Integration of Liability Payment and New Funding Entries in the Optimal Design of a Supply Chain Network

محورهای موضوعی : Financial Engineering

Abbas Biglar ¹ , Nima Hamta ² , Mona Ahmadi Rad ³

1 - Department of Industrial Engineering, North Tehran branch, Islamic Azad University, Tehran, Iran
2 - Department of Mechanical Engineering, Arak University of Technology, Arak, Iran
3 - Department of Industrial Engineering, North Tehran branch, Islamic Azad University, Tehran, Iran

تاریخ دریافت : 1400/03/21 تاریخ پذیرش : 1400/07/08 تاریخ انتشار : 1401/04/10

کلید واژه: Supply chain network design, Economic Value Added, Mathematical Programming, Supply chain optimization,

چکیده مقاله :

In recent years, the supply chain network design (SCND) problems that integrate financial issues have attracted the attention of managers and researchers. In this paper, in order to address an SCND problem, a mixed-integer nonlinear programming (MINLP) model developed that considers operational and financial decisions simultaneously for designing a deterministic multi-echelon, multi-product, and multi-period supply chain network. The developed model provides the possibility of opening or closing facilities at every time period to adapt to market fluctuations. The model also considers bank loans, liability repayment, and new capital from shareholders as decision variables, therefore, it provides an accounts payable policy for the company managers. In addition to common operational objectives(profit/cost) and constraints, we also applied the economic value added (EVA) index to measure the financial performance of supply chain and lower and/or upper limit value for financial ratios to ensure the company's financial health, while making decisions at strategic and tactical levels. To show the model applicability, data of a case study in the literature employed and solved using BARON solver in GAMS software. The results clearly show an improvement in the total value created for the company compared to the base model, so it can be applied as an effective decision tool.

منابع و مأخذ:

[1] Elgazzar, S.H., Tipi, N.S., Hubbard, N.J., Leach, D.Z., Linking supply chain processes performance to acompany financial strategic objectives, Eur. J. Oper. Res. 2012, 223(1), P.276–289.Doi: 10.1016/j.ejor.2012.05.043

[2] Guillén, G., Badell, M., Espuna, A., Puigjaner, L., Simultaneous optimization of process operations and financial decisions to enhance the integrated planning/scheduling of chemical supply chains. Computers & chemical engineering. 2006 Jan 15, 30(3), P.421-36. Doi: 10.1016/j.compchemeng.2005.10.015

[3] Hamta, N., Ehsanifar, M., Babai, A., Biglar, A. Improving the Identification and Prioritization of the Most Important Risks of Safety Equipment in FMEA with a Hybrid Multiple Criteria Decision-Making Technique. Journal of Applied Research on Industrial Engineering, 2021, Doi: 10.22105/jarie.2021.263666.1233

 [4] Papageorgiou, LG., Supply chain optimisation for the process industries: Advances and opportunities. Computers & Chemical Engineering. 2009 Dec 10, 33(12), P.1931-8. Doi: 10.1016/j.compchemeng.2009.06.014

[5] Ashayeri, J., Lemmes, L., Economic value added of supply chain demand planning: A system dynamics simulation. Robotics and Computer-Integrated Manufacturing. 2006 Oct 1, 22(5-6), P.550-6.Doi: 10.1016/j.rcim.2005.11.010

[6] Lambert, DM., Burduroglu, R., Measuring and selling the value of logistics. The International Journal of Logistics Management. 2000 Jan 1, 11(1), P.1-8. Doi: 10.1108/09574090010806038

[7] Vidal, CJ., Goetschalckx, M., A global supply chain model with transfer pricing and transportation cost allocation. European Journal of Operational Research. 2001 Feb 15, 129(1), P.134-58.Doi: 10.1016/S0377-2217(99)00431-2

[8] Wang, Q., Batta, R., Bhadury, J., Rump, CM., Budget constrained location problem with opening and closing of facilities. Computers & Operations Research. 2003 Nov 1, 30(13), P.2047-69.Doi: 10.1016/S0305-0548(02)00123-5

[9] Hugo, A., Pistikopoulos, EN., Environmentally conscious long-range planning and design of supply chain networks. Journal of Cleaner Production. 2005 Dec 1, 13(15), P.1471-91. Doi: 10.1016/j.jclepro.2005.04.011

[10] Puigjaner, L., Guillén-Gosálbez, G.,Towards an integrated framework for supply chain management in the batch chemical process industry. Computers & chemical engineering. 2008 Apr 5, 32(4-5), P.650-70.Doi: 10.1016/j.compchemeng.2007.02.004

[11] Bertel, S., Fenies, P., Roux, O.,Optimal cash flow and operational planning in a company supply chain. International Journal of Computer Integrated Manufacturing. 2008 Jun 1, 21(4), P.440-54. Doi: 10.1080/09511920701574628

[12] Sodhi, MS., Tang, CS., Modeling supply-chain planning under demand uncertainty using stochastic programming: A survey motivated by asset–liability management. International Journal of Production Economics. 2009 Oct 1, 121(2), P.728-38. Doi: 10.1016/j.ijpe.2009.02.009

