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
1. Verfasser: Ignatov, A. N.
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.
ISSN:0005-1179
1608-3032
DOI:10.1134/S0005117920120036