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공유창고 신규 입지선정을 위한 평가기준 도출 및 의사결정 분석

Development of Evaluation Criteria and Analysis for Selecting New Location of Self Storage

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키워드

주제분류경영학

초록

This study proposes an integrated model that combines literature research, Delphi method, and multi-criteria decision making method to solve the self-storage facility location selection problem. Through the three round of the Delphi method, experts’ opinions were integrated and consensus was reached, and as a result, seven location evaluation criteria were derived. In addition, evaluation analysis using TOPSIS was performed under group decisions, where the ratings of various alternative locations under different attributes and the importance weights of all attributes are assessed in linguistic values represented by fuzzy numbers. The concepts of objective weight and subjective weight were used at the same time, and additional analysis was performed to confirm the influence of these weights on the results.

Abstract

This study proposes an integrated model that combines literature research, Delphi method, and multi-criteria decision making method to solve the self-storage facility location selection problem. Through the three round of the Delphi method, experts’ opinions were integrated and consensus was reached, and as a result, seven location evaluation criteria were derived. In addition, evaluation analysis using TOPSIS was performed under group decisions, where the ratings of various alternative locations under different attributes and the importance weights of all attributes are assessed in linguistic values represented by fuzzy numbers. The concepts of objective weight and subjective weight were used at the same time, and additional analysis was performed to confirm the influence of these weights on the results.

참고문헌 (73)

