Financial Engineering Seminar

September, 16, 2005(Fri)
Time: 1:55 pm,
Place: 303 Weil Hall (conference room)

Introduction to Risk-Averse Optimization

Andrzej Ruszczynski

Department of Management Science and Information Systems

Rutgers University

rusz@rutcor.rutgers.edu



Abstract:

We shall discuss several methods for modeling risk aversion in stochastic optimization. Particular attention will be given to mean-risk models, general risk functionals, and modeling via benchamark outcomes. For all these models we shall develop optimality conditions, and discuss specialized numerical methods. The results will be illustrated with a portfolio optimization problem of large dimension.




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