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Partial backordering inventory model with limited storage capacity under order-size dependent trade credit

    Wen-Hui Jiang Affiliation
    ; Ling Xu Affiliation
    ; Zhen-Song Chen Affiliation
    ; Witold Pedrycz Affiliation
    ; Kwai-Sang Chin Affiliation

Abstract

This study formulates an inventory model with limited storage capacity under the condition of order-size dependent trade credit. Shortages are allowed and partially backlogged. The objective of this study is to determine the optimal replenishment cycle length, the optimal fraction of no shortage, and whether retailers should choose to rent an extra warehouse to store more items, such that retailers’ total annual profit is maximized. We prove the global optimally of objective functions and derive the closed-form optimal solution. Some numerical examples are presented to illustrate the applicability of the proposed model. Sensitivity analysis is carried out and managerial insights are obtained. We find that if retailers’ own warehouse capacity is relatively small, they always benefit from enlarging order quantity and renting an extra warehouse; meanwhile, suppliers further prolong the credit period is beneficial for both parties. On the contrary, as retailers’ own warehouse capacity increases and exceeds the optimal order quantity under that of without capacity constraints, adopting the same replenishment strategy as that without capacity constraints is profitable for retailers. Our results also reveal that other model parameters (e.g., ordering cost, inventory holding cost, shortages cost, backordering rate, etc.) have a significant impact on retailers’ optimal decisions.


First published online 17 November 2021

Keyword : inventory, order-size dependent trade credit, limited storage capacity, partial backordering

How to Cite
Jiang, W.-H., Xu, L., Chen, Z.-S., Pedrycz, W., & Chin, K.-S. (2022). Partial backordering inventory model with limited storage capacity under order-size dependent trade credit. Technological and Economic Development of Economy, 28(1), 131–162. https://doi.org/10.3846/tede.2021.15704
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References

Aggarwal, S. P., & Jaggi, C. K. (1995). Ordering policies of deteriorating items under permissible delay in payments. Journal of the Operational Research Society, 46(5), 658–662. https://doi.org/10.1057/jors.1995.90

Agrawal, S., Banerjee, S., & Papachristos, S. (2013). Inventory model with deteriorating items, ramp-type demand and partially backlogged short-ages for a two warehouses system. Applied Mathematical Modelling, 37(20–21), 8912–8929. https://doi.org/10.1016/j.apm.2013.04.026

Banerjee, S., & Agrawal, S. (2008). A two-warehouse inventory model for items with three-parameter Weibull distribution deterioration, shortages and linear trend in demand. International Transactions in Operational Research, 15(6), 755–775. https://doi.org/10.1111/j.1475-3995.2008.00653.x

Bhunia, A. K., Jaggi, C. K., Sharma, A., & Sharma, R. (2014). A two-warehouse inventory model for deteriorating items under permissible delay in payment with partial backlogging. Applied Mathematics and Computation, 232, 1125–1137. https://doi.org/10.1016/j.amc.2014.01.115

Chakraborty, D., Jana, D. K., & Roy, T. K. (2018). Two-warehouse partial backlogging inventory model with ramp type demand rate, three-parameter Weibull distribution deterioration under inflation and permissible delay in payments. Computers & Industrial Engineering, 123, 157–179. https://doi.org/10.1016/j.cie.2018.06.022

Chang, C. T., Cheng, M. C., & Ouyang, L. Y. (2015). Optimal pricing and ordering policies for non-instantaneously deteriorating items under order-size-dependent delay in payments. Applied Mathematical Modelling, 39(2), 747–763. https://doi.org/10.1016/j.apm.2014.07.002

Chang, C. T., Ouyang, L. Y., & Teng, J. T. (2003). An EOQ model for deteriorating items under supplier credits linked to ordering quantity. Ap-plied Mathematical Modelling, 27(12), 983–996. https://doi.org/10.1016/S0307-904X(03)00131-8

Chen, S. C., & Teng, J. T. (2015). Inventory and credit decisions for time-varying deteriorating items with up-stream and down-stream trade credit financing by discounted cash flow analysis. European Journal of Operational Research, 243(2), 566–575. https://doi.org/10.1016/j.ejor.2014.12.007

