Balancing efficiency and shortage costs: optimal production and inventory control in a distribution network

Document Type : Research Article

Authors

1 Department of Industrial Engineering, Tafresh University, Tafresh 39518-79611, Iran

2 Department of Mathematics, Tafresh University, Tafresh 39518-79611, Iran

Abstract

This article explores the integration of control theory techniques into production and inventory management systems within distribution networks. We examine a distribution network model where each node encompasses production and inventory segments, aiming to enhance overall benefit by adjusting key decision variables like production rate and total release. The proposed model formulates an optimal control problem which emphasizes the nonlinear nature of shortage costs and their impact on decision-making, especially concerning high-cost escalations due to shortages. The study proposes numerical solutions using the Legendre pseudospectral method, demonstrating its effectiveness in solving complex optimal control problems with multiple variables.

Keywords

Main Subjects


[1] Y.E. Aghdam, H. Mesgarani, Z. Asadi, Estimate of the fractional advection-diffusion equation
with a time-fractional term based on the shifted Legendre polynomials, J. Math. Model. 11 (2023)
731-744.
[2] S. Axsater, Control theory concepts in production and inventory control, Int. J. Syst. Sci. 16 (1985)
161–169.
[3] J. Betts, Survey of numerical methods for trajectory optimization, J. Guid. Control Dyn. 21 (1998)
193–207.
[4] C. Canuto, M. Hussaini, A. Quarteroni, T. Zang, Spectral Methods in Fluid Dynamics, Springer
Series in Computational Physics, Springer, Berlin, 1991.
[5] M. Chazal, E. Jouini, R. Tahraoui, Production planning and inventories optimization: A backward
approach in the convex storage cost case, J. Math. Econ. 44(2008) 997–1023.
[6] A. Dolgui, D. Ivanov, S.P. Sethi, B. Sokolov, Scheduling in production, supply chain and industry
4.0 systems by optimal control: fundamentals, state-of-the-art and applications, Int. J. Prod. Res.
57 (2019) 411-432.
[7] G. Elnagar, M.A. Kazemi, M. Razzaghi, The pseudospectral Legendre method for discretizing
optimal control problems, IEEE Trans. Autom. Control 40 (1995) 1793–1796.
[8] F. Fahroo, I.M. Ross, Costate estimation by a Legendre pseudospectral method, J. Guid. Control
Dyn. 24 (2001) 270-277.
[9] F. Fahroo, I. M. Ross, Direct trajectory optimization by a Chebyshev pseudospectral method, J.
Guid. Control Dyn. 25 (2002) 160-166.
[10] B. Fornberg, A Practical Guide to Pseudospectral Methods, Cambridge University Press, Cam-
bridge, 1998.
[11] J.-P. Gayon, S. Vercraene, S.D.P. Flapper, Optimal control of a production-inventory system with
product returns and two disposal options, Eur. J. Oper. Res. 262 (2017) 499–508.
[12] S.M. Hoseini, Approximate solution of nonlinear optimal control problems with scale delay func-
tion via a composite pseudospectral approach, Int. J. Syst. Sci. 54 (2023) 2407–2422.
[13] P. Ignaciuk, Linear-quadratic optimal control of multi-modal distribution systems with imperfect
channels, Int. J. Prod. Res. 60 (2022) 5523–5538.
[14] C.-G. Jung, C.-H. Lee, M.-J. Tahk, Legendre pseudo-spectral method for missile trajectory opti-
mization with free final time, Lect. Notes Electr. Eng. 913 (2023) 569–581.
[15] Z. Li, F. Zhang, J. Zhou, Partial Newton-correction method for multiple fixed points of semi-
linear differential operators by Legendre-Gauss-Lobatto pseudospectral method, J. Sci. Comput.
97(2023) 32.
[16] L.J. Maccini, B. Moore, H. Schaller, Inventory behavior with permanent sales shocks, J. Econ.
Dyn. Control 53 (2015) 290-313.
[17] F. Olsson, Simple modeling techniques for base-stock inventory systems with state dependent de-
mand rates, Math. Methods Oper. Res. 90 (2019) 61–76.
[18] M. Ortega, L. Lin, Control theory applications to the production–inventory problem: a review, Int.
J. Prod. Res. 42 (2004) 2303–2322.
[19] A.V. Rao, A survey of numerical methods for optimal control, Adv. Astronaut. Sci. 135 (2009)
497-528.
[20] H.A. Simon, On the application of servomechanism theory in the study of production control,
Econometrica (1952) 247–268.
[21] L. Tu, Y. Wang, C. Yan, Y. Yang, Optimal transfer orbit design of spacecraft with finite thrust
based on Legendre pseudospectral method, Proc. Inst. Mech. Eng. G: J. Aerosp. Eng. 237 (2023)
1791–1797.
[22] J. Wikner, Dynamic Modelling and Analysis of Information Flows in Production-Inventory and
Supply Chain Systems, Profil (Link¨oping). Link¨oping, 1994.