Granular Computing Analysis and Design of Intelligent Systems

Granular computing focuses on formalizing information granules and unifying them to create a coherent methodological and developmental environment for intelligent system design and analysis. This innovative book presents the unified principles of granular computing along with its comprehensive algor...

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Hlavní autor: Pedrycz, Witold
Médium: E-kniha
Jazyk:angličtina
Vydáno: United States CRC Press 2013
Taylor & Francis Group
Vydání:1
Edice:Industrial electronics series
Témata:
Computer programming, programs, data
Expert systems (Computer science)
Granular computing
Membership Functions
Information Granules
Rough Sets
Membership Grades
Granular Description
Granular Computing
Logic Descriptors
Reciprocal Matrices
Fuzzy Sets
Inconsistency Index
Triangular Fuzzy Sets
Gaussian Membership Functions
Fuzzy Neural Networks
Shadowed Sets
Partition Matrix
Reciprocal Matrix
Information Granularity
Fuzzy Relation
Type-2 Fuzzy Sets
Granular Models
Fuzzy Model
Granular Representation
Fuzzy Rough Sets
Membership Degrees
Fuzzy Cognitive Maps
ISBN:1439886873, 9781439886878, 9781138074491, 1138074497, 9781439886816, 1439886814
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Shrnutí:Granular computing focuses on formalizing information granules and unifying them to create a coherent methodological and developmental environment for intelligent system design and analysis. This innovative book presents the unified principles of granular computing along with its comprehensive algorithmic framework and design practices. It explores key concepts and formalisms as well as applications. It also emphasizes the need to consider information granularity as an important design asset that helps in the construction of more realistic models of real-world systems and in facilitating collaborative pursuits of system modeling.
ISBN:1439886873
9781439886878
9781138074491
1138074497
9781439886816
1439886814
DOI:10.1201/9781315216737