This paper studies (R, s, S) inventory policy, one of the standard inventory management models in modern supply chains. Extensive numerical simulations and symbolic regression analysis of a supply chain echelon were per-formed to determine relations and equations needed for efficient planning and optimising of transport activities related to inventory replenishments. Proposed equations for average order size and required number of orders are tested on 139.500 simulation experiments and determined with R2 goodness of fit and Correlation Coefficient higher than 0.99. Study results represent a decision support tool for optimisations of economic and environmental performance needed for sustainable inventory management.
机构:
Hanyang Univ, Dept Ind & Management Engn, Ansan 15588, South Korea
Mehran Univ Engn & Technol, Dept Ind Engn & Management, Jamshoro 76062, PakistanHanyang Univ, Dept Ind & Management Engn, Ansan 15588, South Korea
Memon, Muhammad Saad
Lee, Young Hae
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Hanyang Univ, Dept Ind & Management Engn, Ansan 15588, South KoreaHanyang Univ, Dept Ind & Management Engn, Ansan 15588, South Korea
Lee, Young Hae
Mari, Sonia Irshad
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Hanyang Univ, Dept Ind & Management Engn, Ansan 15588, South Korea
Mehran Univ Engn & Technol, Dept Ind Engn & Management, Jamshoro 76062, PakistanHanyang Univ, Dept Ind & Management Engn, Ansan 15588, South Korea
机构:
Univ Bayreuth, FIM Res Ctr, Bayreuth, Germany
Fraunhofer FIT, Branch Business & Informat Syst Engn, Bayreuth, GermanyUniv Bayreuth, FIM Res Ctr, Bayreuth, Germany
Stroeher, Tobias
Koerner, Marc-Fabian
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Univ Bayreuth, FIM Res Ctr, Bayreuth, Germany
Fraunhofer FIT, Branch Business & Informat Syst Engn, Bayreuth, GermanyUniv Bayreuth, FIM Res Ctr, Bayreuth, Germany
Koerner, Marc-Fabian
Paetzold, Felix
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Univ Bayreuth, FIM Res Ctr, Bayreuth, Germany
Fraunhofer FIT, Branch Business & Informat Syst Engn, Bayreuth, GermanyUniv Bayreuth, FIM Res Ctr, Bayreuth, Germany
Paetzold, Felix
Strueker, Jens
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Univ Bayreuth, FIM Res Ctr, Bayreuth, Germany
Fraunhofer FIT, Branch Business & Informat Syst Engn, Bayreuth, GermanyUniv Bayreuth, FIM Res Ctr, Bayreuth, Germany
机构:
Islamic Azad Univ, Fac Engn, Dept Ind Engn, Sci & Res Branch, Tehran, IranIslamic Azad Univ, Fac Engn, Dept Ind Engn, Sci & Res Branch, Tehran, Iran
Safari, Lida
Sadjadi, Seyed Jafar
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Iran Univ Sci & Technol, Dept Ind Engn, Tehran, IranIslamic Azad Univ, Fac Engn, Dept Ind Engn, Sci & Res Branch, Tehran, Iran