Cost optimization inventory model for deteriorating items with trapezoidal demand rate under completely backlogged shortages in crisp and fuzzy environment
RAIRO. Operations Research, Tome 56 (2022) no. 3, pp. 1969-1994

Recently, various deterministic inventory models were developed for deteriorating items with the uniform demand pattern (either increasing or decreasing) throughout the cycle. However, such types of models are not suitable for many real business problems. In particular, the demand patterns of various items are not steady throughout the cycle. In many inventory models, ordinarily, the demand rises first, then it becomes static and finally decreases, and such types of demands can be portrayed by considering trapezoidal functions. Moreover, the costs associated with the inventory become imprecise due to several socio-economical factors. As a result, the optimal solution obtained by the classical inventory model may not fit the actual scenario. Keeping this in view, we develop here an inventory model for deteriorating items having the trapezoidal type of demand function in both crisp and fuzzy environments by considering three possible cases of shortages which are completely backlogged. Furthermore, in view of the comparative study of both scenarios, different data sets of constraints are examined for optimal results. Also, it is observed that the optimal results of the fuzzy model are more appropriate to real-world inventory problems. Finally, in order to strengthen the present investigation, the managerial insight of fluctuation in parameters is presented analytically via sensitivity analysis.

DOI : 10.1051/ro/2022068
Classification : 90B05, 03E72
Keywords: Inventory model, trapezoidal demand, signed distance method
@article{RO_2022__56_3_1969_0,
     author = {Anil Kumar, Boina and Paikray, Susanta Kumar},
     title = {Cost optimization inventory model for deteriorating items with trapezoidal demand rate under completely backlogged shortages in crisp and fuzzy environment},
     journal = {RAIRO. Operations Research},
     pages = {1969--1994},
     year = {2022},
     publisher = {EDP-Sciences},
     volume = {56},
     number = {3},
     doi = {10.1051/ro/2022068},
     mrnumber = {4445942},
     language = {en},
     url = {https://www.numdam.org/articles/10.1051/ro/2022068/}
}
TY  - JOUR
AU  - Anil Kumar, Boina
AU  - Paikray, Susanta Kumar
TI  - Cost optimization inventory model for deteriorating items with trapezoidal demand rate under completely backlogged shortages in crisp and fuzzy environment
JO  - RAIRO. Operations Research
PY  - 2022
SP  - 1969
EP  - 1994
VL  - 56
IS  - 3
PB  - EDP-Sciences
UR  - https://www.numdam.org/articles/10.1051/ro/2022068/
DO  - 10.1051/ro/2022068
LA  - en
ID  - RO_2022__56_3_1969_0
ER  - 
%0 Journal Article
%A Anil Kumar, Boina
%A Paikray, Susanta Kumar
%T Cost optimization inventory model for deteriorating items with trapezoidal demand rate under completely backlogged shortages in crisp and fuzzy environment
%J RAIRO. Operations Research
%D 2022
%P 1969-1994
%V 56
%N 3
%I EDP-Sciences
%U https://www.numdam.org/articles/10.1051/ro/2022068/
%R 10.1051/ro/2022068
%G en
%F RO_2022__56_3_1969_0
Anil Kumar, Boina; Paikray, Susanta Kumar. Cost optimization inventory model for deteriorating items with trapezoidal demand rate under completely backlogged shortages in crisp and fuzzy environment. RAIRO. Operations Research, Tome 56 (2022) no. 3, pp. 1969-1994. doi: 10.1051/ro/2022068

[1] S. Barik, S. K. Paikray and U. K. Misra, Inventory model of deteriorating items for nonlinear holding cost with time dependent demand. J. Adv. Math. 9 (2014) 2705–2709.

[2] S. Barik, S. Mishra, S. K. Paikray and U. K. Misra, An inventory model for deteriorating items under time varying demand condition. Int. J. Appl. Eng. Res. 10 (2015) 35770–35773.

[3] S. Barik, S. Mishra, S. K. Paikray and U. K. Misra, A deteriorating inventory model with shortages under price dependent demand and inflation. Asian J. Math. Comput. Res. 2016 (2016) 14–25.

