Intelligent systems. (2018)

• Record Type: Book
• Further Information: Note: Edited by Bogdan M. Wilamowski, J. David Irwin.
• Other Names: Wilamowski, Bogdan M; Irwin, J. David, 1939-
• Contents: Introductions; Introduction to Intelligent Systems; Backpropagation to Neurocontrol; Neural Network Based Control; Fuzzy Logic Controllers; Neural Networks; Understanding Neural Networks; Neural Network Architectures; The Radial Basis Function Type of Neural Network and its Implementations in Hardware; GMDH Neural Networks; Optimization of Neural Network Architectures; Parity-N problems as a vehicle to compare efficiency of neural network architecture; Neural Network Learning; Levenberg Marquardt Training; NBN algorithm; Accelerating the multilayer perceptron learning algorithms; Pruning algorithms in feedforward neural networks; Principal Component Analysis; Adaptive Critics; Self-Organized Maps; Fuzzy Systems; Fuzzy Logic Based Control; Neuro-Fuzzy systems; Introduction to Type-2 Fuzzy Logic Controllers CA + PV; Fuzzy Pattern Recognition figures extract; The Fuzzy Ant; Optimizations; Multiobjective Optimization Methods CA + PV; Fundamentals of Evolutionary Multi-Objective Optimization; Ant colony optimization; Heuristics for two-dimensional bin-packing problems; Particle Swarm Optimization; Applications; Evolutionary Computation; Data Mining; Autonomous mental development; Synthetic Biometrics for Testing Biometric Systems and User Training; Data Mining on Internet By Using PERL
• Publisher Details: Place of publication not identified : CRC Press
• Publication Date: 2018
• Extent: 1 online resource (610 pages), (51 illustrations)
• Subjects: 006.32; Intelligent control systems; Neural networks (Computer science)
• Languages: English
• ISBNs: 9781351834315; 1351834312
• 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.