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      생산-배송 통합모형의 유전알고리듬 해법 = A Genetic Algorithm for the Integrated Production-distribution Problem

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      https://www.riss.kr/link?id=A82675990

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      다국어 초록 (Multilingual Abstract)

      In this study, it is confirmed that the integrated decision has effects on total cost in the supply chain where manufacturing and distribution are included. The total costs consist of manufacturing, distribution and inventory costs. we devise a genetic algorithm, where the chromosome is represented by the two-dimensional array of cells such that each cell contains the amount to be delivered from a plant to a customer. The single item lot-sizing problem in the plant is optimized by the CPLEX. Feasible vehicle routes are established by the sequential Clark and Wright and improved by the 2-Opt procedure. Mutation is applied in the consideration of manufacturing and distribution costs. It shows 10% improvement in the total costs in two different problems.
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      In this study, it is confirmed that the integrated decision has effects on total cost in the supply chain where manufacturing and distribution are included. The total costs consist of manufacturing, distribution and inventory costs. we devise a geneti...

      In this study, it is confirmed that the integrated decision has effects on total cost in the supply chain where manufacturing and distribution are included. The total costs consist of manufacturing, distribution and inventory costs. we devise a genetic algorithm, where the chromosome is represented by the two-dimensional array of cells such that each cell contains the amount to be delivered from a plant to a customer. The single item lot-sizing problem in the plant is optimized by the CPLEX. Feasible vehicle routes are established by the sequential Clark and Wright and improved by the 2-Opt procedure. Mutation is applied in the consideration of manufacturing and distribution costs. It shows 10% improvement in the total costs in two different problems.

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      참고문헌 (Reference)

      1 정성원, "유전알고리듬을 이용한 생산 및 분배 계획" 26 (26): 133-141, 2001

      2 김여근, "다계층 공생 진화알고리듬을 이용한 공급사슬경영의 생산과 분배의 통합계획" 한국경영과학회 28 (28): 1-16, 2003

      3 Brahimi N., "Single item lot sizing problems" 168 : 1-16, 2006

      4 Clarke G., "Scheduling of vehicles from a central depot to a number of delivery points" 12 : 568-581, 1964

      5 Shapiro J. F., "Modeling the Supply Chain" Duxbury 2007

      6 Russell R., "Integrating multi-product production and distribution in newspaper logistics" 35 : 1576-1588, 2008

      7 Baebarosoglu G., "Hierarchical design of an integrated production and 2-echelon distribution system" 118 : 464-484, 1999

      8 Boudia M., "Fast heuristics for a combined production planning and vehicle routing problem" 19 : 85-96, 2008

      9 Simchi-Levi, Kaminsky, "Designing and Managing the Supply Chain: Concepts, Strategies and Case Studies" Mc GRAW-HILL 2008

      10 Chandra P., "Coordination of production and distribution planning" 72 : 503-517, 1994

      1 정성원, "유전알고리듬을 이용한 생산 및 분배 계획" 26 (26): 133-141, 2001

      2 김여근, "다계층 공생 진화알고리듬을 이용한 공급사슬경영의 생산과 분배의 통합계획" 한국경영과학회 28 (28): 1-16, 2003

      3 Brahimi N., "Single item lot sizing problems" 168 : 1-16, 2006

      4 Clarke G., "Scheduling of vehicles from a central depot to a number of delivery points" 12 : 568-581, 1964

      5 Shapiro J. F., "Modeling the Supply Chain" Duxbury 2007

      6 Russell R., "Integrating multi-product production and distribution in newspaper logistics" 35 : 1576-1588, 2008

      7 Baebarosoglu G., "Hierarchical design of an integrated production and 2-echelon distribution system" 118 : 464-484, 1999

      8 Boudia M., "Fast heuristics for a combined production planning and vehicle routing problem" 19 : 85-96, 2008

      9 Simchi-Levi, Kaminsky, "Designing and Managing the Supply Chain: Concepts, Strategies and Case Studies" Mc GRAW-HILL 2008

      10 Chandra P., "Coordination of production and distribution planning" 72 : 503-517, 1994

      11 Dhaenens-Flipo C., "An integrated model for an industrial production-distribution problem" 33 : 705-715, 2001

      12 Sarmiento A. M., "A review of integrated analysis of production-distribution systems" 31 : 1061-1074, 1999

      13 Boudia M., "A memetic algorithm with dynamic population management for an integrated production-distribution problem" 195 : 703-715, 2009

      14 Abdelmaguid T. F., "A genetic algorithm approach to the integrated inventory-distribution problem" 44 : 4445-4464, 2006

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      유사연구자 (20) 활용도상위20명

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      학술지 이력

      학술지 이력
      연월일 이력구분 이력상세 등재구분
      2026 평가예정 재인증평가 신청대상 (재인증)
      2020-01-01 평가 등재학술지 유지 (재인증) KCI등재
      2017-01-01 평가 등재학술지 유지 (계속평가) KCI등재
      2013-01-01 평가 등재학술지 유지 (등재유지) KCI등재
      2010-01-01 평가 등재 1차 FAIL (등재유지) KCI등재
      2007-01-01 평가 등재학술지 선정 (등재후보2차) KCI등재
      2006-01-01 평가 등재후보 1차 PASS (등재후보1차) KCI등재후보
      2004-01-01 평가 등재후보학술지 선정 (신규평가) KCI등재후보
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      학술지 인용정보

      학술지 인용정보
      기준연도 WOS-KCI 통합IF(2년) KCIF(2년) KCIF(3년)
      2016 1.06 1.06 0.95
      KCIF(4년) KCIF(5년) 중심성지수(3년) 즉시성지수
      0.84 0.81 0.849 0.26
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