• 제목/요약/키워드: 입지결정모형

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Development of Logistics Facility Location Determination Model (물류 단지 입지 결정에 관한 모형 개발)

  • 홍성령;오세창
    • Proceedings of the KOR-KST Conference
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    • 1998.10b
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    • pp.507-507
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    • 1998
  • 화물 수송은 상품의 생산과 소비에 직결되어 있으며 원활한 화물 수송이 경제에 미치는 영향이 크므로 그 중요성이 날로 증대되고 있다. 우리 나라는 그 동인 지속적 경제 성장으로 인한 경제 규모가 확대되면서 화물 수송에 대한 수요가 급격히 증가하였다. 이러한 화물 수송 수요의 증가 추세에 비해 물류 단지의 확충에 위한 적절한 투자 및 정책 등이 결여되어 왔다. 그러므로, 경제 및 산업발전에 중요한 역할을 담당하고 있는 물류 단지를 파악하고 물류 단지 입지 결정 모형을 개발하고, 이 모형을 토대로 적정 입지를 결정하고자 한다. 물류 단지 입지에 관한 문제의 주요 관심 대상은 수송비용을 최소화하면서, 원하는 목적지까지의 빠른 수·배송을 이루어지게 하는 효율적 수송 입지 단지를 찾는데 있다. 따라서 본 연구에서는 물류 단지의 적정 위치 결정을 위하여 혼합 정수 모형을 이용해서 수송비용과 차량 경로를 고려한 수학적 모형을 개발하고자 한다. 개발된 모형을 공로부문의 수송을 중심으로 경기도 지역의 여러 물류 단지 후보 지역에 적용하고 적정 물류 단지를 찾고자 한다.

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Developing an Optimal Location Selection Methodology of Unmanned Parcel Service Box (무인택배함의 최적입지 선정을 위한 방법론 개발)

  • Lee, Hyangsuuk;Chen, Maowei;Choo, Sangho
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.16 no.4
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    • pp.13-24
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    • 2017
  • This paper presents a sequentially combined method of determining location conditions, the number of unmanned parcel service box and their optimal locations. First of all, block, accessibility and main public facilities are considered as location conditions and then set-covering model and p-median model are adopted for deciding the number of unmanned parcel service box and optimal locations, respectively. A case study for a region composed of small housings and multiplex housings in Ansan is conducted to prove the validation and application of the proposed method. The result indicates that 2 unmanned parcel service boxes are necessary in specific public places. The research contributes to resonable choice of unmanned parcel service boxes, crime reduction relevant to delivery man impersonation and economic benefit due to parcel service industry growth.

A Study on the Optimal Location Selection for Hydrogen Refueling Stations on a Highway using Machine Learning (머신러닝 기반 고속도로 내 수소충전소 최적입지 선정 연구)

  • Jo, Jae-Hyeok;Kim, Sungsu
    • Journal of Cadastre & Land InformatiX
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    • v.51 no.2
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    • pp.83-106
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    • 2021
  • Interests in clean fuels have been soaring because of environmental problems such as air pollution and global warming. Unlike fossil fuels, hydrogen obtains public attention as a eco-friendly energy source because it releases only water when burned. Various policy efforts have been made to establish a hydrogen based transportation network. The station that supplies hydrogen to hydrogen-powered trucks is essential for building the hydrogen based logistics system. Thus, determining the optimal location of refueling stations is an important topic in the network. Although previous studies have mostly applied optimization based methodologies, this paper adopts machine learning to review spatial attributes of candidate locations in selecting the optimal position of the refueling stations. Machine learning shows outstanding performance in various fields. However, it has not yet applied to an optimal location selection problem of hydrogen refueling stations. Therefore, several machine learning models are applied and compared in performance by setting variables relevant to the location of highway rest areas and random points on a highway. The results show that Random Forest model is superior in terms of F1-score. We believe that this work can be a starting point to utilize machine learning based methods as the preliminary review for the optimal sites of the stations before the optimization applies.

A Model and Algorithm for Optimizing the Location of Transit Transfer Centers (대중교통 환승센터 입지선정 모형 연구)

  • Yoo, Gyeong-Sang
    • Journal of Korean Society of Transportation
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    • v.30 no.1
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    • pp.125-133
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    • 2012
  • This paper deals with the passenger transfer trips counted from smart bus-card data from Seoul transit network to understand the current operational condition of the system. Objective of this study is to relocate the location of the transit transfer centers. It delivers a bi-level programing model. The upper model is a linear 0-1 binary integer program having the objective of total travel cost minimization constrained by the number of transfer centers and the total construction budget. The lower model is an user equilibrium assignment model determining the passengers' route choice according to the transfer center locations. The proposed bi-level programming model was tested in an example network. The result showed that the proposed was able to find the optimal solution.

