面向韧性供应链的采购组合管理:风险厌恶决策中的信息价值

Procurement portfolio management for resilient supply chains: value of information for risk averse decision making

Annals of Operations Research · 2024
被引 12
ABS 3

中文导读

研究了企业利用远期合同、期权合同和现货市场多种采购渠道的补货决策,通过多阶段随机规划模型分析信息更新对风险中性和风险厌恶企业绩效的影响,帮助提升供应链韧性。

Abstract

Abstract In this study, we investigate the replenishment decisions for firms that rely on multiple sources of supplies, including regular forward contracts, option contracts, and the spot market. Our research aims to tackle the challenges arising due to supplier disruptions and the volatility of spot market prices that are correlated with these disruptions. We develop and solve multi-stage stochastic programming models that incorporate demand and supplier disruption information updates, while considering both risk-neutral and risk averse (CVaR) objectives. These models assist organizations with varying risk attitudes in achieving maximum performance by optimally selecting a procurement portfolio based on the availability and quality of updated information. Through analytical solutions and extensive numerical studies, our findings offer novel insights to organizations and policymakers, empowering them to enhance their supply chain resilience during critical supply disruption situations. Therefore, this research has broader implications and aligns with the multiple sustainability objectives outlined in the Sustainable Development Goals (SDGs).

供应链管理风险管理采购组合随机规划运营管理