  1. 나준호, "중국 자유무역시험구의 물류경쟁력 분석 : Entropy-TOPSIS의 적용", 로지스틱스연구, 28(6), pp.85~100 (2020), 한국로지스틱스학회[DOI]
  2. 박진희, "전자상거래 환경을 고려한 위계별 물류시설의 최적 입지 선정에 관한 연구 - 예측배송시스템 관점에서 -", 로지스틱스연구, 24(4), pp.41~58 (2016), 한국로지스틱스학회[DOI]
  3. 윤관호, "영남권 물류센터 입지 선정 최적화에 관한 연구- 프랜차이즈 A社 사례를 중심으로 -", 로지스틱스연구, 25(2), pp.43~55 (2017), 한국로지스틱스학회[DOI]
  4. 이다예, "국내 수도권 임대 물류센터 입지여건 분석", 로지스틱스연구, 23(4), pp.101~113 (2015), 한국로지스틱스학회[DOI]
  5. 이은용, "AHP를 이용한 중소형 커피프랜차이즈 가맹점 입지결정요인에 관한 연구", 관광레저연구, 27(11), pp.327~342 (2015), (사)한국관광레저학회
  6. 진무위, "지역물류단지 최적 입지선정을 위한 방법론 연구", 로지스틱스연구, 25(4), pp.95~106 (2017), 한국로지스틱스학회[DOI]
  7. Aguezzoul, A., "Third-party logistics selection problem : A literature review on criteria and methods", Omega, 49, pp.69~78 (2014)
  8. Alberto, P., "The logistics of industrial location decisions : An application of the analytic hierarchy process methodology", International Journal of Logistics, 3(3), pp.273~289 (2000)
  9. Ashrafzadeh, M., "Application of fuzzy TOPSIS method for the selection of Warehouse Location : A Case Study", Interdisciplinary Journal of Contemporary Research in Business, 3(9), pp.655~671 (2012)
  10. Awasthi, A., "A multi-criteria decision making approach for location planning for urban distribution centers under uncertainty", Mathematical and Computer Modelling, 53(1-2), pp.98~109 (2011)
  11. Badri, M. A., "Combining the analytic hierarchy process and goal programming for global facility location-allocation problem", International Journal of Production Economics, 62(3), pp.237~248 (1999)
  12. Bhatia, M. S., "Appropriate location for remanufacturing plant towards sustainable supply chain", Annals of Operations Research, pp.1~22 (2019)
  13. Bojadziev, G., "Fuzzy sets, fuzzy logic, applications (Vol. 5)" (1995), World Scientific
  14. Burnaz, S., "A multiple‐criteria decision‐making approach for the evaluation of retail location", Journal of Multi‐Criteria Decision Analysis, 14(1‐3), pp.67~76 (2006)
  15. Cavallaro, F., "Fuzzy TOPSIS approach for assessing thermal-energy storage in concentrated solar power(CSP)systems", Applied Energy, 87(2), pp.496~503 (2010)
  16. Çebi, F., "Multi-criteria and multistage facility location selection under interval type-2fuzzy environment : a case study for a cement factory", International Journal of Computational Intelligence Systems, 8(2), pp.330~344 (2015)
  17. Chan, F. T., "Maintenance policy selection in manufacturing firms using the fuzzy MCDM approach", International Journal of Production Research, 50(23), pp.7044~7056 (2012)
  18. Chang, P. T., "The fuzzy Delphi method via fuzzy statistics and membership function fitting and an application to the human resources", Fuzzy Sets and Systems, 112(3), pp.511~520 (2000)
  19. Chen, C. T., "Extensions of the TOPSIS for group decision-making under fuzzy environment", Fuzzy Sets and Systems, 114(1), pp.1~9 (2000)
  20. Chen, L., "Designing the price controller for the dynamic pricing of self-storage", International Journal of Production Research, 57(9), pp.2656~2674 (2019)
  21. Cheng, E. W., "The analytic network process(ANP)approach to location selection : a shopping mall illustration", Construction Innovation, 5(2), pp.83~98 (2005)
  22. Chou, W. C., "A hybrid fuzzy MCDM approach for evaluating website quality of professional accounting firms", Expert Systems with Applications, 39(3), pp.2783~2793 (2012)
  23. Chu, T. C., "Selecting plant location via a fuzzy TOPSIS approach", The International Journal of Advanced Manufacturing Technology, 20(11), pp.859~864 (2002)
  24. Cinar, N., "A decision support model for bank branch location selection", International Journal of Human and Social Sciences, 5(13), pp.846~851 (2010)
  25. Doerner, K. F., "Multi-criteria location planning for public facilities in tsunami-prone coastal areas", OR Spectrum, 31(3), pp.651~678 (2009)
  26. Dalkey, N., "An experimental application of the Delphi method to the use of experts", Management Science, 9(3), pp.458~467 (1963)
  27. Demirel, T., "Multi-criteria warehouse location selection using Choquet integral", Expert Systems with Applications, 37(5), pp.3943~3952 (2010)
  28. Deng, H., "Intercompany comparison using modified TOPSIS with objective weights", Computers & Operations Research, 27(10), pp.963~973 (2000)
  29. Dey, B., "Warehouse location selection by fuzzy multi-criteria decision making methodologies based on subjective and objective criteria", International Journal of Management Science and Engineering Management, 11(4), pp.262~278 (2016)
  30. Ehrgott, M., "Multicriteria optimization (Vol. 491)" (2005), Springer
  31. English, J. M., "The prediction of air travel and aircraft technology to the year 2000using the Delphi method", Transportation Research, 10(1), pp.1~8 (1976)
  32. Erkut, E., "A multicriteria facility location model for municipal solid waste management in North Greece", European Journal of Operational Research, 187(3), pp.1402~1421 (2008)
  33. Farahani, R. Z., "Multiple criteria facility location problems : A survey", Applied Mathematical Modelling, 34(7), pp.1689~1709 (2010)
  34. "FEDESSA European Self Storage Annual Survey 2018" (2018)[URL]
  35. Gligoric, Z., "Shaft location selection at deep multiple orebody deposit by using fuzzy TOPSIS method and network optimization", Expert Systems with Applications, 37(2), pp.1408~1418 (2010)
  36. Gong, Y., "Increasing the Revenue of Self-Storage Warehouses by Facility Design", Production and Operations Management, 22(3), pp.555~570 (2013)
