In this paper, we establish a nonlinear complementarity model and algorithm for supply chain equilibrium management problem consisting of manufacturers, retailers and consumer markets. This work focus on the price of the goods of retailer sell to consumer market in which is a function of the amount of products that are transacted between the retailer and the consumer. Based on this, we investigate the optimizing behavior of the various decision-makers, derive the equilibrium conditions of the manufacturers, the retailers and the consumer markets respectively, and establish a nonlinear complementarity model of this problem. To obtain optimal decision for the problem, we propose a new type of algorithm based on established model, and its global convergence is presented without the assumption of global Lipschitz continuous in detail. The efficiency of given algorithm is also illustrated through some numerical examples.
Citation: |
[1] |
D. P. Bertsekas, Nonlinear Programming, 2$^{nd}$ edition, Athena Scientific Optimization and Computation Series, Athena Scientific, Belmont, MA, 1999.
![]() ![]() |
[2] |
J. Dong, D. Zhang and A. Nagurney, A supply chain network equilibrium model with random demands, European J. Oper. Res., 156 (2004), 194-212.
doi: 10.1016/S0377-2217(03)00023-7.![]() ![]() ![]() |
[3] |
F. Facchinei and J.-S. Pang, Finite-Dimensional Variational Inequalities and Complementarity Problems. Vol. I, Springer Series in Operations Research, Springer-Verlag, New York, 2003.
doi: 10.1007/b97543.![]() ![]() ![]() |
[4] |
J. Geunes, P. M. Pardalos and H. E. Romeijn, Supply Chain Management: Models, Applications, and Research Directions, Applied Optimization, 62, Springer, Boston, MA, 2002.
doi: 10.1007/b106640.![]() ![]() |
[5] |
S. Karamardian, Complementarity problems over cones with monotone and pseudomonotone maps, J. Optim. Theory Appl., 18 (1976), 445-454.
doi: 10.1007/BF00932654.![]() ![]() ![]() |
[6] |
Y. H. Lee, P. Golinska-Dawson and J.-Z. Wu, Mathematical models for supply chain management, Math. Probl. Engrg., 2016 (2016), 1-4.
doi: 10.1155/2016/6167290.![]() ![]() |
[7] |
A. Nagurney, J. Cruz, J. Dong and D. Zhang, Supply chain networks, electronic commerce, and supply side and demand side risk, European J. Oper. Res., 164 (2005), 120-142.
doi: 10.1016/j.ejor.2003.11.007.![]() ![]() |
[8] |
M. A. Noor, General variational inequalities, Appl. Math. Lett., 1 (1988), 119-121.
doi: 10.1016/0893-9659(88)90054-7.![]() ![]() ![]() |
[9] |
D. Simchi-Levi, S. D. Wu, and Z.-J. Shen, Handbook of Quantitative Supply Chain Analysis. Modeling in the E-Business Era, International Series in Operations Research & Management Science, 74, Springer, Boston, MA, 2004.
doi: 10.1007/978-1-4020-7953-5.![]() ![]() |
[10] |
H. Stadtler, C. Kilger and H. Meyr, Supply Chain Management and Advanced Planning, Springer-Verlag, Berlin Heidelberg, 2015.
![]() |
[11] |
H.-C. Sun and Y.-L. Dong, A new type of solution method for the generalized linear complementarity problem over a polyhedral cone, Internat. J. Automat. Comput., 6 (2009), 228-233.
doi: 10.1007/S11633-009-0228-Y.![]() ![]() |
[12] |
Y. Wang, F. Ma and J. Zhang, A nonsmooth L-M method for solving the generalized nonlinear complementarity problem over a polyhedral cone, Appl. Math. Optim., 52 (2005), 73-92.
doi: 10.1007/s00245-005-0823-4.![]() ![]() ![]() |
[13] |
N. Xiu and J. Zhang, Some recent advances in projection-type methods for variational inequalities, J. Comput. Appl. Math., 152 (2003), 559-585.
doi: 10.1016/S0377-0427(02)00730-6.![]() ![]() ![]() |
[14] |
E. H. Zarantonello, Projections on convex sets in Hilbert space and spectral theory. I. Projections on convex sets, in Contributions to Nonlinear Functional Analysis, Academic Press, New York, 1971, 237–341.
![]() ![]() |
[15] |
D. Zhang, J. Dong and A. Nagurney, A supply chain network economy: Modeling and qualitative analysis, in Innovations in Financial and Economic Networks, Edward Elgar Publishers, 2003. Available from: https://www.researchgate.net/profile/Anna-Nagurney/publication/41463218_A_supply_Chain_Network_Economy_Modeling_and_Qualitative_Analysis/links/55427f330cf24107d394710c/A-supply-Chain-Network-Economy-Modeling-and-Qualitative-Analysis.pdf.
![]() |
[16] |
D. Zhang, F. Zou, S. Li and L. Zhang, Green supply chain network design with economies of scale and environmental concerns, J. Adv. Transport., 2017 (2017), 1-14.
doi: 10.1155/2017/6350562.![]() ![]() |
[17] |
X. Zhang, F. Ma and Y. Wang, A Newton-type algorithm for generalized linear complementarity problem over a polyhedral cone, Appl. Math. Comput., 169 (2005), 388-401.
doi: 10.1016/j.amc.2004.09.057.![]() ![]() ![]() |
The network structure of the supply chain equilibrium problem
The network structure of
The network structure of
The supply chain equilibrium management problem consists of 2 manufacturers, 1 retailer and 1 consumer market