Abstract
We study a robust stochastic optimization problem in the quasi-sure setting in discrete-time. We show that under a linearity-type condition the problem admits a maximizer. This condition is implied by the no-arbitrage condition in models of financial markets. As a corollary, we obtain existence of a utility maximizer in the frictionless market model, markets with proportional transaction costs and also more general convex costs, like in the case of market impact.
Original language | English |
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Pages (from-to) | 1912-1937 |
Number of pages | 26 |
Journal | SIAM Journal on Control and Optimization |
Volume | 56 |
Issue number | 3 |
DOIs | |
Publication status | Published - 2018 |
Externally published | Yes |
Bibliographical note
Publisher Copyright:© 2018 Society for Industrial and Applied Mathematics.
ASJC Scopus Subject Areas
- Control and Optimization
- Applied Mathematics
Keywords
- Financial markets with friction
- Robust optimization
- Utility maximization