区块链在金融机构主导的供应链金融系统中的优化研究

The optimisation research of Blockchain application in the financial institution-dominated supply chain finance system

International Journal of Production Research · 2022
被引 30
ABS 3

中文导读

研究了金融机构主导的供应链金融系统中区块链应用的安全、成本与效率权衡,提出非线性整数规划模型和蚁群算法来优化区块链设计方案,实现系统整体最优。

Abstract

As an information technology that could significantly improve supply chain visibility and process automation, blockchain has been extensively applied in the field of supply chain finance (SCF). However, tradeoffs among the security, the operation cost, and the efficiency of the blockchain system may cause the SCF system dominated by a financial institution to inevitably fall into the dilemmas of risky or un-economic if the blockchain technology is applied inappropriately. Therefore, the objective of this paper is to optimise the blockchain application in the financial institution-based SCF system. We first analyse the application of blockchain security in SCF, and then the performance tradeoffs of blockchain and its impact on the performance of the supported SCF system. Based on the analysis above, an optimisation approach has been proposed and a corresponding non-linear integer programming (NIP) model has been constructed to select the best blockchain design schemes for the SCF system to achieve overall optimal in terms of security, cost, and efficiency. A designed ant colony algorithm is used to solve the optimisation problem. An application case analysis is used to verify the feasibility and effectiveness of the optimisation model.

供应链金融区块链金融科技优化模型