Fuzzy logic augmentation of neural and optimization algorithms : theoretical aspects and real applications /: theoretical aspects and real applications. ([2018])

• Record Type: Book
• Further Information: Note: Oscar Castillo, Patricia Melin, Janusz Kacprzyk, editors.
• Editors: Castillo, Oscar; Melin, Patricia; Kacprzyk, Janusz
• Contents: Part I: Type-2 Fuzzy Logic in Metaheuristics -- A comparative study of dynamic adaptation of parameters in the GWO algorithm using type-1 and interval type-2 fuzzy logic -- Ensemble Neural Network optimization using a gravitational search algorithm with Interval Type-1 and Type-2 fuzzy parameter adaptation in pattern recognition applications -- Improved method based on type-2 fuzzy logic for the adaptive harmony search algorithm -- Comparison of bio-inspired methods with parameter adaptation through interval type-2 fuzzy logic -- Differential Evolution algorithm with Interval type-2 fuzzy logic for the optimization of the mutation parameter -- Part II: Neural Networks Theory and Applications -- Person recognition with modular deep neural network using the iris biometric measure -- Neuro-evolutionary Neural Network for the Estimation of Melting Point of Ionic Liquids -- A proposal to classify ways of walking patterns using spik-ing neural networks -- Partially-connected Artificial Neural Networks developed by Grammatical Evolution for pattern recognition problems -- Part III: Metaheuristics: Theory and Applications -- Bio-inspired Metaheuristics for Hyper-parameter Tuning of Support Vector Machine Classifiers.
• Publisher Details: Cham : Springer
• Publication Date: 2018
• Extent: 1 online resource (xi, 546 pages), illustrations
• Subjects: 511.3/13; Engineering; Artificial intelligence; Computational intelligence; Artificial intelligence; Computational intelligence; Engineering; Computers -- Intelligence (AI) & Semantics; Artificial intelligence; Electronic books; Electronic book
• Languages: English
• ISBNs: 9783319710082; 3319710087
• Related ISBNs: 9783319710075; 3319710079
• 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.