scholarly journals Put your money where your forecast is: Supply chain collaborative forecasting with cost-function-based prediction markets

Author(s):  
Majid Karimi ◽  
Nima Zaerpour
Author(s):  
Mina SAEE BOSTANABAD ◽  
Javad MEHRI-TEKMEH ◽  
Ali Moghanni DEHKHARGHANI

In this paper, multiproduct supply chain network is investigated with equity consideration,namely, obtaining the optimal flow pattern, in such a way that no user in the network can increasehis(her) benefit with change in product’s sending path. However, each kind of products, has anindividual cost function and, at the same time, contributes to its own and other product’s cost functionin an individual way. An algorithm is developed to find optimal flow pattern for such multiproductsupply chain network.


Author(s):  
Mina Saee Bostanabad ◽  
Javad Mehri-Tekmeh ◽  
Mirkamal Mirnia ◽  
Ali Moghanni Dehkharghani

In this paper, multiproduct supply chain network model is developed with system opti-mization perspective. Each kind of products has an individual cost function and, at the same time,contributes to its own and other product's cost function in an individual way. The well-known equi-librium algorithm is extended to nd system optimization pattern for such multiproduct supply chainnetwork.


Symmetry ◽  
2021 ◽  
Vol 13 (9) ◽  
pp. 1695
Author(s):  
Jui-Jung Liao ◽  
Hari Srivastava ◽  
Kun-Jen Chung ◽  
Shih-Fang Lee ◽  
Kuo-Nan Huang ◽  
...  

This article considers an inventory model for non-instantaneous deteriorating items with expiration dates, such as seasonal items, first-hand vegetables, and fruits. Interestingly, an inspection will be performed to manage the quality of the items during the state of no deterioration because it is difficult to purchase items with 100% perfection. Additionally, we assume that the upstream member has the power of controlling or influencing downstream members’ decisions. That is, the supplier asks the retailer for a partial advance payment to avoid cancellation of orders and offers them a credit payment to stimulate sales; in turn, the customer must pay some cash when placing an order and pay the remainder in credit for the retailer. The goal of this article is to determine an optimal replenishment cycle and the total annual cost function, so we explore the functional properties of the total annual cost function and show that the total annual cost function is convex. Theoretical analysis of the optimal properties shows the existence and uniqueness of the optimal solution. Then, we obtain simple and easy solution procedures for the inventory system. Moreover, numerical analysis of the inventory model is conducted, and the corresponding examples are considered with a view to illustrating the application of the supply chain model that we have investigated in this article. Finally, in the concluding section, we have not only provided the motivation and the need for our usages of mathematical analytic solution procedures based upon the convexity, monotonicity (increasing and decreasing) and differentiability properties of the object function (that is, the total annual cost function), which involve some symmetry aspects of the object function, but we have also indicated the limitations and shortcomings in our investigation, which will naturally lead to some potential directions for further research on the supply chain model, which we have considered and mathematically analyzed in this article.


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