Principles on the benefits of manufacturing process flexibility
Management Science
The Sample Average Approximation Method for Stochastic Discrete Optimization
SIAM Journal on Optimization
Process Flexibility in Supply Chains
Management Science
Manufacturing & Service Operations Management
Robust global supply network design
Information-Knowledge-Systems Management - Enterprise Transformation: Manufacturing in a Global Enterprise
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We developed a strategic-planning model to optimize BMW's allocation of various products to global production sites over a 12-year planning horizon. It includes the supply of materials as well as the distribution of finished cars to the global markets. It determines the investments needed in the three production departments, body assembly, paint shop, and final assembly, for every site and the financial impact on cash flows. The model has improved the transparency and flexibility of BMW's strategic-planning process.