Browsing High Performance Computation for Engineered Systems (HPCES) by Author "Bertsimas, Dimitris J."
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Applications of Semidefinite Optimization in Stochastic Project Scheduling
Bertsimas, Dimitris J.; Natarajan, Karthik; Teo, Chung Piaw (2002-01)We propose a new method, based on semidefinite optimization, to find tight upper bounds on the expected project completion time and expected project tardiness in a stochastic project scheduling environment, when only limited ... -
Bounds on Linear PDEs via Semidefinite Optimization
Bertsimas, Dimitris J.; Caramanis, Constantine (2002-01)Using recent progress on moment problems, and their connections with semidefinite optimization, we present in this paper a new methodology based on semidefinite optimization, to obtain a hierarchy of upper and lower bounds ... -
Optimal Bidding in Online Auctions
Bertsimas, Dimitris J.; Hawkins, Jeff; Perakis, Georgia (2002-01)Online auctions are arguably one of the most important and distinctly new applications of the internet. The predominant player in online auctions, eBay, has over 18.9 milllion users, and it was the host of over $5 billion ... -
Robust Discrete Optimization
Bertsimas, Dimitris J.; Sim, Melvyn (2003-01)We propose an approach to address data uncertainty for discrete optimization problems that allows controlling the degree of conservatism of the solution, and is computationally tractable both practically and theoretically. ... -
A Robust Optimization Approach to Supply Chain Management
Bertsimas, Dimitris J.; Thiele, Aurélie (2004-01)We propose a general methodology based on robust optimization to address the problem of optimally controlling a supply chain subject to stochastic demand in discrete time. The attractive features of the proposed approach ...