[4] E. B. Baylan, A novel project risk assessment method development via AHP-TOPSIS hybrid algorithm. Emerging Sci. J. 4 (2020) 390–410. | DOI

[5] S. Benerjee and S. Agrawal, Inventory model for deteriorating items with freshness and price dependent demand: optimal discounting and ordering policies. Appl. Math. Model. 52 (2017) 53–64. | MR | Zbl | DOI

[6] D. Chakraborty, D. K. Jana and T. K. Roy, Two-warehouse partial backlogging inventory model with ramp type demand rate, three-parameter weibull distribution deterioration under inflation and permissible delay in payments. Comput. Ind. Eng. 123 (2018) 157–179. | DOI

[7] U. Chanda and A. Kumar, Optimisation of fuzzy EOQ model for advertising and price sensitive demand model under dynamic ceiling on potential adoption. Int. J. Syst. Sci.: Oper. Logist. 4 (2017) 145–165.

[8] L. Chen, X. Chen, M. F. Keblis and G. Li, Optimal pricing and replenishment policy for deteriorating inventory under stock-level-dependent, time-varying and price-dependent demand. Comput. Ind. Eng. 135 (2019) 1294–1299. | DOI

[9] S. Debata, M. Acharya and G. C. Samanta, An inventory model for perishable items with quadratic trapezoidal type demand under partial backlogging. Int. J. Ind. Eng. Comput. 6 (2015) 185–198.

[10] D. Erlenkotter, Ford Whitman Harris and the economic order quantity model. Oper. Res. 38 (1990) 937–946. | DOI

[11] P. M. Ghare and G. P. Schrader, A model for exponentially decaying inventory. J. Ind. Eng. 14 (1963) 238–243.

[12] S. K. Indrajitsingha, S. S. Routray, S. K. Paikray and U. Misra, Fuzzy economic production quantity model with time dependent demand rate. Log Forum 12 (2016) 193–198.

[13] S. K. Indrajitsingha, P. N. Samanta and U. K. Misra, A fuzzy inventory model for deteriorating items with stock dependent demand rate. Int. J. Logist. Syst. Manag. 30 (2018) 538–555.

[14] S. K. Indrajitsingha, P. N. Samanta and U. K. Misra, A fuzzy two-warehouse inventory model for single deteriorating item with selling-price-dependent demand and shortage under partial-backlogged condition. Appl. Appl. Math. 14 (2019) 511–536. | Zbl

[15] C. K. Jaggi, L. E. Cárdenas-Barrón, S. Tiwari and A. Shafi, Two-warehouse inventory model for deteriorating items with imperfect quality under the conditions of permissible delay in payments. Sci. Iran. Trans. E. 24 (2017) 390–412.

[16] C. K. Jaggi, S. Tiwari and S. K. Goel, Credit financing in economic ordering policies for non-instantaneous deteriorating items with price dependent demand and two storage facilities. Ann. Oper. Res. 248 (2017) 253–280. | MR | Zbl | DOI

[17] C. K. Jaggi, P. Gautam and A. Khanna, Inventory decisions for imperfect quality deteriorating items with exponential declining demand under trade credit and partially backlogged shortages. In: Quality, IT and Business Operations, edited by P. Kapur, U. Kumar and A. Verma. Springer Proceedings in Business and Economics. Springer, Singapore (2018) 213–229. | DOI

[18] N. K. Kaliraman, R. Raj, S. Chandra and H. Chaudhary, Two warehouse inventroy model for deteriorating items with exponential demand rate and permissible delay in payment. Yugoslav J. Oper. Res. 27 (2017) 109–124. | MR | Zbl | DOI

[19] J. Kaushik and A. Sharma, Inventory model for the deteriorating items with price and time dependent trapezoidal type demand rate. Int. J. Adv. Sci. Technol. 29 (2020) 1617–1629.

