A multicriteria spatial decision support system for solving emergency service station location problems

Earthquakes occurring in urban areas constitute an important concern for emergency management and rescue services. Emergency service location problems may be formulated in discrete space or by restricting the potential location(s) to a specified finite set of points in continuous space. We propose a Multicriteria Spatial Decision Support System to identify shelters and emergency service locations in urban evacuation planning. The proposed system has emerged as an integration of the geographical information systems (GIS) and the multicriteria Decision-Making method of Preference Ranking Organization Method for Enrichment Evaluation IV (PROMETHEE IV). This system incorporates multiple and often conflicting criteria and decision-makers’ preferences into a spatial decision model. We consider three standard structural attributes (i.e., durability density, population density, and oldness density) in the form of spatial maps to determine the zones most vulnerable to an earthquake. The information on these spatial maps is then entered into the ArcGIS software to define the relevant scores for each point with regards to the aforementioned attributes. These scores will be used to compute the preference functions in PROMETHEE IV, whose net flow outranking for each alternative will be inputted in ArcGIS to determine the zones that are most vulnerable to an earthquake. The final scores obtained are integrated into a mathematical programming model designed to find the most suitable locations for the construction of emergency service stations. We demonstrate the applicability of the proposed method and the efficacy of the procedures and algorithms in an earthquake emergency service station planning case study in the city of Tehran.

[1]  Bertrand Mareschal,et al.  The PROMETHEE-GAIA decision support system for multicriteria investigations , 1994 .

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

[3]  Salem Chakhar,et al.  Multicriteria Spatial Decision Support Systems , 2017, Encyclopedia of GIS.

[4]  P. Vincke,et al.  Note-A Preference Ranking Organisation Method: The PROMETHEE Method for Multiple Criteria Decision-Making , 1985 .

[5]  Bertrand Mareschal,et al.  The PROMETHEE VI procedure: how to differentiate hard from soft multicriteria problems , 1995 .

[6]  Matthias Ehrgott,et al.  Multiple criteria decision analysis: state of the art surveys , 2005 .

[7]  Marc Goetschalckx,et al.  A stochastic programming approach for supply chain network design under uncertainty , 2004, Eur. J. Oper. Res..

[8]  Tsung-Yu Chou,et al.  A fuzzy multi-criteria decision model for international tourist hotels location selection , 2008 .

[9]  Jacek Malczewski,et al.  GIS and Multicriteria Decision Analysis , 1999 .

[10]  Kamran Shahanaghi,et al.  A new method for location selection: A hybrid analysis , 2008, Appl. Math. Comput..

[11]  Bertrand Mareschal,et al.  Prométhée: a new family of outranking methods in multicriteria analysis , 1984 .

[12]  Bart Muys,et al.  Comparing multiple criteria decision methods to extend a geographical information system on afforestation , 2005 .

[13]  R. Suárez-Vega,et al.  A multi-criteria GIS based procedure to solve a network competitive location problem , 2011 .

[14]  Mark S. Daskin,et al.  Stochastic p-robust location problems , 2006 .

[15]  Grit Walther,et al.  Evaluation of sites for the location of WEEE recycling plants in Spain. , 2008, Waste management.

[16]  B. Mareschal,et al.  Nuclear waste management: An application of the multicriteria PROMETHEE methods , 1990 .

[17]  Bertrand Mareschal,et al.  The GDSS PROMETHEE procedure: a PROMETHEE-GAIA based procedure for group decision support , 1998 .

[18]  Josip Petraš,et al.  Ranking the Sites for Low‐ and Intermediate‐Level Radioactive Waste Disposal Facilities in Croatia , 1997 .

[19]  Abdelkader Mendas,et al.  Integration of MultiCriteria Decision Analysis in GIS to develop land suitability for agriculture: Application to durum wheat cultivation in the region of Mleta in Algeria , 2012 .

[20]  Luís Santos,et al.  A Multiobjective Approach to Locate Emergency Shelters and Identify Evacuation Routes in Urban Areas , 2009 .

[21]  Oswald Marinoni,et al.  Implementation of the analytical hierarchy process with VBA in ArcGIS , 2004, Comput. Geosci..

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

[23]  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.

[24]  Ainon Nisa Othman,et al.  GIS Based Multi-Criteria Decision Making for Landslide Hazard Zonation , 2012 .

[25]  Rachel A. Davidson,et al.  Bilevel Optimization for Integrated Shelter Location Analysis and Transportation Planning for Hurricane Events , 2011 .

