Abstract
Inventory control is considered one of the most widely documented topics in the reality. Fractional derivatives and integration is the part of fractional calculus. Fractional calculus is the generalized part of ordinary calculus. The memory of physical phenomena is a highly concerning topic but it is neglected with describing in terms of integer-order differential equation. To discuss the memory of the inventory model, fractional derivative tools are considered. A fractional derivative at any point gives the previous marginal output and current point output for any current point input. In this model, a shortage is considered, and during the shortage period, demand is partially backlogged. Depending on the low partial backlogging rate and high partial backlogging rate, the result of the memory effect varies on the total average cost and optimal ordering interval. Moreover, in order to show the relationship between fractional models and ordinary classical model, two types of memory indices have been considered: (i) differential memory index and (ii) integral memory index. For a certain memory effect, minimized total average cost is the same for low partial backlogging rate and high partial backlogging rate.
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References
Aslani A, Taleizadeh AA, Zanoni S (2017) An EOQ model with partial backordering with regard to random yield: two strategies to improve mean and variance of the yield. Comp Ind Eng 112:379–390
Baleanu D, Guvenc ZB, Machado JT (2010) New trends in nanotechnology and fractional calculus applications, vol 10. Springer, New York, pp 978–90
Baleanu D, Jajarmi A, Hajipour M (2018) On the non-linear dynamical systems within the generalized fractional derivatives with Mittag-Leffler kernel. Nonlinear Dyn 94(1):397–414
Baleanu D, Jajarmi A, Bonyah E (2018) New aspects of poor nutrition in the life cycle within the fractional calculus. Adv Differ Equ 1:1–14
Bayin S (2011) Fractional calculus and its applications to science and engineering, slides of the seminars. IAM-METU. FezaGu rsey Institute 1
Bhrawy AH, Tharwat MM, Yildirim A (2013) A new formula for fractional integrals of Chebyshev polynomials: application for solving multi-term fractional differential equations. Appl Math Model 37:4245–4252
Canyakmaz C, Ozekici S, Karaesmen F (2019) An inventory model where customer demand is dependent on a stochastic price process. Int J Prod Econ 212:139–152
Caputo M (1967) Linear models of dissipation whose frequency independent. Geophys J R Astr Soc 13(5):529–539
Choudhury M, Mahato C, Mahata GC (2022) An integrated inventory model with capacity constraint under order-size dependent trade credit, all-unit discount and partial backordering. RAIRO Oper Res 56(3):1593–1622
Das AK (2014) Role of fractional calculus to the generalized inventory model. J Global Res Comput Sci 3(2):11–23
Das AK, Roy TK (2015) Fractional order EOQ model with linear trend of time-dependent demand. Int J Intell Syst Appl 03:44–53
Das AK, Roy TK (2017) Fractional order generalized EPQ model. Int J Comput Appl Math 12(2):525–536
Datta TK, Pal AK (1992) A note on a replenishment policy for an inventory model with linear trend in demand and shortages. J Oper Res Soc 43(10):993–1001
Dave U (1989) A deterministic lot-size inventory model with shortages and a linear trend in demand. Nav Res Logist 36(4):507–514
De SK, Mahata GC (2020) A production inventory supply chain model with partial backordering and disruption under triangular linguistic dense fuzzy lock set approach. Soft Comput 24(7):5053–5069
Diabat A, Taleizadeh AA, Lashgari M (2017) A lot sizing model with partial downstream delayed payment, partial upstream advance payment, and partial backordering for deteriorating items. J f Manuf Syst 45:322–342
Donaldson WA (1977) Inventory replenishment policy for a linear trend in demand an analytical solution. J Oper Res Soc 28(3):663–670
Du M, Wang Z, Hu H (2013) Measuring memory with the order of fractional derivative. Sci Rep 3(1):1–3
Ghosh U, Sengupta S, Sarkar S, Das S (2015) Analytic solution of linear fractional differential equation with Jumarie derivative in term of Mittag-Leffler function. J Math Anal 3(2):32–38
Ghosh U, Das T, Sarkar S (2021) Point canonical transformation and the time independent fractional Schrodinger equation with position dependent mass. Appl Maths E-Notes 21:687–704
Goswami A, Chaudhuri KS (1991) An EOQ model for deteriorating items with shortages and a linear trend in demand. J Oper Res Soc 42(12):1105–1110
Harris F (1915) Operations and cost, AW Shaw Co. Factory Management Series. Chicago
Iyiola OS, Asante-Asamani EO, Wade BA (2018) A real distinct poles rational approximation of generalized Mittag-Leffler functions and their inverses: applications to fractional calculus. J Comput Appl Math 330(1):307–317
Jajarmi A, Baleanu D (2018) Suboptimal control of fractional-order dynamic systems with delay argument. J Vib Control 24(12):2430–2446
Jiang WH, Xu L, Chen ZS, Pedrycz W, Chin KS (2022) Partial backordering inventory model with limited storage capacity under order-size dependent trade credit. Technol Econ 28(1):131–162
Khan MAA, Shaikh AA, Cardenas-Barron LE (2021) An inventory model under linked-to-order hybrid partial advance payment, partial credit policy, all-units discount and partial backlogging with capacity constraint. Omega 103:102418
Kilbas AA, Srivastava HM, Trujillo JJ (2006) Theory and applications of fractional differential equations 204, Elsevier
