建模和减轻供应链中断作为双层网络流量问题
René Y Glogg1, Anna Timonina-Farkas1, Ralf W Seifert1,2
1École Polytechnique Fédérale de Lausanne (EPFL), EPFL-CDM-MTEI-TOM, ODY 1.03, Station 5, 1015 Lausanne, Switzerland.
概括
本研究引入了两级优化框架,以减轻供应链中断. 该模型通过减少制造商的遗憾来最大限度地降低生产成本,为罕见的高影响场景提供战略.
科学领域:
- 运营研究 运营研究
- 供应链管理 供应链管理
- 优化优化 优化优化
背景情况:
- 全球化和成本削减措施加剧了供应链的脆弱性.
- 有效的风险减轻策略对于现代生产环境至关重要.
- 供应链中断给制造商带来了重大的财务风险.
研究的目的:
- 制定一个有效的风险减轻战略,以应对供应链中断的生产环境.
- 通过优化干扰缓解策略,尽量降低制造商的总生产成本.
- 为了减少制造商在中断场景中的遗憾,使用一个新的双层优化框架.
主要方法:
- 使用双级优化框架来建模问题.
- 该框架制定了一个凸起的网络流程程序,对制造商的遗憾有机会受到限制.
- 一般化的Benders分解和定制的可行性削减用于高效的解决问题.
主要成果:
- 该研究分析了供应链中断和制造商遗憾.
- 遗憾被定义为反应式和预期式生产计划之间的成本差异.
- 拟议的缓解策略减少了对长时间中断的遗憾,以牺牲更短时间的损失.
结论:
- 该研究提供了一种降低生产成本的方法,特别是在罕见但具有重大影响的中断场景下.
- 提供管理层对风险调整生产的见解.
- 该框架有效地平衡了不同中断时间对整体成本的影响.
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