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Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory

Computational Intelligence and Soft Computing Applications

Springer Berlin,
Buch
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Kurzbeschreibung

By ‘model’ we mean a mathematical description of a world aspect. With the proliferation of computers a variety of modeling paradigms emerged under computational intelligence and soft computing. An advancing technology is currently fragmented due, as well, to the need to cope with different types of data in different application domains. This research monograph proposes a unified, cross-fertilizing approach for knowledge-representation and modeling based on lattice theory. The emphasis is on clustering, classification, and regression applications. It is shown how rigorous analysis and design can be pursued in soft computing using conventional (hard computing) methods. Moreover, non-Turing computation can be pursued. The material here is multi-disciplinary based on our on-going research published in major scientific journals and conferences. Experimental results by various algorithms are demonstrated extensively. Relevant work by other authors is also presented both extensively and comparatively.

Details
Schlagworte

Titel: Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory
Autoren/Herausgeber: Vassilis G. Kaburlasos
Aus der Reihe: Studies in Computational Intelligence
Ausgabe: Softcover reprint of hardcover 1st ed. 2006

ISBN/EAN: 9783642070587

Seitenzahl: 245
Format: 23,5 x 15,5 cm
Produktform: Taschenbuch/Softcover
Gewicht: 415 g
Sprache: Englisch

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