syst. Appl..

[45]  Hamit Erdal,et al.  A Comparative Assesment of Facility Location Problem via fuzzy TOPSIS and fuzzy VIKOR: A Case Study on Security Services , 2015 .

[46]  Davide Astiaso Garcia,et al.  Methodological Proposal for Optimal Location of Emergency Operation Centers through Multi-Criteria Approach , 2016 .

[47]  Tahery Marziye,et al.  MULTI CRITERIA DECISION MAKING BASED ON DEMATEL AND ANP TECHNIQUES TO SELECT THE OPTIMUM LOCATION FOR CEMETERIES, ISFAHAN CITY, IRAN , 2014 .

[48]  Gwo-Hshiung Tzeng,et al.  Evaluating intertwined effects in e-learning programs: A novel hybrid MCDM model based on factor analysis and DEMATEL , 2007, Expert Syst. Appl..

[49]  Davide Geneletti,et al.  Integrating Stakeholder Preferences and GIS-Based Multicriteria Analysis to Identify Forest Landscape Restoration Priorities , 2014 .