A Tree-Search Heuristic for Stochastic Production-Distribution Planning with Transportation Mode-Dependent Lead Times
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Overview
Syllabus
Intro
Summary of the SPDPL
One-Warehouse Multi-Retailer Problems
Production-Routing Problems
Dual Sourcing
Summary of the literature
Decomposition of the time periods.
Rolling horizon framework to take the decisions
SPDPL multi-stage static-dynamic model
Dynamic programming
Branch and cut
Flow-based guiding heuristic
Flow improvement sub-problem
Instances
Comparisons with CPLEX
Value of stochastic solutions
Scenario trees to sample randomness
Impact of the scenario tree
Generalizing the transportation modes
Preliminary experiments
Conclusion
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GERAD Research Center