Online Algorithms for the Portfolio Selection Problem
(Sprache: Englisch)
Robert Dochow mathematically derives a simplified classification structure of selected types of the portfolio selection problem. He proposes two new competitive online algorithms with risk management, which he evaluates analytically. The author empirically...
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Robert Dochow mathematically derives a simplified classification structure of selected types of the portfolio selection problem. He proposes two new competitive online algorithms with risk management, which he evaluates analytically. The author empirically evaluates online algorithms by a comprehensive statistical analysis. Concrete results are that follow-the-loser algorithms show the most promising performance when the objective is the maximization of return on investment and risk-adjusted performance. In addition, when the objective is the minimization of risk, the two new algorithms with risk management show excellent performance. A prototype of a software tool for automated evaluation of algorithms for portfolio selection is given.
Inhaltsverzeichnis zu „Online Algorithms for the Portfolio Selection Problem “
Performance Evaluation.- Selected Algorithms from the Literature.- Proposed Algorithms with Risk Management.- Empirical Testing of Algorithms.- A Software Tool for Testing.
Autoren-Porträt von Robert Dochow
Dr. Robert Dochow completed his dissertation under the supervision of Prof. Dr. Günter Schmidt at the Chair of Operations Research and Business Informatics of Saarland University, Saarbrücken, Germany.
Bibliographische Angaben
- Autor: Robert Dochow
- 2016, 1st ed. 2016, XXVI, 185 Seiten, Maße: 14,8 x 21 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 3658135271
- ISBN-13: 9783658135270
- Erscheinungsdatum: 02.06.2016
Sprache:
Englisch
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