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    Greedy-Based Heuristics For Authorized Stockage List (ASL) Strategy

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    https://www.riss.kr/link?id=A109457183

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    다국어 초록 (Multilingual Abstract) kakao i 다국어 번역

    Purpose We aim to devise simple heuristics for the Authorized Stockage List (ASL) selection problem that are well applicable in real world decision-making processes.
    Methods To robustly address demand uncertainty across various items, we formulate the ASL selection problem using a distribution-free approach.
    Results We propose greedy-based heuristics that leverage the restricted supermodularity identified in the problem.
    Conclusion Through computational experiments, we analyze the effectiveness and efficiency of our proposed heuristics and compare them with various benchmarks including the current ASL selection strategy deployed by the Korean Army.
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    Purpose We aim to devise simple heuristics for the Authorized Stockage List (ASL) selection problem that are well applicable in real world decision-making processes. Methods To robustly address demand uncertainty across various items, we formulate t...

    Purpose We aim to devise simple heuristics for the Authorized Stockage List (ASL) selection problem that are well applicable in real world decision-making processes.
    Methods To robustly address demand uncertainty across various items, we formulate the ASL selection problem using a distribution-free approach.
    Results We propose greedy-based heuristics that leverage the restricted supermodularity identified in the problem.
    Conclusion Through computational experiments, we analyze the effectiveness and efficiency of our proposed heuristics and compare them with various benchmarks including the current ASL selection strategy deployed by the Korean Army.

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    참고문헌 (Reference)

    1 Mostard, J., "The distribution-free newsboy problem with resalable returns" 97 (97): 329-342, 2005

    2 Gallego, G., "The distribution free newsboy problem : review and extensions" 44 (44): 825-834, 1993

    3 Goldengorin, B., "The data-correcting algorithm for the minimization of supermodular functions" 45 (45): 1539-1551, 1999

    4 Iancu, D. A., "Supermodularity and affine policies in dynamic robust optimization" 61 (61): 941-956, 2013

    5 박병철 ; 정석재 ; 김경섭, "Study on the Determination of the Proper Inventory level of concurrent spare parts using simulation methodology" 13 (13): 221-231, 2008

    6 Nemhauser, G. L., "North-Holland Mathematics Studies (Vol. 59)" North-Holland 279-301, 1981

    7 윤현민 ; 김수환, "Naval vessel spare parts demand forecasting using data mining" 40 (40): 253-259, 2017

    8 김영주 ; 강경식, "Improving the supply level of repair parts" 16 (16): 369-376, 2014

    9 Contreras, I., "Hub location as the minimization of a supermodular set function" 62 (62): 557-570, 2014

    10 Mittal, S., "An FPTAS for optimizing a class of low-rank functions over a polytope" 141 : 103-120, 2013

    1 Mostard, J., "The distribution-free newsboy problem with resalable returns" 97 (97): 329-342, 2005

    2 Gallego, G., "The distribution free newsboy problem : review and extensions" 44 (44): 825-834, 1993

    3 Goldengorin, B., "The data-correcting algorithm for the minimization of supermodular functions" 45 (45): 1539-1551, 1999

    4 Iancu, D. A., "Supermodularity and affine policies in dynamic robust optimization" 61 (61): 941-956, 2013

    5 박병철 ; 정석재 ; 김경섭, "Study on the Determination of the Proper Inventory level of concurrent spare parts using simulation methodology" 13 (13): 221-231, 2008

    6 Nemhauser, G. L., "North-Holland Mathematics Studies (Vol. 59)" North-Holland 279-301, 1981

    7 윤현민 ; 김수환, "Naval vessel spare parts demand forecasting using data mining" 40 (40): 253-259, 2017

    8 김영주 ; 강경식, "Improving the supply level of repair parts" 16 (16): 369-376, 2014

    9 Contreras, I., "Hub location as the minimization of a supermodular set function" 62 (62): 557-570, 2014

    10 Mittal, S., "An FPTAS for optimizing a class of low-rank functions over a polytope" 141 : 103-120, 2013

    11 Jeong, H. S., "A Study on the Supply Support in the Integrated Logistics Support" 6 (6): 285-296, 2006

    12 이상헌 ; 남보현, "A Study on the Determination of Optimal Spare Level for T/A-50 Aircraft Engine/Module by Using Vari-METRIC" 12 (12): 9-222, 2007

    13 Kil, K. H., "A Study on an Authorized Stockage List Selection Model" 25 (25): 75-86, 1999

    14 최명진, "A Study of Authorized Stockage List Selection using Market Basket Analysis" 35 (35): 163-172, 2012

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