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Contemporary optimization application through geographic information systems

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  • Murray, Alan T.

Abstract

The significance of optimization cannot be overstated. It is literally relied upon or responsible for much of what we see and do on a daily basis, with many service systems designed and managed to perform as best as possible. This review paper highlights the increased application of optimization through geographic information systems (GIS) to support management and decision making. A broad perception in management science and optimization circles is that GIS is merely a database system facilitating access to data, mapping and summary analysis. However, optimization is actually available through basic functionality in many GIS packages. This review identifies many of the optimization capabilities available in GIS, and is significant because there is a steady and growing trend of publication in academic and other outlets reporting application efforts that rely on GIS-based optimization. GIS usage is facilitated by user-friendly point-and-click access. This no doubt explains increased management planning involving GIS, making this review important for many reasons. Availability of optimization tools and techniques in GIS translates into use, often by individuals that likely do not understand the underlying models and methods. The growing significance of contemporary GIS software as a management and business analytic medium makes this a timely and important review topic, and suggests that increased interest in the capabilities provided in GIS is essential in order to ensure that optimization methods are appropriately and meaningfully applied in practice.

Suggested Citation

  • Murray, Alan T., 2021. "Contemporary optimization application through geographic information systems," Omega, Elsevier, vol. 99(C).
  • Handle: RePEc:eee:jomega:v:99:y:2021:i:c:s030504831930283x
    DOI: 10.1016/j.omega.2019.102176
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    as
    1. Adenso-Díaz, B. & Rodríguez, F., 1997. "A simple search heuristic for the MCLP: Application to the location of ambulance bases in a rural region," Omega, Elsevier, vol. 25(2), pages 181-187, April.
    2. André Trindade & Paula Teves-Costa & Cristina Catita, 2018. "A GIS-based analysis of constraints on pedestrian tsunami evacuation routes: Cascais case study (Portugal)," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 93(1), pages 169-185, September.
    3. Mulliner, Emma & Smallbone, Kieran & Maliene, Vida, 2013. "An assessment of sustainable housing affordability using a multiple criteria decision making method," Omega, Elsevier, vol. 41(2), pages 270-279.
    4. ReVelle, Charles & Murray, Alan T. & Serra, Daniel, 2007. "Location models for ceding market share and shrinking services," Omega, Elsevier, vol. 35(5), pages 533-540, October.
    5. Pinto, F.S. & Costa, A.S. & Figueira, J.R. & Marques, R.C., 2017. "The quality of service: An overall performance assessment for water utilities," Omega, Elsevier, vol. 69(C), pages 115-125.
    6. Constantine Toregas & Ralph Swain & Charles ReVelle & Lawrence Bergman, 1971. "The Location of Emergency Service Facilities," Operations Research, INFORMS, vol. 19(6), pages 1363-1373, October.
    7. Maria Scaparra & Richard Church & F. Medrano, 2014. "Corridor location: the multi-gateway shortest path model," Journal of Geographical Systems, Springer, vol. 16(3), pages 287-309, July.
    8. Grubesic, Tony H. & Matisziw, Timothy C. & Murray, Alan T., 2012. "Assessing geographic coverage of the essential air service program," Socio-Economic Planning Sciences, Elsevier, vol. 46(2), pages 124-135.
    9. Jack Elzinga & Donald W. Hearn, 1972. "Geometrical Solutions for Some Minimax Location Problems," Transportation Science, INFORMS, vol. 6(4), pages 379-394, November.
    10. Whittaker, Gerald & Färe, Rolf & Grosskopf, Shawna & Barnhart, Bradley & Bostian, Moriah & Mueller-Warrant, George & Griffith, Stephen, 2017. "Spatial targeting of agri-environmental policy using bilevel evolutionary optimization," Omega, Elsevier, vol. 66(PA), pages 15-27.
    11. Murray, Alan T. & Feng, Xin, 2016. "Public street lighting service standard assessment and achievement," Socio-Economic Planning Sciences, Elsevier, vol. 53(C), pages 14-22.