[20] A. Khanna, M. Mittal, P. Goutam and C. K. Jaggi, Credit financing for deteriorating imperfect quality items with allowable shortages. Decis. Sci. Lett. 5 (2016) 45–60. | DOI

[21] A. Khanna, P. Goutam and C. K. Jaggi, Inventory modeling for deteriorating imperfect quality items with selling price dependent demand and shortage backordering under credit financing. Int. J. Math. Eng. Manag. Sci. 2 (2017) 110–124.

[22] D. Khurana, Two warehouse inventory model for deteriorating items with time dependent demand under inflation. Int. J. Comput. Appl. 114 (2015) 34–38.

[23] B. A. Kumar, S. K. Paikray, S. Mishra and S. Routray, A fuzzy inventory model of defective items under the effect of inflation with trade credit financing. In: Recent Advances in Intelligent Information Systems and Applied Mathematics, ICITAM 2019. Studies in Computational Intelligence, edited by O. Castillo, D. Jana, D. Giri and A. Ahmed. Vol. 863. Springer (2019). | Zbl

[24] B. A. Kumar, S. K. Paikray and H. Dutta, Cost optimization model for items having fuzzy demand and deterioration with two-warehouse facility under the trade credit financing. AIMS Math. 5 (2020) 1603–1620. | MR | Zbl | DOI

[25] B. A. Kumar, S. K. Paikray and U. Mishra, Two-Storage fuzzy inventory model with time dependent demand and holding cost under acceptable delay in payment. Math. Model. Anal. 25 (2020) 441–460. | MR | Zbl | DOI

[26] H. M. Lee and J. S. Yao, Economic production quantity for fuzzy demand and fuzzy production quantity. Eur. J. Oper. Res. 109 (1998) 203–211. | Zbl | DOI

[27] U. Mishra, An inventory model for deteriorating items under trapezoidal type demand and controllable deterioration rate. Prod. Eng. Res. Devel. 9 (2015) 351–365. | DOI

[28] S. Mishra, U. K. Misra, S. Barik and S. K. Paikray, Optimal control of an inventory system for weibull ameliorating, deteriorating items under the influence of inflation. Bull. Pure Appl. Sci. 30 (2011) 85–94.

[29] S. Mishra, M. Mallick, U. K. Misra and S. K. Paikray, An EOQ model for both ameliorating and deteriorating items under the influence of inflation and time-value of money. J. Comput. Model. 1 (2011) 101–113.

[30] S. Mishra, U. K. Misra, G. Mishra, S. Barik and S. K. Paikray, An inventory model for inflation induced demand and weibull deteriorating items. Int. J. Adv. Eng. Tech. 4 (2012) 176–182.

[31] S. Mishra, L. K. Raju, U. K. Misra and G. Misra, Optimal control of an inventory system with variable demand and ameliorating deteriorating items. Asian J. Current Eng. 1 (2012) 154–157.

[32] S. Mishra, S. Barik, S. K. Paikray and U. K. Misra, An inventory control model of deteriorating items in fuzzy environment. Global J. Pure Appl. Math. 11 (2015) 1301–1312.

[33] U. Mishra, L. E. Cárdenas-Barrón, S. Tiwari, A. A. Shaikh and G. Treviño-Garza, An inventory model under price and stock dependent demand for controllable deterioration rate with shortages and preservation technology investment. Ann. Oper. Res. 254 (2017) 165–190. | MR | Zbl | DOI

[34] Y. Mitsumori, An analysis of the transformation of mega-pharma’s business model toward the emerging market. Emerging Sci. J. 4 (2020) 253–262. | DOI

[35] D. K. Nayak, S. S. Routray, S. K. Paikray and H. Dutta, A fuzzy inventory model for weibull deteriorating items under completely backlogged shortages. Discrete Contin. Dyn. Syst. Ser. S 14 (2020) 2435–2453. | MR | Zbl

[36] R. S. Rajan and R. Uthayakumar, A two-warehouse inventory model for deteriorating items with permissible delay under exponentially increasing demand. Int. J. Suppl. Oper. Manag. 2 (2015) 662–682.

