Institutional Repository [SANDBOX]
Technical University of Crete
EN  |  EL

Search

Browse

My Space

Combining argumentation and hybrid evolutionary systems in a portfolio construction application

Spanoudakis Nikolaos I., Pendaraki Konstantina, Beligiannis Grigorios

Simple record


URIhttp://purl.tuc.gr/dl/dias/9EDBEF41-415E-462C-AD77-292248B5353D-
Identifierhttp://users.isc.tuc.gr/~nispanoudakis/resources/CIMA-08-SpanoudakisPendarakiBeligiannis.pdf-
Languageen-
TitleCombining argumentation and hybrid evolutionary systems in a portfolio construction applicationen
CreatorSpanoudakis Nikolaos I.en
CreatorΣπανουδάκης Νικόλαος Ι.el
CreatorPendaraki Konstantinaen
CreatorBeligiannis Grigoriosen
Content SummaryIn this paper we present an application for the construction of mutual fund portfolios. It is based on a combination of Intelligent Methods, namely an argumentation based decision making framework and a forecasting algorithm combining Genetic Algorithms (GA), MultiModel Partitioning (MMP) theory and Extended Kalman Filters (EKF). The argumentation framework is employed in order to develop mutual funds performance models and to select a small set of mutual funds, which will compose the final portfolio. The forecasting algorithm is employed in order to forecast the market status (inflating or deflating) for the next investment period. The knowledge engineering approach and application development steps are also discussed.en
Type of ItemΠλήρης Δημοσίευση σε Συνέδριοel
Type of ItemConference Full Paperen
Licensehttp://creativecommons.org/licenses/by/4.0/en
Date of Item2015-11-14-
Date of Publication2008-
SubjectDynamic systems, Hybriden
SubjectHybrid dynamic systemsen
Subjecthybrid systemsen
Subjectdynamic systems hybriden
Subjecthybrid dynamic systemsen
Bibliographic CitationN. Spanoudakis, K. Pendaraki and G. Beligiannis, "Combining Argumentation and Hybrid Evolutionary Systems in a Portfolio Construction Application", in Proceedings of the first International Workshop on Combinations of Intelligent Methods and Applications in conjunction with the 18th European Conference on Artificial Intelligence, 21-22 July 2008.en

Services

Statistics