Intelligent Systems (Hardcover)

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