Granular Computing

Analysis and Design of Intelligent Systems

Nonfiction, Computers, Programming, Systems Analysis, Science & Nature, Technology, Electricity, Electronics
Cover of the book Granular Computing by Witold Pedrycz, CRC Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Witold Pedrycz ISBN: 9781351832625
Publisher: CRC Press Publication: September 3, 2018
Imprint: CRC Press Language: English
Author: Witold Pedrycz
ISBN: 9781351832625
Publisher: CRC Press
Publication: September 3, 2018
Imprint: CRC Press
Language: English

Information granules, as encountered in natural language, are implicit in nature. To make them fully operational so they can be effectively used to analyze and design intelligent systems, information granules need to be made explicit. An emerging discipline, granular computing focuses on formalizing information granules and unifying them to create a coherent methodological and developmental environment for intelligent system design and analysis. Granular Computing: Analysis and Design of Intelligent Systems presents the unified principles of granular computing along with its comprehensive algorithmic framework and design practices.

  • Introduces the concepts of information granules, information granularity, and granular computing
  • Presents the key formalisms of information granules
  • Builds on the concepts of information granules with discussion of higher-order and higher-type information granules
  • Discusses the operational concept of information granulation and degranulation by highlighting the essence of this tandem and its quantification in terms of the associated reconstruction error
  • Examines the principle of justifiable granularity
  • Stresses the need to look at information granularity as an important design asset that helps construct more realistic models of real-world systems or facilitate collaborative pursuits of system modeling
  • Highlights the concepts, architectures, and design algorithms of granular models
  • Explores application domains where granular computing and granular models play a visible role, including pattern recognition, time series, and decision making

Written by an internationally renowned authority in the field, this innovative book introduces readers to granular computing as a new paradigm for the analysis and synthesis of intelligent systems. It is a valuable resource for those engaged in research and practical developments in computer, electrical, industrial, manufacturing, and biomedical engineering. Building from fundamentals, the book is also suitable for readers from nontechnical disciplines where information granules assume a visible position.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Information granules, as encountered in natural language, are implicit in nature. To make them fully operational so they can be effectively used to analyze and design intelligent systems, information granules need to be made explicit. An emerging discipline, granular computing focuses on formalizing information granules and unifying them to create a coherent methodological and developmental environment for intelligent system design and analysis. Granular Computing: Analysis and Design of Intelligent Systems presents the unified principles of granular computing along with its comprehensive algorithmic framework and design practices.

Written by an internationally renowned authority in the field, this innovative book introduces readers to granular computing as a new paradigm for the analysis and synthesis of intelligent systems. It is a valuable resource for those engaged in research and practical developments in computer, electrical, industrial, manufacturing, and biomedical engineering. Building from fundamentals, the book is also suitable for readers from nontechnical disciplines where information granules assume a visible position.

More books from CRC Press

Cover of the book Ethics, Politics, and Whistleblowing in Engineering by Witold Pedrycz
Cover of the book Pathology of Bladder Cancer (1983) by Witold Pedrycz
Cover of the book Biofluid Mechanics by Witold Pedrycz
Cover of the book Industrial Communication Systems by Witold Pedrycz
Cover of the book Phosphatidate Phosphohydrolase (1988) by Witold Pedrycz
Cover of the book Management of Animal Care and Use Programs in Research, Education, and Testing by Witold Pedrycz
Cover of the book A Concise Introduction to Programming in Python by Witold Pedrycz
Cover of the book Physical Methods for Materials Characterisation by Witold Pedrycz
Cover of the book Animated Realism by Witold Pedrycz
Cover of the book Large-Scale Mammalian Cell Culture Technology by Witold Pedrycz
Cover of the book Environmental Chemicals Desk Reference by Witold Pedrycz
Cover of the book Environmental Microbiology for Engineers by Witold Pedrycz
Cover of the book II-VI Semiconductor Materials and their Applications by Witold Pedrycz
Cover of the book Modeling and Simulation of Systems Using MATLAB and Simulink by Witold Pedrycz
Cover of the book Real Analysis and Probability by Witold Pedrycz
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy