Speaker: Chadi Kari Day: Wednesday, 12/7/2005 Room: ITEB 201 Time: 3:30pm Title: On the Cost and Benefits of Procrastination: Approximation Algorithms for Stochastic Combinatorial Optimization Problems Abstract: Combinatorial optimization is often used to plan ahead, purchasing and allocating resources for needs that are not known at the time of the solution. This advanced planning is useful because purchasing ressources becomes expensive at the last minute when the exact demands are known. On the other hand, the "wait and see" approach allows us to take advantage of late arriving information. Often a tradeoff is needed. In this setting the authors consider a number of combinatorial optimization problems, and show how to approximately optimize the choice of what to purchase ahead and what to defer. Reference: On the Cost and Benefits of Procrastination: Approximation Algorithms for Stochastic Combinatorial Optimization Problems (SODA 2004) Nicole Immorlica, David Karger, Maria Minkoff, Vahab S. Mirrokni