Intuitionistic and Type-2 Fuzzy Logic Enhancements in Neural and Optimization Algorithms: Theory and Applications

by Oscar Castillo

Book Overview

Part I: Type-1 and Type-2 Fuzzy Logic.- Parameter adaptation in the imperialist competitive algorithm using generalized type-2 fuzzy logic.- A Mamdani fuzzy inference protocol aimed to identify heterogeneity of the allometric response in arithmetical space.- Fireworks Algorithm (FWA) with adaptation of parameters using Interval Type-2 Fuzzy Logic System.- Omnidirectional Four Wheel Mobile Robot Control with a Type-2 Fuzzy Logic Behavior-based Strategy.

• Format: Paperback
• Language: English
• ISBN: 3030354474
• ISBN13: 9783030354473
• Release Date: February 2021
• Publisher: Springer
• Length: 792 Pages
• Weight: 2.45 lbs.
• Dimensions: 1.6" x 6.1" x 9.2"