[37] S. S. Routray, S. K. Paikray and U. K. Misra, A note on optimal order level deteriorating items with uniform demand rate. Proc. Jangjeon Math. Soc. 17 (2014) 403–409. | MR | Zbl

[38] S. S. Routray, S. Mishra, S. K. Paikray and U. K. Misra, A model on deteriorating items with price dependent demand rate. Int. J. Res. Rev. Appl. Sci. 25 (2015) 44–49.

[39] S. S. Routray, S. K. Paikray, S. Mishra and U. K. Misra, Fuzzy inventory model with single item under time dependent demand and holding cost. Int. J. Adv. Res. Sci. 6 (2017) 1604–1618.

[40] A. K. Sahoo, S. K. Indrajitsingha, P. N. Samanta and U. K. Misra, Selling price dependent demand with allowable shortages model under partially backlogged – deteriorating items. Int. J. Appl. Comput. Math. 5 (2019) 1–13. | MR | Zbl | DOI

[41] A. Seyedimany, Stock price reactions on NASDAQ stock exchange for special dividend announcements. Emerging Sci. J. 3 (2019) 382–388. | DOI

[42] S. Shabani, A. Mirzazadeh and E. Sharifi, A two-warehouse inventory model with fuzzy deterioration rate and fuzzy demand rate under conditionally permissible delay in payment. J. Ind. Prod. Eng. 33 (2016) 134–142.

[43] A. A. Shaikh, L. E. Cárdenas-Barrón and L. Sahoo, A fuzzy inventory model for a deteriorating item with variable demand, permissible delay in payments and partial backlogging with shortage follows inventory (SFI) policy. Int. J. Fuzzy Syst. 20 (2018) 1606–1623. | MR | DOI

[44] A. A. Shaikh, L. E. Cárdenas-Barrón, A. K. Bhunia and S. Tiwari, An inventory model of a three parameter weibull distributed deteriorating item with variable demand dependent on price and frequency of advertisement under trade credit. RAIRO-Oper. Res. 53 (2019) 903–916. | MR | Zbl | Numdam | DOI

[45] A. A. Shaikh, L. E. Cárdenas-Barrón and S. Tiwari, A two-warehouse inventory model for non-instantaneous deteriorating items with interval valued inventory costs and stock dependent demand under inflationary conditions. Neural Comput. Appl. 31 (2019) 1931–1948. | DOI

[46] A. Sharma, U. Sharma and C. Singh, A robust replenishment model for deteriorating items considering ramp-type demand and inflation under fuzzy environment. Int. J. Logist. Manag. 28 (2017) 287.

[47] D. Singh and A. Kumar, Two-warehouses partial backlogging inventory model for deteriorating items with selling price dependent demand under trade credit in the inflationary environment. Int. J. Pure Appl. Math. 118 (2018) 1447–1457.

[48] T. Singh, N. N. Sethy and A. K. Nayak, An optimal policy for deteriorating items with generalized deterioration, trapezoidal-type demand, and shortages. Int. J. Inf. Syst. Supply Chain Manag. 14 (2021) 23–54. | DOI

[49] S. Tiwari, L. E. Cárdenas-Barrón, A. Khanna and C. K. Jaggi, Impact of trade credit and inflation on retailer’s ordering policies for non-instantaneous deteriorating items in a two-warehouse environment. Int. J. Prod. Econ. 176 (2016) 154–169. | DOI

[50] J. Wu, K. Skouri, J.-T. Teng and Y. Hu, Two inventory systems with trapezoidal-type demand rate and time-dependent deterioration and backlogging. Expert Syst. Appl. 46 (2016) 367–379. | DOI

[51] J. Wu, J.-T. Teng and K. Skouri, Optimal inventory policies for deteriorating items with trapezoidal-type demand patterns and maximum lifetimes under upstream and downstream trade credits. Ann. Oper. Res. 264 (2018) 459–476. | MR | Zbl | DOI

[52] J. C. P. Yu, Optimizing a two-warehouse system under shortage backordering, trade credit, and decreasing rental conditions. Int. J. Prod. Econ. 209 (2019) 147–155. | DOI

Cité par Sources :