Computational Intelligence Based on Lattice Theory

丛 书 名：Studies in Computational Intelligence

版本说明：2007

作     者：Vassilis G. Kaburlasos Gerhard X. Ritter 

I S B N：(纸本) 9783540726869 

出 版 社：Springer Berlin Heidelberg 

出 版 年：2007年

摘      要：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.