Warianty tytułu
Języki publikacji
Abstrakty
The paper presents the process of taking global decisions on the basis of the knowledge of local decision systems involving the mutually complementary observations of objects which can be mutually contradictory. The authors suggest the organization of local decision systems into a multiagent system with a hierarchical structure. The structure of multi-agent systems and the theoretical aspects of the organization of the system are presented. A density-based algorithm has been used in the process of taking global decisions. Furthermore the paper presents the results of experiments conducted using realistic data.
Czasopismo
Rocznik
Tom
Strony
121-141
Opis fizyczny
Bibliogr. 23 poz., tab.
Twórcy
autor
autor
- Institute of Mathematics, Silesian University, Katowice, Poland, malgorzataprzybyla@poczta.fm
Bibliografia
- [1] Bazan, J., Peters, J., Skowron, A., Nguyen, H., Szczuka, M.: Rough set approach to pattern extraction from classifiers. In: Electronic Notes in Theoretical Computer Science 82, Elsevier Science Publishers (2003)
- [2] Deja, R.: Conflict Analysis, Rough Sets; New Developments. In: Polkowski, L. (eds.) Studies in Fuzziness and Soft Computing, Physical-Verlag (2000)
- [3] Dorigo, M., DiCaro, G., Gambardella, L.M.: Ant Algorithms for Discrete Optimalisation. Artificial Life 5, 137-172 (1999)
- [4] Dorigo, M., Blum, C.: Ant colony optimization theory: A survey. Theoretical Computer Science 344, 243-278 (2005)
- [5] Ester, M., Kriegel, H.P., Sander, J., Xu, X.: A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. In: Proceedings of 2nd International Conference on Knowledge Discovery and Data Mining, pp. 226-231. KDD (1996)
- [6] Kuncheva, L.: Combining Pattern Classifiers Methods and Algorithms, John Wiley & Sons (2004)
- [7] Larose, D.T.: Data Mining: Methods and Models. John Wiley & Sons, Inc. New York (2006)
- [8] Larose, D.T.: Discovering Knowledge in Data: An Introduction to Data Mining. John Wiley & Sons, Inc. New York (2005)
- [9] Mulawka, J.J.: Systemy ekspertowe.WNT, Warsaw (1996)
- [10] Pawlak, Z.: An Inquiry Anatomy of Conflicts. Journal of Information Sciences 109, 65-78 (1998)
- [11] Pawlak, Z.: On Conflicts. Int. J. of Information and Computer Science 11, 344-356 (1984)
- [12] Pawlak, Z.: Rough Sets: Theoretical aspects of reasoning about data. Kluwer Academic Publishers, Boston (1991)
- [13] Po-Hsian, H.: An application of quantitative techniques to conflict resolution in a multi-agent system. Computers and Electrical Engineering 29, 757-779 (2003)
- [14] Polkowski, L., Araszkiewicz, B.: A rough set approach to estimating the game value and the Shapley value from data, Fundamenta Informaticae 53, 335-343 (2003)
- [15] Polkowski, L., Skowron, A.: Synthesis of complex objects: rough mereological approach. Proceedings of The Multi-Agent Day, Warsaw (1998)
- [16] Skowron, A., Deja, R.: On Some ConflictModels and Conflict Resolutions. Romanian Journal of Information Science and technology 3(1-2), 69-82 (2002)
- [17] Straffin, P.: Game Theory and Strategy.Mathematical Association of America,Washington (1993)
- [18] Sycara, K., Zeng, D.: Coordination of Multiple Intelligent Software Agents. International Journal of Cooperative Information Systems 5(2-3), 181-211 (1996)
- [19] Ślęzak, D., Wróblewski, J., Szczuka, M.: Neural network architecture for synthesis of the probabilistic rule based classifiers. In: Electronic Notes in Theoretical Computer Science 82, Elsevier Science Publishers (2003)
- [20] Wakulicz-Deja, A., Przybyła-Kasperek, M.: Podejmowanie decyzji globalnej z zastosowaniem hierarchicznego systemu wieloagnetowego oraz algorytmu mrówkowego. ZN Pol. "Sl. Studia Informatica Vol. 30, No. 2A (83), 213-227 (2009)
- [21] Wakulicz-Deja, A., Przybyła-Kasperek, M.: Hierarchiczny system wieloagentowy. ZN Pol. "Sl. Studia Informatica Vol. 28, No. 4 (74), 63-80 (2007)
- [22] Wakulicz-Deja, A., Przybyła-Kasperek, M.: Hierarchical Multi-Agent System, Recent Advances in Intelligent Information Systems, Academic Publishing House EXIT, 615-628 (2009)
- [23] Wakulicz-Deja, A., Podstawowy systemów ekspertowych. Zagadnienia implementacji. ZN Pol. "Sl. Studia Informatica Vol. 3 (64), 51-68 (2005)
Typ dokumentu
Bibliografia
Identyfikatory
Identyfikator YADDA
bwmeta1.element.baztech-article-BUS8-0010-0064