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Two-echelon inventory location model with response time requirement and lateral transshipment
This study presents a new model for a two-echelon location-inventory system with response time constraints. This system controls inventory with a (S-1, S) policy and comprises of a finite collection of customers, a finite collection of service facilities and a single plant. This paper's main no...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9434047/ https://www.ncbi.nlm.nih.gov/pubmed/36061034 http://dx.doi.org/10.1016/j.heliyon.2022.e10353 |
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author | Bassey, Unanaowo Nyong Zelibe, Samuel Chiabom |
author_facet | Bassey, Unanaowo Nyong Zelibe, Samuel Chiabom |
author_sort | Bassey, Unanaowo Nyong |
collection | PubMed |
description | This study presents a new model for a two-echelon location-inventory system with response time constraints. This system controls inventory with a (S-1, S) policy and comprises of a finite collection of customers, a finite collection of service facilities and a single plant. This paper's main novelty is the incorporation of lateral transshipment into a two-echelon location-inventory system with response time requirement. By using a continuous-time Markov process approach, we determine expected on-hand inventory level in steady state, expected lateral transshipment level in steady state and expected backorder level in steady state. We utilize these steady state levels to formulate a mixed integer nonlinear programming model which incorporates lateral transshipment into an integrated location-inventory system with response time constraint. The model minimizes the total system cost and simultaneously determines: optimal location and number of service facilities, the optimal assignment of customers and base-stock level. We exploit the model's properties using Lagrange decomposition and we show that the model is convex. The model is tested on a real-world scenario using GAMS and our model returned lower costs following comparisons with a model without lateral transshipment. We also establish that lateral transshipment results to consistency of expected cost with varying response time requirement. |
format | Online Article Text |
id | pubmed-9434047 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-94340472022-09-02 Two-echelon inventory location model with response time requirement and lateral transshipment Bassey, Unanaowo Nyong Zelibe, Samuel Chiabom Heliyon Research Article This study presents a new model for a two-echelon location-inventory system with response time constraints. This system controls inventory with a (S-1, S) policy and comprises of a finite collection of customers, a finite collection of service facilities and a single plant. This paper's main novelty is the incorporation of lateral transshipment into a two-echelon location-inventory system with response time requirement. By using a continuous-time Markov process approach, we determine expected on-hand inventory level in steady state, expected lateral transshipment level in steady state and expected backorder level in steady state. We utilize these steady state levels to formulate a mixed integer nonlinear programming model which incorporates lateral transshipment into an integrated location-inventory system with response time constraint. The model minimizes the total system cost and simultaneously determines: optimal location and number of service facilities, the optimal assignment of customers and base-stock level. We exploit the model's properties using Lagrange decomposition and we show that the model is convex. The model is tested on a real-world scenario using GAMS and our model returned lower costs following comparisons with a model without lateral transshipment. We also establish that lateral transshipment results to consistency of expected cost with varying response time requirement. Elsevier 2022-08-20 /pmc/articles/PMC9434047/ /pubmed/36061034 http://dx.doi.org/10.1016/j.heliyon.2022.e10353 Text en © 2022 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Research Article Bassey, Unanaowo Nyong Zelibe, Samuel Chiabom Two-echelon inventory location model with response time requirement and lateral transshipment |
title | Two-echelon inventory location model with response time requirement and lateral transshipment |
title_full | Two-echelon inventory location model with response time requirement and lateral transshipment |
title_fullStr | Two-echelon inventory location model with response time requirement and lateral transshipment |
title_full_unstemmed | Two-echelon inventory location model with response time requirement and lateral transshipment |
title_short | Two-echelon inventory location model with response time requirement and lateral transshipment |
title_sort | two-echelon inventory location model with response time requirement and lateral transshipment |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9434047/ https://www.ncbi.nlm.nih.gov/pubmed/36061034 http://dx.doi.org/10.1016/j.heliyon.2022.e10353 |
work_keys_str_mv | AT basseyunanaowonyong twoecheloninventorylocationmodelwithresponsetimerequirementandlateraltransshipment AT zelibesamuelchiabom twoecheloninventorylocationmodelwithresponsetimerequirementandlateraltransshipment |