Detailansicht
Computational Intelligence Based on Lattice Theory
Studies in Computational Intelligence 67
ISBN/EAN: 9783642091742
Umbreit-Nr.: 980640
Sprache:
Englisch
Umfang: xvi, 375 S.
Format in cm:
Einband:
kartoniertes Buch
Erschienen am 25.11.2010
Auflage: 1/2007
- Zusatztext
- InhaltsangabePart I Neural Computation.- Part II Mathematical Morphology Applications.- Part III Machine Learning Applications.- Part IV Logic and Inference.
- Kurztext
- 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.