  37. Green, H., "Assessing the environmental impact of tourism development : use of the Delphi technique", Tourism Management, 11(2), pp.111~120 (1990)
  38. Heiko, A., "Consensus measurement in Delphi studies : review and implications for future quality assurance", Technological Forecasting and Social Change, 79(8), pp.1525~1536 (2012)
  39. Hwang, C. L., "Multiple attribute decision making", pp.58~191 (1981), Springer
  40. Karsak, E. E., "An integrated fuzzy MCDM approach for supplier evaluation and selection", Computers & Industrial Engineering, 82, pp.82~93 (2015)
  41. Kuo, M. S., "A novel interval-valued fuzzy MCDM method for improving airlines’ service quality in Chinese cross-strait airlines", Transportation Research Part E : Logistics and Transportation Review, 47(6), pp.1177~1193 (2011)
  42. Kuo, R. J., "A decision support system for selecting convenience store location through integration of fuzzy AHP and artificial neural network", Computers in Industry, 47(2), pp.199~214 (2002)
  43. Lawshe, C. H., "A quantitative approach to content validity", Personnel Psychology, 28(4), pp.563~575 (1975)
  44. Lee, Y., "Spatial adjustment of retail activity : A spatial analysis of supermarkets in metropolitan Denver, 1960-1980", Journal of Regional Analysis and Policy, 12(2), pp.62~76 (1982)
  45. Liu, H. T., "Product design and selection using fuzzy QFD and fuzzy MCDM approaches", Applied Mathematical Modelling, 35(1), pp.482~496 (2011)
  46. Linstone, H. A., "The delphi method", pp.3~12 (1975), Addison-Wesley
  47. MacCarthy, B. L., "Factors affecting location decisions in international operationsa Delphi study", International Journal of Operations &Production Management, 23(7), pp.794~818 (2003)
  48. Min, H., "The relocation of a hybrid manufacturing", distribution facility from supply chain perspectives : a case study, 1999, pp.27(1), 75~85
  49. "Mordor Intelligence" (2019)[URL]
  50. "Neighbor" (2020)[URL]
  51. Okoli, C., "The Delphi method as a research tool : an example, design considerations and applications", Information & Management, 42(1), pp.15~29 (2004)
  52. Ordway, N., "Developing a visibility index to classify shopping centers", The Appraisal Journal, 56(2), pp.233~ (1988)
  53. Özcan, T., "Comparative analysis of multi-criteria decision making methodologies and implementation of a warehouse location selection problem", Expert Systems with Applications, 38(8), pp.9773~9779 (2011)
  54. Park, K., "An exploratory study to identify the site selection factors for US franchise restaurants", Journal of Foodservice Business Research, 8(1), pp.97~114 (2006)
  55. Powers, T., "Marketing hospitality (No. Ed. 2)" (1997), John Wiley and Sons
  56. Rao, C., "Location selection of city logistics centers under sustainability", Transportation Research Part D : Transport and Environment, 36, pp.29~44 (2015)
  57. Self Storage Association, "Self Storage Association Fact Sheet" (2015), Self Storage Association
  58. Shannon, C. E., "A mathematical theory of communication", ACM SIGMOBILE Mobile Computing and Communications Review, 5(1), pp.3~55 (2001)
  59. Sharma, D. P., "Analytical search of problems and prospects of power sector through Delphi study : case study of Kerala State, India", Energy Policy, 31(12), pp.1245~1255 (2003)
  60. Shemshadi, A., "A fuzzy VIKOR method for supplier selection based on entropy measure for objective weighting", Expert Systems with Applications, 38(10), pp.12160~12167 (2011)
  61. Simchi-Levi, D., "Designing and managing the supply chain: concepts, strategies and case studies" (2008), McGraw-Hill Education
  62. Skulmoski, G. J., "The Delphi method for graduate research", Journal of Information Technology Education : Research, 6(1), pp.1~21 (2007)
  63. Steurer, J., "The Delphi method : an efficient procedure to generate knowledge", Skeletal Radiology, 40(8), pp.959~961 (2011)
  64. Tzeng, G. H., "Multicriteria selection for a restaurant location in Taipei", International Journal of Hospitality Management, 21(2), pp.171~187 (2002)
  65. Yong, D., "Plant location selection based on fuzzy TOPSIS", The International Journal of Advanced Manufacturing Technology, 28(7-8), pp.839~844 (2006)
  66. Zadeh, L. A., "Fuzzy sets", Information and Control, 8(3), pp.338~353 (1965)
  67. Zavadskas, E. K., "Multiple criteria decision making(MCDM)methods in economics : an overview", Technological and Economic Development of Economy, 17(2), pp.397~427 (2011)
  68. Zavadskas, E. K., "State of art surveys of overviews on MCDM", MADM methods, 2014, pp.20(1), 165~179
  69. Zhang, X., "Increasing the revenue of self-storage warehouses by optimizing order scheduling", European Journal of Operational Research, 252(1), pp.69~78 (2016)
  70. Zhao, R., "Algebraic characteristics of extended fuzzy numbers", Information Sciences, 54(1-2), pp.103~130 (1991)
  71. Zhao, H., "Selecting green supplier of thermal power equipment by using a hybrid MCDM method for sustainability", Sustainability, 6(1), pp.217~235 (2014)
  72. Zhou, S., "Designing self-storage warehouses with customer choice", International Journal of Production Research, 54(10), pp.3080~3104 (2016)
  73. Zyoud, S. H., "A bibliometricbased survey on AHP and TOPSIS techniques", Expert Systems with Applications, 78, pp.158~181 (2017)

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