Chen, S. C., Cárdenas-Barrón, L. E., & Teng, J. T. (2014). Retailer’s economic order quantity when the supplier offers conditionally permissible delay in payments link to order quantity. International Journal of Production Economics, 155, 284–291. https://doi.org/10.1016/j.ijpe.2013.05.032

Chung, K. J., & Liao, J. J. (2009). The optimal ordering policy of the EOQ model under trade credit depending on the ordering quantity from the DCF approach. European Journal of Operational Research, 196(2), 563–568. https://doi.org/10.1016/j.ejor.2008.04.018

Chung, K. J., Lin, S. D., & Srivastava, H. M. (2013). The inventory models under conditional trade credit in a supply chain system. Applied Mathematical Modelling, 37(24), 10036–10052. https://doi.org/10.1016/j.apm.2013.05.044

Diabat, A., Taleizadeh, A. A., & Lashgari, M. (2017). A lot sizing model with partial downstream delayed payment, partial upstream advance pay-ment, and partial backordering for deteriorating items. Journal of Manufacturing Systems, 45, 322–342. https://doi.org/10.1016/j.jmsy.2017.04.005

Feng, L., & Chan, Y. L. (2019). Joint pricing and production decisions for new products with learning curve effects under upstream and down-stream trade credits. European Journal of Operational Research, 272(3), 905–913. https://doi.org/10.1016/j.ejor.2018.07.003

Feng, L., Wang, W. C., Teng, J. T., & Cárdenas-Barrón, L. E. (2021). Pricing and lot-sizing decision for fresh goods when demand depends on unit price, displaying stocks and product age under generalized payments. European Journal of Operational Research, 296(3), 940–952. https://doi.org/10.1016/j.ejor.2021.04.023

Ghiami, Y., & Beullens, P. (2020). The continuous resupply policy for deteriorating items with stock-dependent observable demand in a two-warehouse and two-echelon supply chain. Applied Mathematical Modelling, 82, 271–292. https://doi.org/10.1016/j.apm.2020.01.046

Ghiami, Y., Williams, T., & Wu, Y., (2013). A two-echelon inventory model for a deteriorating item with stock-dependent demand, partial back-logging and capacity constraints. European Journal of Operational Research, 231(3), 587–597. https://doi.org/10.1016/j.ejor.2013.06.015

Goyal, S. K. (1985). Economic order quantity under conditions of permissible delay in payments. Journal of the Operational Research Society, 36(4), 335–338. https://doi.org/10.1057/jors.1985.56

Gupta, M., Tiwari, S., & Jaggi, C. K. (2020). Retailer’s ordering policies for time-varying deteriorating items with partial backlogging and permis-sible delay in payments in a two-warehouse environment. Annals of Operations Research, 295(1), 139–161. https://doi.org/10.1007/s10479-020-03673-x

Hartley, R. V. (1976). Operations research: A managerial emphasis (pp. 315–317). Good Year, Santa Monica.

Huang, Y. F. (2006). An inventory model under two levels of trade credit and limited storage space derived without derivatives. Applied Mathe-matical Modelling, 30(5), 418–436. https://doi.org/10.1016/j.apm.2005.05.009

Huang, Y. F. (2007). Economic order quantity under conditionally permissible delay in payments. European Journal of Operational Research, 176(2), 911–924. https://doi.org/10.1016/j.ejor.2005.08.017

Jaggi, C. K., Gautam, P., & Khanna, A, (2018a). Credit policies for deteriorating imperfect quality items with exponentially increasing demand and partial backlogging. In N. Shah & M. Mittal (Eds.), Handbook of research on promoting business process improvement through inventory control techniques (pp. 90–106). IGI Global. https://doi.org/10.4018/978-1-5225-3232-3.ch006

Jaggi, C. K., Gautam, P., Khanna, A. (2018b). Inventory decisions for imperfect quality deteriorating items with exponential declining demand under trade credit and partially backlogged shortages. In P. Kapur, U. Kumar, & A. Verma (Eds.), Springer proceedings in business and eco-nomics. Quality, IT and business operations (pp. 213–229). Springer. https://doi.org/10.1007/978-981-10-5577-5_18