[13] Gupta, S., Dutta, K., Modeling of financial supply chain. European journal of operational research. 2011 May 16, 211(1), P.47-56. Doi: 10.1016/j.ejor.2010.11.005

[14] Longinidis, P., Georgiadis, MC., Integration of financial statement analysis in the optimal design of supply chain networks under demand uncertainty. International journal of production economics. 2011 Feb 1, 129(2), P.262-76. Doi: 10.1016/j.ijpe.2010.10.018

[15] Ramezani, M., Kimiagari, AM., Karimi, B.,Closed-loop supply chain network design: A financial approach. Applied Mathematical Modelling. 2014 Aug 1, 38(15-16), P.4099-119. Doi: 10.1016/j.apm.2014.02.004

[16] Feng, X., Moon, I., Ryu, K. Supply chain coordination under budget constraints. Computers & Industrial Engineering. 2015 Oct 1, 88, P.487-500. Doi: 10.1016/j.cie.2015.08.005

[17] Cardoso, SR., Barbosa-Povoa, AP., Relvas, S. Integrating financial risk measures into the design and planning of closed-loop supply chains. Computers and Chemical Engineering. 2016 Feb 2, 85, 105-23.Doi: 10.1016/j.compchemeng.2015.10.012

[18] Mohammadi, A., Abbasi, A., Alimohammadlou, M., Eghtesadifard, M., Khalifeh, M., Optimal design of a multi-echelon supply chain in a system thinking framework: An integrated financial-operational approach, Computers and Industrial Engineering, 2017 Dec 1, 114, P.297-315. Doi: 10.1016/j.cie.2017.10.019

[19] Saberi, S., Cruz, JM., Sarkis, J., Nagurney, A., A competitive multiperiod supply chain network model with freight carriers and green technology investment option, European Journal of Operational Research, 2018 May 1, 266(3), P.934-49. Doi: 10.1016/j.ejor.2017.10.043

 [20] Steinrücke, M., Albrecht, W., Integrated supply chain network planning and financial planning respecting the imperfection of the capital market. Journal of Business Economics, 2018 Aug, 88(6), P.799-825. Doi10.1007/s11573-017-0883-3

 [21] Arani, HV., Torabi, SA., Integrated material-financial supply chain master planning under mixed uncertainty, Information Sciences, 2018 Jan 1, 423, P.96-114. Doi: 10.1016/j.ins.2017.09.045

[22] Polo. A., Peña, N., Muñoz D., Cañón A., Escobar JW., Robust design of a closed-loop supply chain under uncertainty conditions integrating financial criteria, Omega. 2019 Oct 1, 88, P.110-32.Doi: 10.1016/j.omega.2018.09.003

[23] Yousefi, A., Pishvaee, MS., A fuzzy optimization approach to integration of physical and financial flows in a global supply chain under exchange rate uncertainty, International Journal of Fuzzy Systems, 2018 Dec, 20(8), P.2415-39. Doi:10.1007/s40815-018-0511-6

[24] Alavi, SH., Jabbarzadeh, A., Supply chain network design using trade credit and bank credit: A robust optimization model with real world application, Computers and Industrial Engineering, 2018, Nov 1, 125, P.69-86. Doi: 10.1016/j.cie.2018.08.005

[25] Kees, MC., Bandoni, JA., Moreno, MS., An optimization model for managing the drug logistics process in a public hospital supply chain integrating physical and economic flows, Industrial and Engineering Chemistry Research. 2019 Feb 7, 58(9), P.3767-81. Doi: 10.1021/acs.iecr.8b03968

[26] Liu, Q., Rezaei, AR., Wong, KY., Azami MM., Integrated modeling and optimization of material flow and financial flow of supply chain network considering financial ratios, Numerical Algebra, Control and Optimization. 2019, 9(2), P.113. Doi: 10.3934/naco.2019009

[27] Paz, JC., Escobar, JW., An optimisation framework of a global supply chain considering transfer pricing for a Colombian multinational company, International Journal of Industrial and Systems Engineering, 2019, 33(4), P.435-49. Doi: 10.1504/IJISE.2019.104273

[28] Tsao, YC., Muthi’ah, AD., Vu TL., Arvitrida NI., Supply chain network design under advance-cash-credit payment, Annals of Operations Research, 2021 Aug 11, P.1-22. Doi: 10.1145/3335550.3335575

[29] Wang, M., Huang, H., The design of a flexible capital-constrained global supply chain by integrating operational and financial strategies, Omega. 2019 Oct 1, 88, P.40-62. Doi: 10.1016/j.omega.2018.11.016

[30] Yang. D., Wu, D., Shi, L., Distribution-Free Stochastic Closed-Loop Supply Chain Design Problem with Financial Management, Sustainability. 2019, 11(5), P.1236. Doi: 10.3390/su11051236

