Polyhedral Coherent Risk Measures, Portfolio Optimization and Investment Allocation Problems
Abstract
The class of polyhedral coherent risk measures that could be used in decision- making under uncertainty is studied. Properties of these measures and invariant operations are considered. Portfolio optimization problems on the return -risk ratio using these risk measures are analyzed.
The developed mathematical technique allows to solve large-scale portfolio problems by standard linear programming methods as an example of applications, investment allocation problems under risk of catastrophic floods are considered.