Kaburlasos, Vassilis G (ed)

Computational intelligence based on lattice theory / Vassilis G Kaburlasos and Gerhard X Ritter - New York : Springer, 2007 - xvi, 375p, 24cm. - Studies in computational intelligence; 67 .

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.

9783540726869


Computational intelligence
Lattice theory

006.3 / KAB