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 inInternational journal of system assurance engineering and management Vol. 15; no. 7; pp. 3350 - 3367
Main Authors Mondal, Rajan, Das, Subhajit, Akhtar, Md, Shaikh, Ali Akbar, Bhunia, Asoke Kumar
Format Journal Article
LanguageEnglish
Published 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.
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
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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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Snippet This work presents a two-storage inventory model developed considering the effect of deterioration of items, partial advanced payment and two-level trade...
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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
URI https://link.springer.com/article/10.1007/s13198-024-02341-8
https://www.proquest.com/docview/3079869096
Volume 15
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