FOURTH INTERNATIONAL SYMPOSIUM ON
IMPRECISE PROBABILITIES AND THEIR APPLICATIONS
Carnegie Mellon University
Pittsburgh, PA, USA
July 20-23 2005

ISIPTA'05 ELECTRONIC PROCEEDINGS

Dan Berleant, Mathieu Dancre, Jean-Philippe Argaud, Gerald Sheble

Electric Company Portfolio Optimization Under Interval Stochastic Dominance Constraints

Abstract

This paper addresses the problem of market risk management for a company in the electricity industry. When dealing with corporate volumetric exposure, there is a need for a methodology that helps to manage the aggregate risks in energy markets. The originality of the approach presented lies in the use of intervals to formulate a specific portfolio optimization problem under stochastic dominance constraints.

Keywords. Portfolio Optimization, Risk Analysis, Stochastic Dominance

Paper Download

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Authors addresses:

Dan Berleant
Dept. of Electrical and Computer Engineering
Iowa State University
3215 Coover Hall
50011 Ames, Iowa
USA

Mathieu Dancre
EDF R&D OSIRIS
Bur. B-336,
1, av du Général de Gaulle
F-92141 Clamart cedex

Jean-Philippe Argaud
EDF R&D OSIRIS
1 avenue du Général de Gaulle
F-92141 CLAMART Cedex
France

Gerald Sheble
2215 Coover Hall
Ames, Iowa 50011

E-mail addresses:

Dan Berleant berleant@iastate.edu
Mathieu Dancre mathieu.dancre@edf.fr
Jean-Philippe Argaud jean-philippe.argaud@edf.fr
Gerald Sheble gsheble@iastate.edu


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