A Study on Multi-Facilities Location Decision Model in Perspective of SCM (SCM관점의 복수시설물 입지결정모형에 관한 연구)

  • Park, Dae-Seok;Zhang, Tao
    • Journal of Distribution Science
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    • v.6 no.1
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    • pp.47-62
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    • 2008
  • Joining the WTO in 2001, China became a number of the global economic system. China succeeded in vying to host Beijing 2008 Olympic Games and World Expo 2010 Shanghai. It is China's honor and opportunity to have high economic growth in the coming future. In 2007, the total cost of public logistics decreased by 18.2% than 2006 to 4540.6 billion RMB, accounting for 18.4% of the GDP. So, China logistics is a huge industry and a growing market full of charm. The statistic ratios of China's logistics and growth trends show us it is an important issue to build and run an effective logistics system. However, research on China's logistics systems and supply chain is lacked. This study is focus on the logistic location strategy in China including the study of factories and warehouses geographic strategy concerned with SCM. The core of this study is to propose a New Multi-Facilities Location Decision Model. This study banded the revised gravity center, the standard single facility location decision model(Gravity Center Model) and the transportation model into a new Multi-Facilities Location Decision Model. In addition, this study suggested the gravity center of population, the gravity center of each industry, the location decision graded-list of each industry of china using the gravity center model and the revised gravity center model. The new Multi-Facilities Location Decision Model proposed in this study can be used to solve the location decision problem of more than two facilities. And it can be used in the fields such as the location decision of production facility and service facility, the location of distribution and logistics, the location of broadcast and satellite communications, the location of wireless communication tower and so on.

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Applications of Fuzzy Theory on The Location Decision of Logistics Facilities (퍼지이론을 이용한 물류단지 입지 및 규모결정에 관한 연구)

  • 이승재;정창무;이헌주
    • Journal of Korean Society of Transportation
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    • v.18 no.1
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    • pp.75-85
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    • 2000
  • In existing models in optimization, the crisp data improve has been used in the objective or constraints to derive the optimal solution, Besides, the subjective environments are eliminated because the complex and uncertain circumstances were regarded as Probable ambiguity, In other words those optimal solutions in the existing models could be the complete satisfactory solutions to the objective functions in the Process of application for industrial engineering methods to minimize risks of decision-making. As a result of those, decision-makers in location Problems couldn't face appropriately with the variation of demand as well as other variables and couldn't Provide the chance of wide selection because of the insufficient information. So under the circumstance. it has been to develop the model for the location and size decision problems of logistics facility in the use of the fuzzy theory in the intention of making the most reasonable decision in the Point of subjective view under ambiguous circumstances, in the foundation of the existing decision-making problems which must satisfy the constraints to optimize the objective function in strictly given conditions in this study. Introducing the Process used in this study after the establishment of a general mixed integer Programming(MIP) model based upon the result of existing studies to decide the location and size simultaneously, a fuzzy mixed integer Programming(FMIP) model has been developed in the use of fuzzy theory. And the general linear Programming software, LINDO 6.01 has been used to simulate, to evaluate the developed model with the examples and to judge of the appropriateness and adaptability of the model(FMIP) in the real world.

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A Study on the Location Selection of Distribution Center on the KyongBu Expressway Axis (경부고속철도축을 중심으로 한 물류단지 입지설정에 관한 연구)