[31] Zhang, R., Wang, K., A multi-echelon global supply chain network design based on transfer-pricing strategy, Journal of Industrial Integration and Management, 2019,4(01), P.1850020. Doi: 10.1142/S2424862218500203

[32] Brahm, A., Hadj-Alouane, A., Sboui, S., Dynamic and reactive optimization of physical and financial flows in the supply chain, International Journal of Industrial Engineering Computations, 2020, 11(1), P.83-106.Doi: 10.5267/j.ijiec.2019.6.003

[33] Escobar, JW., Marin, AA., Lince, JD.,Multi-objective mathematical model for the redesign of supply chains considering financial criteria optimisation and scenarios, International Journal of Mathematics in Operational Research, 2020, 16(2), P.238-56. Doi: 10.1504/IJMOR.2020.105903

[34] Gupta, V., Chutani, A., Supply chain financing with advance selling under disruption, International Transactions in Operational Research, 2020 Sep, 27(5), P.2449-68. Doi: 10.1111/itor.12663

[35] Hong S-J., Najmi H., The Relationships between Supply Chain Capability and Shareholder Value Using Financial Performance Indicators. Sustainability. 2020, 12(8), P.3130. Doi: 10.3390/su12083130

[36] Mohd Jamal, N., Tayles, M., Grant, DB., Investigating the Relationship between Supply Chain Management and Management Accounting Practices, Journal of Supply Chain Management: Research and Practice, 2020 Feb 12.

[37] Seiler, A., Papanagnou, C., Scarf, P., On the relationship between financial performance and position of businesses in supply chain networks, International Journal of Production Economics, 2020 Sep 1(227), P.1076-90

[38] Steglich, M., Scenario-Based Simultaneous Investment, Financing and Operational Planning, InECMS 2020, P. 280-286.

[39] Wang, Y., Fei, W., Production decisions of manufacturing and remanufacturing hybrid system considering downward substitution: A comprehensive model integrating financial operations, IEEE Access. 2020 Jul 3(8), P.124869-82. Doi: 10.1109/ACCESS.2020.3006858

[40] Yan, B., Liu G., Zhang, Z., Yan, C., Optimal financing and operation strategy of fresh agricultural supply chain. Australian Journal of Agricultural and Resource Economics, 2020 Jul, 64(3), P.776-94. Doi:10.1111/1467-8489.12375

[41] Yazdimoghaddam, J., A model for financial supply chain management with two different financial approaches, Journal of Modelling in Management. 2020 Dec 10. Doi: 10.1108/JM2-04-2020-0110

[42] Goli, A., Zare HK., Tavakkoli‐Moghaddam, R., Sadegheih, A., Multiobjective fuzzy mathematical model for a financially constrained closed‐loop supply chain with labor employment, Computational Intelligence. 2020, 36(1), P.4-34. Doi: 10.1111/coin.12228

[43] Motevalli-Taher, F., Paydar, M., Supply chain master planning considering material-financial flows, Journal of Industrial Engineering and Management Studies, 2020,7(1), P.145-160. Doi: 10.22116/jiems.2020.110012

[44] Mohammadi, A., Alemtabri, A., Pishvaee, M., Zandieh, M., A multi-stage stochastic programming model for sustainable closed-loop supply chain network design with financial decisions: A case study of plastic production and recycling supply chain. Scientia Iranica, 2020,27(1), P.377-395. Doi: 10.24200/sci.2019.21531

[45] Yousefi, A., Pishvaee, M., Teimoury, E., Adjusting the credit sales using CVaR-based robust possibilistic programming approach, Iranian Journal of Fuzzy Systems, 2021,18(1), P.117-136. Doi: 10.22111/ijfs.2021.5877

[46] baabaker, L., Ibrahim, N., Saadallah, H., Juma, M., the impact of supply chain strategy on the financial performance: a case study of a manufacturing company at khartoum state, The Arab Journal of Scientific Research, 2021, 5(5), P. 39-57. Doi: 10.21608/ajsr.2021.177516

[47] Benbouja, M., Echchatbi, A., Charkaoui, A., An Integrated Planning Model for a Multi Echelon Supply Chain within Mass Customization, International Journal of Supply and Operations Management, 2021,8(3), P.247-263. Doi: 10.22034/ijsom.2021.3.2.

[48] Izadikhah, M., Improving the Banks Shareholder Long Term Values by Using Data Envelopment Analysis Model, Advances in Mathematical Finance and Applications, 2018, 3(2), P.27-41.Doi: 10.22034/amfa.2018.540829.

[49] Ehtesham Rasi, R., Optimization Bi Objective for Designing Sustainable Supply Chain Network Economic based Competition by Cost Management Approach, Advances in Mathematical Finance and Applications, 2020, Doi: 10.22034/amfa.2020.1881758.1326.

[50] Izadikhah, M., Financial Assessment of Banks and Financial Institutes in Stock Exchange by Means of an Enhanced Two stage DEA Model. Advances in Mathematical Finance and Applications, 2021,6(2), P. 207-232. Doi: 10.22034/amfa.2020.1910507.1491.