On the Construction of Positional Control in a Multistep Portfolio Optimization Problem with Probabilistic Criterion
We consider a multistep portfolio optimization problem. At every time step, capital can be invested either in a risk-free asset with fixed income or in a risky asset with a random return with a finite density. The optimality criterion is the probability of reaching or exceeding the investor’s capita...
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Veröffentlicht in: | Automation and remote control 2020-12, Vol.81 (12), p.2181-2193 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | We consider a multistep portfolio optimization problem. At every time step, capital can be invested either in a risk-free asset with fixed income or in a risky asset with a random return with a finite density. The optimality criterion is the probability of reaching or exceeding the investor’s capital at the terminal time moment at a certain predetermined level. Based on the use of piecewise constant control, we propose a positional control that surpasses previously known universal controls, which are used in portfolio optimization problems, in terms of the value of the probabilistic criterion on a wide set of examples. |
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ISSN: | 0005-1179 1608-3032 |
DOI: | 10.1134/S0005117920120036 |