Dynamic stochastic matching problems arise in a variety of recent applications, ranging from ridesharing and online video games to kidney exchange. Such problems are naturally formulated as Markov ...

This is a preview. Log in through your library . Abstract In this paper, we present a unified approach to study a class of cooperative games arising from inventory centralization. The optimization ...

Professor Ruszczynski’s interests are in the theory, numerical methods and applications of stochastic optimization. He is author of "Nonlinear Optimization", "Lectures on Stochastic programming", and ...

Seasonal influenza is a major public health concern, and the first line of defense is the flu shot. Antigenic drifts and the high rate of influenza transmission require annual updates to the flu shot ...

Stochastic Sauna is a traditional workshop that brings together researchers and students working on probability, statistics, and their applications. The 2022 occasion will be held on 20th December ...

Crane, D. B. "A Stochastic Programming Model for Commercial Bank Bond Portfolio Management." Journal of Financial and Quantitative Analysis 6, no. 3 (June 1971).

In this paper we study the problems of pricing and optimizing sidecar and collateralized reinsurance portfolios. The academic literature on sidecar portfolio optimization that takes into account the ...

Research areas: Machine Learning-Augmented Optimization, Probabilistic Machine Learning, Large-Scale Combinatorial Optimization, Stochastic Programming, Uncertainty Quantification, Supply/Value Chain ...

We consider optimal consumption and (strategic) asset allocation of an investor with uncertain lifetime. The problem is solved using a multi-stage stochastic linear programming (SLP) model to ...