  • 송태호
    • Proceedings of the KOR-KST Conference
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    • 1998.10a
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    • pp.510-519
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    • 1998
  • 사회전반에 걸친 물류단지의 필요성에 대한 인식은 날로 높아지고 있으나, 물류단지의 입지를 정작 어느 곳으로 할 것인가에 대한 연구는 거의 없는 실정이다. 본 논문에서는 물류단지의 입지를 결정하는 여러 요인들 중 일반적으로 계량화 작업이 많이 이루어진 수송비와 ,대규모 개발 사업시 가장 먼저 고려해야 하는 토지보상비를 결정하는 지가를 물류단지의 입지를 결정하는 입지비용이라 가정하고, 현재 화물수송이 가장 많이 이루어지고 있는 경부고속도로축을 중심으로 입지비용을 결정하는 지가와 소송비의 산출을 위한 근거를 제시하며, 이를 설명할 수 있는 지가와 수송비의 모형을 지가와 수송비의 산출을 위한 근거를 제시하며, 이를 설명할 수 있는 지가와 수송비의 모형을 개발하여, 이 모형을 토대로 물류단지의 규모와 서울도심에서의 거리의 변화에 따라 물류단지의 입지가 어떻게 변화하는 가를 밝혀, 물류단지의 최적입지를 제시하는데 그 목적이 있다. 본 논문의 결론을 요약하면 다음과 같다. 1) 물동량의 증가에 따라 수송비가 증가하고, 물동량을 처리하기 위한 소요부지면적이 증가하면, 지가와 수송비의 교차구간은 도심에서약 15~20km 떨어진 구간에서 형성되고, 이 때의 최적입지는 물동량과 소요부지면적에 상관없이, 도심에서 약 60km 떨어진 안성군 및 평택시지역(경부고속도로 주변지역에 한함)이 최적입지로 분석되었다. 2) 수송비와 지가, 건설비와의 장래 20년을 기준으로 한 누적비용분석결과 0~40km 구간의 경우 수송비의 누적비용이 지가와 건설비의 누적비용을 초과하지 않으며, 수송비의 누적비용이 지가와 건설비의 누적비용을 초과하는 기간이 가장 빠른 것은 물류단지가 50~55km 구간과 60~65km 구간에 입지 하였을 경우로, 이 구간에서의 수송비 누적비용이 지가와 건설비의 누적비용을 초과하는 기간은 9년 후인 2004년으로 분석되었다. 이는 도심과 인접한 지역의 경우 물류단지가 입지하지 못하는 것은 물류단지의 건설에 따른 수송비의 절감이 물류단지 건설에 따른 지가 및 건설비에 대한 비용부담에 못 미치기 때문인 것으로 분석되었으며, 화물의 특성상 불가피하게 도심지역과 가까운 곳에 물류단지의 입지를 고려해야 할 경우, 물류단지 조성시 정부에서의 세금완화, 물류단지 조성가능지역 설정, 지가에 대한 보조 등 정책적인 지원대책이 필요할 것으로 판단된다. 3) 입지 비용중 수송비를 누적시킨 수송누적비용과 지가와의 비교분석결과 수송비를 5년, 10년 누적시켰을 때 이 물류단지의 최적입지는 도심에서 약 60km떨어진 곳으로 분석되었으며, 수송비를 20년 누적시켰을 경우 물류단지의 최적입지는 도심에서 약 50km떨어진 지점의 물류단지의 최적입지로 분석되었다.

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Locational Determinants of FDI in Developing Countries (개발도상국 해외직접투자 유치 입지결정요인)

  • Yu, Seung Hun
    • Management & Information Systems Review
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    • v.32 no.5
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    • pp.1-18
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    • 2013
  • This study examined location determinants of FDI inflows in developing countries. I proposed and test modified gravitiy model empirically that include host country locational determinants, gravity link variable and home country control variable. The main findings are: countries with a larger market size, faster economic growth, higher per capita income, higher quality of human capital, higher level of foreign stock and more liberalized economic regime attracted relatively more FDI inflows.

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Analysis of determinant Factor for Industrial Complex Location (산업단지 입지 결정요인 분석)

  • Lee, Jae-Tak;Kim, Dong-Il
    • Journal of the Korea Convergence Society
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    • v.8 no.12
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    • pp.343-349
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    • 2017
  • In this study, the factors of the industrial complexes were analyzed in a comprehensive review, and the research model was developed and related variables were adopted to the purpose of this study. Also, the determinants of location are analyzed by three factors of infrastructure stabilization, industrial resource access, and residential neighborhood factors. For the analysis of this study, the hypothesis was analyzed through the path analysis of the SEM through the set hypotheses based on the research model. As a result of analysis, it is analyzed that TI factors and RA factors of infrastructure, IF group, are both influenced by industrial location. In addition, there is a statistically significant correlation in the analysis between the parameters of the NEF and the determinants of industrial location. The results of this study are expected to provide useful guidelines for industrial infrastructure development and industrial complex development projects at national and local government.

Determinants of Domestic Shippers' Location Choice Decisions (우리나라 화주기업의 입지선택 특성분석(내수화물을 중심으로))

  • Kim, Chan-Seong;Seong, Hong-Mo;An, Seung-Beom;Ye, Chung-Yeol
    • Journal of Korean Society of Transportation
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    • v.25 no.1 s.94
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    • pp.61-71
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    • 2007
  • This study examines the determinants of location decisions for domestic skippers and identifies them with the aid of the location choice model The authors have used Korea's commodity flow survey collected by the inter-regional shippers as well as socio-economic indicators. The results suggest that the location of shippers depend on agglomeration economies, market size, and logistics activities. Finally. this study suggests the direction of locational Policies to help the Korean government with logistics-related policies.