A novel interval optimisation approach is developed to include imprecise forecasts into the portfolio selection process for investors measuring upside potential and downside risk as deviations from a target return. Crisp scenarios are substituted by interval scenarios and the resulting interval optimisation problem is solved in a tractable manner by means of a bi-objective formulation exploiting a partial order relation between intervals. Four utility case studies involving assets from the F.T.S.E. M.I.B. Index are considered to illustrate how impreciseness can be efficiently handled in portfolio management.
Interval-valued upside potential and downside risk portfolio optimisation / Kaucic, Massimiliano; Daris, Roberto. - In: EKONOMSKA ISTRAžIVANJA. - ISSN 1331-677X. - STAMPA. - 30:1(2017), pp. 1406-1426. [10.1080/1331677X.2017.1340180]
Interval-valued upside potential and downside risk portfolio optimisation
KAUCIC, MASSIMILIANO;DARIS, ROBERTO
2017-01-01
Abstract
A novel interval optimisation approach is developed to include imprecise forecasts into the portfolio selection process for investors measuring upside potential and downside risk as deviations from a target return. Crisp scenarios are substituted by interval scenarios and the resulting interval optimisation problem is solved in a tractable manner by means of a bi-objective formulation exploiting a partial order relation between intervals. Four utility case studies involving assets from the F.T.S.E. M.I.B. Index are considered to illustrate how impreciseness can be efficiently handled in portfolio management.| File | Dimensione | Formato | |
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Interval valued upside potential and downside risk portfolio optimisation.pdf
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