Lashgari M, Taleizadeh AA, Sadjadi SJ (2018) Ordering policies for non-instantaneous deteriorating items under hybrid partial prepayment, partial trade credit and partial backordering. J Oper Res Soc 69(8):1167–1196
Machado JT, Mata ME (2015) Pseudo phase plane and fractional calculus modeling of western global economic downturn. Commun Nonlinear Sci Numer Simul 22:396–406
Magin RL (2006) Fractional calculus in bioengineering. Begell House Publisher Inc, Connecticut
Meng R, Yin D, Drapaca CS (2019) Variable-order fractional description of compression deformation of amorphous glassy polymers. Comput Mech 64:163–171
Miller KS, Ross B (1993) An introduction to the fractional calculus and fractional differential equations. Wiley
Pakhira R, Sarkar S, Ghosh U (2020) Study of memory effect in an inventory model for deteriorating items with partial backlogging. Comput Ind Eng 148:106705
Pakhira R, Ghosh U, Sarkar S, Mishra VN (2021) Study of memory effect in an Economic order quantity model for completely during backlogged demand during shortage. Progr Fract Differ Appl 7(3):1–14
Pakhira R, Ghosh U, Sarkar S, Mishra VN (2021) Study of memory effect in an inventory model with constant deterioration rate. J Appl Nonlinear Dyn 10(02):229–243
Pakhira R, Ghosh U, Sarkar S, Mishra LN (2022) Study of memory effect in an EOQ model with fractional polynomial demand rate under fuzzy environment. Disc Non Compl 11(04):583–98
Podlubny I (1999) Fractional Differential Equations. Math Sci Eng Academic Press, San Diego
Rahaman M, Mondal SP, Shaikh AA, Pramanik P, Roy S, Maiti MK, Mondal R, De D (2020) Artificial bee colony optimization-inspired synergetic study of fractional-order economic production quantity model. Soft Comp 24(20):15341–15359
Rahaman M, Mondal SP, Shaikh AA, Ahmadian A, Senu N, Salahshour S (2020) Arbitrary-order economic production quantity model with and without deterioration: generalized point of view. Adv Differ Equ 2020:16. https://doi.org/10.1186/s13662-019-2465-x
Saeedian M, Khalighi M, Azimi-Tafreshi N, Ausloos Jafari GR (2017) Memory effects on epidemic evolution: the susceptible-infected-recovered epidemic model. Phys Rev E 95(2):022409
Salehi H, Taleizadeh AA, Tavakkoli-Moghaddam R (2016) An EOQ model with random disruption and partial backordering. Int J Prod Res 54(9):2600–2609
San-Jose LA, Sicilia J, Pando V, Alcaide-Lopez-de-Pablo D (2022) An inventory system with time-dependent demand and partial backordering under return on inventory investment maximization. Comput Oper Res 145:105861
Singh J (2019) A new analysis for fractional rumor spreading dynamical model in a social network with Mittag-Leffler law. Chaos 29:013–137
Singh J, Kumar D, Baleanu D, Rathore S (2018) An efficient numerical algorithm for the fractional Drinfeld Sokolov Wilson equation. Appl Math Comput 335:12–24
Singh J, Kumar D, Hammouch Z, Atangana A (2018) A fractional epidemiological model for computer viruses pertaining to a new fractional derivative. Appl Math Comput 316:504–515
Singh J, Kumar D, Baleanu D (2019) New aspects of fractional Biswas Milovic model with Mittag-Leffler law. Math Model Nat Phenom 14(3):303
Singh J, Kumar J, Baleanu D (2018) On the analysis of fractional diabetes model with exponential law. Adv Differ Equ. https://doi.org/10.1186/s13662-018-1680-1
Taleizadeh AA, Aliabadi L, Thaichon P (2022) A sustainable inventory system with price-sensitive demand and carbon emissions under partial trade credit and partial backordering. Oper Res 1–46
Taleizadeh AA (2018) A constrained integrated imperfect manufacturing-inventory system with preventive maintenance and partial backordering. Ann Oper Res 261(1):303–337
Taleizadeh AA, Stojkovska I, Pentico DW (2015) An economic order quantity model with partial backordering and incremental discount. Comput Ind Eng 82:21–32
Taleizadeh AA, Hazarkhani B, Moon I (2020) Joint pricing and inventory decisions with carbon emission considerations, partial backordering and planned discounts. Ann Oper Res 290(1):95–113
Taleizadeh AA, Sarkar B, Hasani M (2020) Delayed payment policy in multi-product single-machine economic production quantity model with repair failure and partial backordering. J Ind Manag Optim 16(3):1273
Taleizadeh AA, Shokr I, Joali F (2020) Optimizing vendor-managed inventory systems with limited storage capacity and partial backordering under stochastic demand. RAIRO-Oper Res 54(1):179–209
Taleizadeh AA, Khanbaglo MPS, Cardenas-Barron LE (2020) Replenishment of imperfect items in an EOQ inventory model with partial backordering. RAIRO-Oper Res 54(2):413–434
Taleizadeh AA, Tafakkori K, Thaichon P (2021) Resilience toward supply disruptions: a stochastic inventory control model with partial backordering under the base stock policy. J Retail Consum Serv 58:102291
Tarasov VE, Tarasova VV (2016) Long and short memory in economics: fractional-order difference and differentiation. J of Mana Soc Sci 5(2):327–334
Tarasova VV, Tarasov VE (2016) Memory effects in hereditary Keynesian model. Pro Mod Sci Edu 80:55–60
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R. Pakhira involved in conceptualization, methodology, data creation, and software; U. Ghosh involved in conceptualization and review; H. Garg involved in conceptualization, review, and editing; V. N. Mishra involved in conceptualization and review.
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Pakhira, R., Ghosh, U., Garg, H. et al. An inventory model for partial backlogging items with memory effect. Soft Comput 27, 9533–9550 (2023). https://doi.org/10.1007/s00500-023-08087-y
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DOI: https://doi.org/10.1007/s00500-023-08087-y