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Computational Intelligence Based on Lattice Theory (Studies in Computational Intelligence) (Studies in Computational Intelligence)by: Vassilis G. Kaburlasos, Gerhard X. Ritteren 3540726861 9783540726869 |
Computational Intelligence Based on Lattice Theory (Studies in Computational Intelligence) (Studies in Computational Intelligence)
By Vassilis G. Kaburlasos, Gerhard X. Ritter
- Publisher: Springer
- Number Of Pages: 376
- Publication Date: 2007-09-10
- ISBN-10 / ASIN: 3540726861
- ISBN-13 / EAN: 9783540726869
- Binding: Hardcover
Product Description:
The emergence of lattice theory within the field of computational intelligence (CI) is partially due to its proven effectiveness in neural computation. Moreover, lattice theory has the potential to unify a number of diverse concepts and aid in the cross-fertilization of both tools and ideas within the numerous subfields of CI. The compilation of this eighteen-chapter book is an initiative towards proliferating established knowledge in the hope to further expand it. This edited book is a balanced synthesis of four parts emphasizing, in turn, neural computation, mathematical morphology, machine learning, and (fuzzy) inference/logic. The articles here demonstrate how lattice theory may suggest viable alternatives in practical clustering, classification, pattern analysis, and regression applications.