Type-2 fuzzy granular models. (2016 ©2017)

• Record Type: Book
• Further Information: Note: Mauricio A. Sanchez, Oscar Castillo, Juan R. Castro.
• Other Names: Sanchez, Mauricio A; Castillo, Oscar, 1959-; Castro, Juan R
• Contents: Preface; Contents; 1 Introduction; 2 Background and Theory; 2.1 Granular Computing; 2.2 Information Granule Representations; 2.3 Principle of Justifiable Granularity; 2.4 Data Granulation Algorithms; 2.5 Fuzzy Logic; 2.5.1 Type-1 Fuzzy Sets; 2.5.2 Type-2 Fuzzy Sets; 2.6 Fuzzy Granular Computing; References; 3 Advances in Granular Computing; 3.1 Fuzzy Granular Gravitational Clustering Algorithm; 3.2 Higher-Type Information Granule Formation; 3.2.1 A Hybrid Method for IT2 TSK Formation Based on the Principle of Justifiable Granularity and PSO for Spread Optimization. 3.2.2 Information Granule Formation via the Concept of Uncertainty-Based Information with IT2 FS Representation with TSK Consequents Optimized with Cuckoo Search3.2.3 Method for Measurement of Uncertainty Applied to the Formation of IT2 FS; 3.2.4 Formation of GT2 Gaussian Membership Functions Based on the Information Granule Numerical Evidence; References; 4 Experimentation and Results Discussion; 4.1 Granulation Algorithms; 4.2 Higher-Type Information Granule Algorithms; 4.3 Application. General Type-2 Fuzzy Controller; References; 5 Conclusions; Appendix A; Appendix B; Outline placeholder. Appendix B.1Appendix B.2; Appendix B.3; Appendix B.4; Appendix B.5; Appendix C; Outline placeholder; Appendix C.1; Appendix C.2; Appendix C.3; Appendix C.4; Appendix C.5; Appendix C.6; Index.
• Publisher Details: Switzerland : Springer
• Publication Date: 2016
• Copyright Date: 2017
• Extent: 1 online resource
• Subjects: 006.3; 620; Engineering; Granular computing; Fuzzy sets; COMPUTERS -- General; Fuzzy sets; Granular computing; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Artificial intelligence; Electronic books
• Languages: English
• ISBNs: 9783319412887; 3319412884
• Related ISBNs: 9783319412870; 3319412876
• Notes: Note: Includes bibliographical references.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.