Jaggi, C. K., Pareek, S., Khanna, A., & Sharma, R. (2014). Credit financing in a two-warehouse environment for deteriorating items with price-sensitive demand and fully backlogged shortages. Applied Mathematical Modelling, 38(21–22), 5315–5333. https://doi.org/10.1016/j.apm.2014.04.025

Jaggi, C. K., Tiwari, S., & Goel, S. K. (2017). Credit financing in economic ordering policies for non-instantaneous deteriorating items with price dependent demand and two storage facilities. Annals of Operations Research, 248(1–2), 253–280. https://doi.org/10.1007/s10479-016-2179-3

Jain, D., & Aggarwal, K. K. (2012). The effect of inflation-induced demand and trade credit on ordering policy of exponentially deteriorating and imperfect quality items. International Transactions in Operational Research, 19(6), 863–889. https://doi.org/10.1111/j.1475-3995.2012.00849.x

Jamal, A. M. M., Sarker, B. R., & Wang, S. (1997). An ordering policy for deteriorating items with allowable shortage and permissible delay in payment. Journal of the Operational Research Society, 48(8), 826–833. https://doi.org/10.1057/palgrave.jors.2600428

Jonas, C. P. (2019). Optimizing a two-warehouse system under shortage backordering, trade credit, and decreasing rental conditions. International Journal of Production Economics, 209, 147–155. https://doi.org/10.1016/j.ijpe.2018.06.003

Khanna, A., Gautam, P., & Jaggi, C. K. (2017). Inventory modeling for deteriorating imperfect quality items with selling price-dependent demand and shortage backordering under credit financing. International Journal of Mathematical, Engineering and Management Sciences, 2(2), 110–124. https://doi.org/10.33889/IJMEMS.2017.2.2-010

Khan, A. A., Shaikh, A. A., Panda, G. C., Bhunia, A. K., & Konstantaras, I. (2020). Non-instantaneous deterioration effect in ordering decisions for a two-warehouse inventory system under advance payment and backlogging. Annals of Operations Research, 289, 243–275. https://doi.org/10.1007/s10479-020-03568-x

Khan, M. A. A., Shaikh, A. A., Panda, G. C., & Konstantaras, I. (2019a). Two-warehouse inventory model for deteriorating items with partial backlogging and advance payment scheme. RAIRO-Operations Research, 53(5), 1691–1708. https://doi.org/10.1051/ro/2018093

Lashgari, M., Taleizadeh, A. A., & Sadjadi, S. J. (2018). Ordering policies for non-instantaneous deteriorating items under hybrid partial prepay-ment, partial trade credit and partial backordering. Journal of the Operational Research Society, 69(8), 1167–1196. https://doi.org/10.1080/01605682.2017.1390524

Lee, C. C., & Hsu, S. L. (2009). A two-warehouse production model for deteriorating inventory items with time-dependent demands. European Journal of Operational Research, 194(3), 700–710. https://doi.org/10.1016/j.ejor.2007.12.034

Li, R., Liu, Y., Teng, J. T., & Tsao, Y. C. (2019). Optimal pricing, lot-sizing and backordering decisions when a seller demands an ad-vance-cash-credit payment scheme. European Journal of Operational Research, 278(1), 283–295. https://doi.org/10.1016/j.ejor.2019.04.033

Li, R., Yang, H. L., Shi, Y., Teng, J. T., & Lai, K. K.. (2021). EOQ-based pricing and customer credit decisions under general supplier payments. European Journal of Operational Research, 289(2), 652–665. https://doi.org/10.1016/j.ejor.2020.07.035

Liang, Y., & Zhou, F. (2011). A two-warehouse inventory model for deteriorating items under conditionally permissible delay in payment. Applied Mathematical Modelling, 35(5), 2221–2231. https://doi.org/10.1016/j.apm.2010.11.014

