Crisp and Soft Computing with Hypercubical Calculus: New Approaches to Modeling in Cognitive Science and Technology with Parity Logic, Fuzzy Logic, and Evolutionary Computing

by Michael Zaus

Overview

In Part I, the impact of an integro-differential operator on parity logic engines (PLEs) as a tool for scientific modeling from scratch is presented. Part II outlines the fuzzy structural modeling approach for building new linear and nonlinear dynamical causal forecasting systems in terms of fuzzy cognitive maps (FCMs). Part III introduces the new type of autogenetic algorithms (AGAs) to the field of evolutionary computing. Altogether, these PLEs, FCMs, and AGAs may serve as conceptual and computational power tools.

Product Details

ISBN-13:	9783662113806
Publisher:	Physica-Verlag HD
Publication date:	03/30/2013
Series:	Studies in Fuzziness and Soft Computing , #27
Edition description:	Softcover reprint of the original 1st ed. 1999
Pages:	425
Product dimensions:	6.10(w) x 9.25(h) x 0.04(d)

Table of Contents

1 Introduction.- 2 Mathematical Foundations of Parity Logic.- 3 Binary Signal Analysis in Parity Logic.- 4 Modeling Perception and Action in Parity Logic.- 5 Parity Logic Engines and Excitable Media.- 6 Transdisciplinary Perspectives of Parity Logic.- 7 Mathematical Foundations of Fuzzy Logic.- 8 Causal Modeling with Fuzzy Cognitive Maps.- 9 Foundations of Evolutionary Computing.- 10 Fundamentals of Autogenetic Algorithms.