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Fall 2006 Seminar Series
MASSACHUSETTS INSTITUTE OF TECHNOLOGY
OPERATIONS RESEARCH CENTER
FALL 2006 SEMINAR SERIES
DATE: Thursday, November 2, 2006
LOCATION: E40-298
TIME: 4:15pm
Reception immediately following in the Philip M. Morse Reading Room, E40-106
TITLE
Risk Management in Supply Chains: An Operations Management Perspective
ABSTRACT
This talk will describe several models on risk management in supply
chains, with an emphasis on managing demand uncertainty with
dual supply contracts. We model a buyer's procurement and contracting
decisions with two suppliers with different leadtimes. At the
beginning of a finite planning horizon, the suppliers offer contracts
in the form of unit reservation and execution prices, per period
maximum capacity limits, and minimum order commitments. The buyer
first chooses a pair of contracts (one from each supplier) and
reserves per period upper and lower order bounds. During the
planning horizon, she then meets random demand by procuring from
the suppliers according to the terms of the contracts chosen.
We analytically characterize the optimal policy, which is computationally
intractable due to high dimensions of state and decision variables.
As an alternative, we propose a plausible and managerially insightful
policy, and compare its performance with the optimal solution
as well as an analytical lower bound on the optimal cost. Because
we combine important tactical (i.e., capacity and pricing) and
operational (i.e., inventory) decisions in a dual supply model,
our methodology can be used to explain diverse sourcing strategies
practiced by many companies in various industries.
Joint work
with Ozgur Yazlali
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