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Optimization Based Procurement for Transportation Services (Caplice and Sheffi, 2003). Steps of transportation procurement Bid preparation Bid execution Bid analysis and assignment Cost of carriers Line-haul cost Connection to follow-on loads (dwell + deadhaul) Connection cost uncertainty
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Optimization Based Procurement for Transportation Services(Caplice and Sheffi, 2003)
Steps of transportation procurement • Bid preparation • Bid execution • Bid analysis and assignment • Cost of carriers • Line-haul cost • Connection to follow-on loads (dwell + deadhaul) • Connection cost uncertainty • Carriers should be concerned more with economies of scope than economies of scale
Problems with traditional bidding system • Interdependency of lanes is ignores – cost hedging • Cannot consider other factors; e.g., requirements such as minimum volume for preferred carriers. Implications • Shippers should design the bid such that it enhances carrier efficiencies and lower bid prices. A Solution Let carriers submit conditional bids (package bids) – Lanes can be overlapped • Shippers solve an optimization model to determine the assignments to carriers.
Results • Less uncertainty for carriers • Lower bid prices by carriers • Lower transportation cost for shippers • Both shippers and carriers benefit • SCM cost reduced • Potential Savings • Table 1
The optimization model can also incorporate: • Min/Max carriers • Favoring incumbents • Back up carriers • Threshold volume • Performance factors
Discussion Questions • When does it make sense to use optimization? • Who should create package bids? • What performance factors should shippers consider? • Can bidding be used to collaborate across shippers? • Can bidding be used to collaborate across carriers?