Liao, J. J., Chung, K. J., & Huang, K. N. (2013). A deterministic inventory model for deteriorating items with two warehouses and trade credit in a supply chain system. International Journal of Production Economics, 146(2), 557–565. https://doi.org/10.1016/j.ijpe.2013.08.001

Liao, J. J., Huang, K. N., & Chung, K. J. (2012). Lot-sizing decisions for deteriorating items with two warehouses under an order-size-dependent trade credit. International Journal of Production Economics, 137(1), 102–115. https://doi.org/10.1016/j.ijpe.2012.01.020

Liao, J. J., Huang, K. N., & Ting, P. S. (2014). Optimal strategy of deteriorating items with capacity constraints under two-levels of trade credit policy. Applied Mathematics and Computation, 233, 647–658. https://doi.org/10.1016/j.amc.2014.01.077

Lin, F., Jia, T., Wu, F., & Yang, Z. (2019). Impacts of two-stage deterioration on an integrated inventory model under trade credit and variable capacity utilization. European Journal of Operational Research, 272(1), 219–234. https://doi.org/10.1016/j.ejor.2018.06.022

Mashud, A., Wee, H. M., Sarkar, B., & Li, Y. (2021). A sustainable inventory system with the advanced payment policy and trade-credit strategy for a two-warehouse inventory system. Kybernetes, 50(2), 1321–1348. https://doi.org/10.1108/K-01-2020-0052

Ouyang, L. Y., Ho, C. H., & Su, C. H. (2008). Optimal strategy for an integrated system with variable production rate when the freight rate and trade credit are both linked to the order quantity. International Journal of Production Economics, 115(1), 151–162. https://doi.org/10.1016/j.ijpe.2008.04.012

Ouyang, L. Y., Ho, C. H., & Su, C. H. (2009b). An optimization approach for joint pricing and ordering problem in an integrated inventory system with order-size dependent trade credit. Computers & Industrial Engineering, 57(3), 920–930. https://doi.org/10.1016/j.cie.2009.03.011

Ouyang, L. Y., Teng, J. T., Goyal, S. K., & Yang, C. T. (2009a). An economic order quantity model for deteriorating items with partially permissi-ble delay in payments linked to order quantity. European Journal of Operational Research, 194(2), 418–431. https://doi.org/10.1016/j.ejor.2007.12.018

Panda, G. C., Khan, M. A. A., & Shaikh, A. A. (2019). A credit policy approach in a two-warehouse inventory model for deteriorating items with price-and stock-dependent demand under partial backlogging. Journal of Industrial Engineering International, 15(1), 147–170. https://doi.org/10.1007/s40092-018-0269-3

Seifert, D., Seifert, R. W., & Isaksson, O. H. (2017). A test of inventory models with permissible delay in payment. International Journal of Pro-duction Research, 55(4), 1117–1128. https://doi.org/10.1080/00207543.2016.1224947

Seifert, D., Seifert, R. W., & Protopappa-Sieke, M. (2013). A review of trade credit literature: Opportunities for research in operations. European Journal of Operational Research, 231(2), 245–256. https://doi.org/10.1016/j.ejor.2013.03.016

Sarma, K. V. S. (1987). A deterministic order level inventory model for deteriorating items with two storage facilities. European Journal of Opera-tional Research, 29(1), 70–73. https://doi.org/10.1016/0377-2217(87)90194-9

Shah, N. H., & Cárdenas-Barrón, L. E. (2015). Retailer’s decision for ordering and credit policies for deteriorating items when a supplier offers order-linked credit period or cash discount. Applied Mathematics and Computation, 259, 569–578. https://doi.org/10.1016/j.amc.2015.03.010

Shaikh, A. A., Das, S. C., Bhunia, A. K., Panda, G. C., & Khan, M. A. A. (2019). A two-warehouse EOQ model with interval-valued inventory cost and advance payment for deteriorating item under particle swarm optimization. Soft Computing, 23(24), 13531–13546. https://doi.org/10.1007/s00500-019-03890-y

Taleizadeh, A. A. (2016). Lot-sizing model with advance payment pricing and disruption in supply under planned partial backordering. Internation-al Transactions in Operational Research, 24(4), 783–800. https://doi.org/10.1111/itor.12297