    12. Höhn, J. & Lehtonen, E. & Rasi, S. & Rintala, J., 2014. "A Geographical Information System (GIS) based methodology for determination of potential biomasses and sites for biogas plants in southern Finland," Applied Energy, Elsevier, vol. 113(C), pages 1-10.
    13. Thompson, Ethan & Wang, Qingbin & Li, Minghao, 2013. "Anaerobic digester systems (ADS) for multiple dairy farms: A GIS analysis for optimal site selection," Energy Policy, Elsevier, vol. 61(C), pages 114-124.
    14. Jeffrey D. Camm & Thomas E. Chorman & Franz A. Dill & James R. Evans & Dennis J. Sweeney & Glenn W. Wegryn, 1997. "Blending OR/MS, Judgment, and GIS: Restructuring P&G's Supply Chain," Interfaces, INFORMS, vol. 27(1), pages 128-142, February.
    15. Lowry, Michael B. & Furth, Peter & Hadden-Loh, Tracy, 2016. "Prioritizing new bicycle facilities to improve low-stress network connectivity," Transportation Research Part A: Policy and Practice, Elsevier, vol. 86(C), pages 124-140.
    16. Ramshani, Mohammad & Khojandi, Anahita & Li, Xueping & Omitaomu, Olufemi, 2020. "Optimal planning of the joint placement of photovoltaic panels and green roofs under climate change uncertainty," Omega, Elsevier, vol. 90(C).
    17. Bruno, Giuseppe & Diglio, Antonio & Piccolo, Carmela & Cannavacciuolo, Lorella, 2019. "Territorial reorganization of regional blood management systems: Evidences from an Italian case study," Omega, Elsevier, vol. 89(C), pages 54-70.
    18. Mishra, Sushreeta & Sahu, Prasanta K. & Sarkar, Ashoke K. & Mehran, Babak & Sharma, Satish, 2019. "Geo-spatial site suitability analysis for development of health care units in rural India: Effects on habitation accessibility, facility utilization and zonal equity in facility distribution," Journal of Transport Geography, Elsevier, vol. 78(C), pages 135-149.
    19. Plastria, Frank, 2016. "How bad can the centroid be?," European Journal of Operational Research, Elsevier, vol. 252(1), pages 98-102.
    20. Paul, Nicholas R. & Lunday, Brian J. & Nurre, Sarah G., 2017. "A multiobjective, maximal conditional covering location problem applied to the relocation of hierarchical emergency response facilities," Omega, Elsevier, vol. 66(PA), pages 147-158.
    21. Brian Kent & B. Bruce Bare & Richard C. Field & Gordon A. Bradley, 1991. "Natural Resource Land Management Planning Using Large-Scale Linear Programs: The USDA Forest Service Experience with FORPLAN," Operations Research, INFORMS, vol. 39(1), pages 13-27, February.
    22. Park, Chung & Sohn, So Young, 2017. "An optimization approach for the placement of bicycle-sharing stations to reduce short car trips: An application to the city of Seoul," Transportation Research Part A: Policy and Practice, Elsevier, vol. 105(C), pages 154-166.
    23. Richard Church & Charles R. Velle, 1974. "The Maximal Covering Location Problem," Papers in Regional Science, Wiley Blackwell, vol. 32(1), pages 101-118, January.
    24. Bell, John E. & Griffis, Stanley E. & Cunningham III, William A. & Eberlan, Jon A., 2011. "Location optimization of strategic alert sites for homeland defense," Omega, Elsevier, vol. 39(2), pages 151-158, April.
    25. Overholts II, Dale L. & Bell, John E. & Arostegui, Marvin A., 2009. "A location analysis approach for military maintenance scheduling with geographically dispersed service areas," Omega, Elsevier, vol. 37(4), pages 838-852, August.
    26. Giuseppe Bruno & Ioannis Giannikos, 2015. "Location and GIS," Springer Books, in: Gilbert Laporte & Stefan Nickel & Francisco Saldanha da Gama (ed.), Location Science, edition 127, chapter 0, pages 509-536, Springer.
    27. Chen, Yuh-Wen & Wang, Chi-Hwang & Lin, Sain-Ju, 2008. "A multi-objective geographic information system for route selection of nuclear waste transport," Omega, Elsevier, vol. 36(3), pages 363-372, June.
    28. B Dominguez-Ballesteros & G Mitra & C Lucas & N-S Koutsoukis, 2002. "Modelling and solving environments for mathematical programming (MP): a status review and new directions," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 53(10), pages 1072-1092, October.
    29. Kuip, C. A. C., 1993. "Algebraic languages for mathematical programming," European Journal of Operational Research, Elsevier, vol. 67(1), pages 25-51, May.
    30. Yazar, Başak & Arslan, Okan & Karaşan, Oya Ekin & Kara, Bahar Y., 2016. "Fiber optical network design problems: A case for Turkey," Omega, Elsevier, vol. 63(C), pages 23-40.
    31. Gleason, John M., 1975. "A set covering approach to bus stop location," Omega, Elsevier, vol. 3(5), pages 605-608, October.
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