The first book to tackle the subject in a complete manner from theoretical foundations through to methodologies and their applications, Handbook of Granular Computing is an ideal resource for those involved in theoretical developmentand applications. INDICE: Part One Fundamentals and Methodology of Granular Computing Based on Interval Analysis, Fuzzy Sets and Rough Sets 1 Interval Computation as an Important Part of Granular Computing: An Introduction Vladik Kreinovich 2 Stochastic Arithmetic as a Model of Granular Computing R. Alt and J. Vignes 3 Fundamentals of Interval Analysis and Linkages to Fuzzy Set Theory Weldon A. Lodwick 4 Interval Methods for Non-Linear Equation Solving Applications C. Ryan Gwaltney, Youdong Lin, Luke D. Simoni, and Mark A. Stadtherr 5 Fuzzy Sets as a User-Centric Processing Framework of Granular Computing Witold Pedrycz 6 Measurement and Elicitation of Membership Functions Taner Bilgiç and . Burhan Türk_en 7 Fuzzy Clustering as a Data-Driven Development Environment for Information Granules Paulo Fazendeiro and José Valente de Oliveira 8 Encoding and Decoding of Fuzzy Granules Shounak Roychowdhury 9 Systems of Information Granules F. Hoeppner 10 Logical Connectives for Granular Computing Erich Peter Klement, RadkoMesiar, Andrea Mesiarová-Zemánková and Susanne Saminger 11 Calculi of Information Granules. Fuzzy Relational Equations Siegfried Gottwald 12 Fuzzy Numbers and Fuzzy Arithmetic Luciano Stefanini, Laerte Sorini, and Maria Letizia Guerra 13 Rough-Granular Computing Andrzej Skowron and James F. Peters 14 Wisdom Granular Computing Andrzej Jankowski and Andrzej Skowron 15 Granular Computing for Reasoning about Ordered Data: The Dominance-Based Rough Set Approach Salvatore Greco, Benedetto Matarazzo, and Roman SlowiDski 16 A Unified Approach to Granulation of Knowledge and Granular Computing Based on Rough Mereology: A Survey Lech Polkowski 17 A Unified Framework of Granular Computing Y. Yao 18 Quotient Spaces and Granular Computing Ling Zhang and Bo Zhang 19 Rough Sets and Granular Computing: Toward Rough-Granular Computing Andrzej Skowron and Jaroslaw Stepaniuk 20 Construction of Rough Information Granules Anna GomoliDska 21 Spatiotemporal Reasoning in Rough Sets and Granular Computing Piotr Synak Part Two Hybrid Methods and Models of Granular Computing 22 A Survey of Interval-Valued Fuzzy Sets H. Bustince, J. Montero, M. Pagola, E. Barrenechea, and D. Gomez 23 Measurement Theory and Uncertainty in Measurements: Application of Interval Analysis and Fuzzy Sets Methods Leon Reznik 24 Fuzzy Rough Sets: From Theory into Practice Chris Cornelis, Martine De Cock, and Anna Maria Radzikowska 25 On Type 2 Fuzzy Sets as Granular Models for Words Jerry M. Mendel 26 Design of Intelligent Systems with Interval Type-2 Fuzzy Logic Oscar Castillo and Patricia Melin 27 Theoretical Aspects of Shadowed Sets G. Cattaneo and D. Ciucci 28 Fuzzy Representations of Spatial Relations for Spatial Reasoning Isabelle Bloch 29 RoughNeural Methodologies in Granular Computing Sushmita Mitra and Mohua Banerjee 30 Approximation and Perception in Ethology-Based Reinforcement Learning James F. Peters 31 Fuzzy Linear Programming J. Ramík 32 A Fuzzy Regression Approach to Acquisition of Linguistic Rules Junzo Watada and Witold Pedrycz 33 Fuzzy Associative Memories and Their Relationship to Mathematical Morphology Peter Sussner and Marcos Eduardo Valle 34 Fuzzy Cognitive Maps E.I. Papageorgiou and C.D. Stylios Part Three Applications and Case Studies 35 Rough Setsand Granular Computing in Behavioral Pattern Identification and Planning J.G.Bazan 36 Rough Sets and Granular Computing in Hierarchical Learning Sinh Hoa Nguyen and Hung Son Nguyen 37 Outlier and Exception Analysis in Rough Sets andGranular Computing Tuan Trung Nyuyen 38 Information Access and Retrieval Gloria Bordogna, Donald H. Kraft, and Gabriella Pasi 39 Granular Computing in Medical Informatics G. Bortolan 40 Eigen Fuzzy Sets and Image Information Retrieval Ferdinando Di Martino, Salvatore Sessa, and Hajime Nobuhara 41 Rough Sets and Granular Computing in Dealing with Missing Attribute Values Jerzy W. Grzymala-Busse 42 Granular Computing in Machine Learning and Data Mining E. Huellermeier 43 On Group Decision Making, Consensus Reaching, Voting, and Voting Paradoxes under Fuzzy Preferences and a Fuzzy Majority: A Survey and a Granulation Perspective J. Kacprzyk, S. Zadro
- ISBN: 978-0-470-03554-2
- Editorial: John Wiley & Sons
- Encuadernacion: Cartoné
- Páginas: 1102
- Fecha Publicación: 23/05/2008
- Nº Volúmenes: 1
- Idioma: Inglés