Taleizadeh, A. A., Pentico, D. W., Jabalameli, M. S., & Aryanezhad, M. (2013). An EOQ model with partial delayed payment and partial backordering. Omega, 41(2), 354–368. https://doi.org/10.1016/j.omega.2012.03.008

Taleizadeh, A. A., Pourmohammad-Zia, N., & Konstantaras, I. (2021). Partial linked-to-order delayed payment and life time effects on decaying items ordering. Operational Research, 21, 2077–2099. https://doi.org/10.1007/s12351-019-00501-4

Teng, J. T., & Goyal, S. K. (2007). Optimal ordering policies for a retailer in a supply chain with up-stream and down-stream trade credits. Journal of the Operational Research Society, 58(9), 1252–1255. https://doi.org/10.1057/palgrave.jors.2602404

Teng, J. T., Min, J., & Pan, Q. (2012). Economic order quantity model with trade credit financing for non-decreasing demand. Omega, 40(3), 328–335. https://doi.org/10.1016/j.omega.2011.08.001

Ting, P. S. (2015). Comments on the EOQ model for deteriorating items with conditional trade credit linked to order quantity in the supply chain management. European Journal of Operational Research, 246(1), 108–118. https://doi.org/10.1016/j.ejor.2015.04.046

Tiwari, S., Cárdenas-Barrón, L. E., Khanna, A., & Jaggi, C. K. (2016). Impact of trade credit and inflation on retailer’s ordering policies for non-instantaneous deteriorating items in a two-warehouse environment. International Journal of Production Economics, 176, 154–169. https://doi.org/10.1016/j.ijpe.2016.03.016

Tiwari, S., Eduardo Cárdenas-Barrón, L., Akbar Shaikh, A., & Goh, M. (2020). Retailer’s optimal ordering policy for deteriorating items under order-size dependent trade credit and complete backlogging. Computers & Industrial Engineering, 139, 105559. https://doi.org/10.1016/j.cie.2018.12.006

Tiwari, S., Jaggi, C. K., Gupta, M., & Cárdenas-Barrón, L. E. (2018). Optimal pricing and lot-sizing policy for supply chain system with deterio-rating items under limited storage capacity. International Journal of Production Economics, 200, 278–290. https://doi.org/10.1016/j.ijpe.2018.03.019

Wu, J., Teng, J. T., & Skouri, K. (2018). Optimal inventory policies for deteriorating items with trapezoidal-type demand patterns and maximum lifetimes under upstream and downstream trade credits. Annals of Operations Research, 264(1–2), 459–476. https://doi.org/10.1007/s10479-017-2673-2

Xu, X., Bai, Q., & Chen, M. (2017). A comparison of different dispatching policies in two-warehouse inventory systems for deteriorating items over a finite time horizon. Applied Mathematical Modelling, 41, 359–374. https://doi.org/10.1016/j.apm.2016.08.024

Yang, H. L., & Chang, C. T. (2013). A two-warehouse partial backlogging inventory model for deteriorating items with permissible delay in pay-ment under inflation. Applied Mathematical Modelling, 37(5), 2717–2726. https://doi.org/10.1016/j.apm.2012.05.008

Yao, M. J., Lin, J. Y., Lee, C., & Wang, P. H., (2021). Optimal replenishment and inventory financing strategy in a three-echelon supply chain under the variable demand and default risk. Journal of the Operational Research Society. https://doi.org/10.1080/01605682.2020.1776165

Zhou, Y. W., & Yang, S. L. (2005). A two-warehouse inventory model for items with stock-level-dependent demand rate. International Journal of Production Economics, 95(2), 215–228. https://doi.org/10.1016/j.ijpe.2003.12.007

Zia, N. P., & Taleizadeh, A. A. (2015). A lot-sizing model with backordering under hybrid linked-to-order multiple advance payments and delayed payment. Transportation Research Part E: Logistics and Transportation Review, 82, 19–37. https://doi.org/10.1016/j.tre.2015.07.008