Advanced Search
MyIDEAS: Login

New Research Perspectives in the Emerging Field of Computational Intelligence to Economic Modeling

Contents:

Author Info

  • Vasile MAZILESCU

    ()

  • Cornelia NOVAC-UDUDEC

    ()

  • Daniela SARPE

    ()

  • Mihaela NECULITA

    () (Dunarea de Jos University of Galati, Romania)

Abstract

Computational Intelligence (CI) is a new development paradigm of intelligent systems which has resulted from a synergy between fuzzy sets, artificial neural networks, evolutionary computation, machine learning, etc., broadening computer science, physics, economics, engineering, mathematics, statistics. It is imperative to know why these tools can be potentially relevant and effective to economic and financial modeling. This paper presents, after a synergic new paradigm of intelligent systems, as a practical case study the fuzzy and temporal properties of knowledge formalism embedded in an Intelligent Control System (ICS), based on FT-algorithm. We are not dealing high with level reasoning methods, because we think that real-time problems can only be solved by rather low-level reasoning. Most of the overall run-time of fuzzy expert systems is used in the match phase. To achieve a fast reasoning the number of fuzzy set operations must be reduced. For this, we use a fuzzy compiled structure of knowledge, like Rete, because it is required for real-time responses. Solving the match-time predictability problem would allow us to built much more powerful reasoning techniques.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://www.ann.ugal.ro/eco/Doc2009_2/Mazilescu_NovacUdudec_Sarpe_Neculita.pdf
Download Restriction: no

Bibliographic Info

Article provided by "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration in its journal Economics and Applied Informatics.

Volume (Year): (2009)
Issue (Month): 2 ()
Pages: 127-138

as in new window
Handle: RePEc:ddj:fseeai:y:2009:i:2:p:127-138

Contact details of provider:
Postal: No. 59-61, Nicolae Balcescu Street, Postal Code 800008, Galati
Phone: (0040) 336.130.242
Fax: (0040) 336.130.242
Email:
Web page: http://www.feaa.ugal.ro
More information through EDIRC

Related research

Keywords: Computational Intelligence; FT-Algorithm; ICS; Knowledge Formalism;

Find related papers by JEL classification:

References

No references listed on IDEAS
You can help add them by filling out this form.

Citations

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:ddj:fseeai:y:2009:i:2:p:127-138

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Gianina Mihai).

If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.