A two-warehouse inventory model for deteriorating items with partially backlogged demand rate under trade credit policies
This work presents a two-storage inventory model developed considering the effect of deterioration of items, partial advanced payment and two-level trade credit financing policies ignoring the relationship between the credit periods offered for retailers as well as customers by the supplier and reta...
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Published in | International journal of system assurance engineering and management Vol. 15; no. 7; pp. 3350 - 3367 |
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Main Authors | , , , , |
Format | Journal Article |
Language | English |
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New Delhi
Springer India
01.07.2024
Springer Nature B.V |
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Abstract | This work presents a two-storage inventory model developed considering the effect of deterioration of items, partial advanced payment and two-level trade credit financing policies ignoring the relationship between the credit periods offered for retailers as well as customers by the supplier and retailer respectively. Here, demand is dependent on freshness period of the items, credit period (offered by the retailer) of customers and item’s selling price. Here, shortages are permitted with partially backlogged. According to the length of credit period for retailer, three scenarios are investigated. Then these scenarios are discussed in details and the corresponding models are formulated with the objectives to determine the optimal policy by optimizing the average profit of each scenario subject to some constraints. The corresponding optimization problems of different scenarios are non-linear in nature and those problems are solved with the help of differential evolution (DE) algorithm and other eight existing metaheuristic algorithms. To validate the model, three numerical examples are considered and solved. The results obtained from DE algorithm are compared statistically with that of other algorithms. For justification of the comparison and also the verification of the statistical significance of DE algorithm, two different tests, viz. Friedman and analysis of variance (ANOVA) tests are carried out for the numerical examples. Finally, sensitivity analyses are conducted and the effects of different system parameters on best found (optimal) policy are presented graphically. |
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AbstractList | This work presents a two-storage inventory model developed considering the effect of deterioration of items, partial advanced payment and two-level trade credit financing policies ignoring the relationship between the credit periods offered for retailers as well as customers by the supplier and retailer respectively. Here, demand is dependent on freshness period of the items, credit period (offered by the retailer) of customers and item’s selling price. Here, shortages are permitted with partially backlogged. According to the length of credit period for retailer, three scenarios are investigated. Then these scenarios are discussed in details and the corresponding models are formulated with the objectives to determine the optimal policy by optimizing the average profit of each scenario subject to some constraints. The corresponding optimization problems of different scenarios are non-linear in nature and those problems are solved with the help of differential evolution (DE) algorithm and other eight existing metaheuristic algorithms. To validate the model, three numerical examples are considered and solved. The results obtained from DE algorithm are compared statistically with that of other algorithms. For justification of the comparison and also the verification of the statistical significance of DE algorithm, two different tests, viz. Friedman and analysis of variance (ANOVA) tests are carried out for the numerical examples. Finally, sensitivity analyses are conducted and the effects of different system parameters on best found (optimal) policy are presented graphically. |
Author | Mondal, Rajan Shaikh, Ali Akbar Bhunia, Asoke Kumar Akhtar, Md Das, Subhajit |
Author_xml | – sequence: 1 givenname: Rajan surname: Mondal fullname: Mondal, Rajan organization: Department of Mathematics, The University of Burdwan – sequence: 2 givenname: Subhajit surname: Das fullname: Das, Subhajit organization: Department of Mathematics, The University of Burdwan – sequence: 3 givenname: Md surname: Akhtar fullname: Akhtar, Md organization: Department of Computer Science and Artificial Intelligence (Mathematics), SR University – sequence: 4 givenname: Ali Akbar orcidid: 0000-0001-6479-7002 surname: Shaikh fullname: Shaikh, Ali Akbar email: aliashaikh@math.buruniv.ac.in organization: Department of Mathematics, The University of Burdwan – sequence: 5 givenname: Asoke Kumar surname: Bhunia fullname: Bhunia, Asoke Kumar organization: Department of Mathematics, The University of Burdwan |
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Copyright | The Author(s) under exclusive licence to The Society for Reliability Engineering, Quality and Operations Management (SREQOM), India and The Division of Operation and Maintenance, Lulea University of Technology, Sweden 2024. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. |
Copyright_xml | – notice: The Author(s) under exclusive licence to The Society for Reliability Engineering, Quality and Operations Management (SREQOM), India and The Division of Operation and Maintenance, Lulea University of Technology, Sweden 2024. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. |
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Keywords | Analysis of variance (ANOVA) Freshness period Two-level trade credit Advanced payment facility Deterioration Partially backlogged shortage |
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SubjectTerms | Algorithms Customers Engineering Engineering Economics Evolutionary computation Heuristic methods Inventory Logistics Marketing Optimization Organization Original Article Parameter sensitivity Policies Quality Control Reliability Retail stores Safety and Risk Variance analysis |
Title | A two-warehouse inventory model for deteriorating items with partially backlogged demand rate under trade credit policies |
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