[26]  Guangming Zeng,et al.  THE INTEGRATED ECO ENVIRONMENT ASSESSMENT OF THE RED SOIL HILLY REGION BASED ON GIS-A CASE STUDY IN CHANGSHA CITY, CHINA , 2007 .

[27]  Jeffrey P. Osleeb,et al.  An Equity Model for Locating Environmentally Hazardous Facilities , 2010 .

[28]  J. Tarhouni,et al.  GIS-based multi-criteria analysis for potential wastewater aquifer recharge sites , 2007 .

[29]  Mark S. Daskin,et al.  α-reliable p-minimax regret: a new model for strategic facility location modeling , 1997 .

[30]  Dimitrios Komilis,et al.  A methodology to optimally site and design municipal solid waste transfer stations using binary programming , 2012 .

[31]  Bertrand Mareschal,et al.  The PROMCALC & GAIA decision support system for multicriteria decision aid , 1994, Decis. Support Syst..

[32]  Reza Baradaran Kazemzadeh,et al.  PROMETHEE: A comprehensive literature review on methodologies and applications , 2010, Eur. J. Oper. Res..

[33]  Madjid Tavana,et al.  A PROMETHEE-GDSS for oil and gas pipeline planning in the Caspian Sea basin , 2013 .

[34]  Jean Pierre Brans,et al.  A PREFERENCE RANKING ORGANIZATION METHOD , 1985 .

[35]  K P Anagnostopoulos,et al.  Suitability analysis for siting MSW landfills and its multicriteria spatial decision support system: method, implementation and case study. , 2013, Waste management.

[36]  Mariano Jiménez,et al.  PROMETHEE: an extension through fuzzy mathematical programming , 2005, J. Oper. Res. Soc..

[37]  João C. N. Clímaco,et al.  A DSS for bicriteria location problems , 2014, Decis. Support Syst..

[38]  S. Jellali,et al.  Ranking suitable sites for irrigation with reclaimed water in the Nabeul-Hammamet region (Tunisia) using GIS and AHP-multicriteria decision analysis , 2012 .

[39]  C. Ayday,et al.  Preparation of a geotechnical microzonation model using Geographical Information Systems based on Multicriteria Decision Analysis , 2006 .

[40]  Abdelkader Mendas,et al.  Water impoundment location. Approach using GIS and multicriteria decision making , 2010, Rev. Int. Géomatique.

[41]  Rida Al-Adamat,et al.  Combining GIS with multicriteria decision making for siting water harvesting ponds in Northern Jordan. , 2010 .

[42]  Ch Achillas,et al.  Decision support system for the optimal location of electrical and electronic waste treatment plants: a case study in greece. , 2010, Waste management.

[43]  Franziska Abend,et al.  Facility Location Concepts Models Algorithms And Case Studies , 2016 .

[44]  J. Martel,et al.  Enhancing Geographical Information Systems Capabilities with Multi-Criteria Evaluation Functions , 2003 .

[45]  Peijun Guo,et al.  Fuzzy data envelopment analysis and its application to location problems , 2009, Inf. Sci..

[46]  Jianyu Chu,et al.  The Application of TOPSIS Method in Selecting Fixed Seismic Shelter for Evacuation in Cities , 2012 .

[47]  Makram Anane,et al.  Ranking suitable sites for Soil Aquifer Treatment in Jerba Island (Tunisia) using remote sensing, GIS and AHP-multicriteria decision analysis , 2008 .

[48]  Jacek Malczewski,et al.  Multicriteria spatial allocation of educational resources: an overview , 2000 .

[49]  Usha Natesan,et al.  GIS-based approach for optimized siting of municipal solid waste landfill. , 2008, Waste management.

[50]  Jean Pierre Brans,et al.  PROMETHEE V: MCDM problems with segmentation constraints , 1992 .

[51]  Jacek Malczewski,et al.  GIS-based land-use suitability analysis: a critical overview , 2004 .

[52]  Aleksandar Rikalovic,et al.  GIS Based Multi-Criteria Analysis for Industrial Site Selection , 2014 .

[53]  Adam Chandler,et al.  Distributing non-MARC metadata: the CUGIR metadata sharing project , 2002 .

[54]  Heng Li,et al.  A GIS approach to shopping mall location selection , 2007 .

[55]  Adel Azar,et al.  Prioritizing the strategies and methods of treated wastewater reusing by fuzzy analytic hierarchy process (FAHP): A case study , 2007 .