Intelligent Technologies from Theory to Applications: New Trends in Intelligent Technologies

Foreword......Page 6
Preface......Page 8
Contents......Page 10
I. Neural Networks......Page 14
Superconvergence Concept in Machine Learning......Page 16
Application of the Parallel Population Learning Algorithm to Training Feed-forward ANN......Page 23
Markovian Architectural Bias of Recurrent Neural Networks......Page 30
SOFM Training Speedup......Page 37
Generalized Forecasting Sigma–Pi Neural Network......Page 42
Human Centered Intelligent Robots Using "Ontological Neural Network"......Page 47
Trajectory Bounds of Solutions of Delayed Cellular Neural Networks Differential Systems......Page 53
From Plain to Modular Topology: Automatic Modularization of Structured ANNs......Page 61
Neural Structure as a Modular Developmental System......Page 68
Prediction Systems Based on FIR Neural Network with Correction of Error......Page 74
Complex Cognitive Phenomena – Challenge for Artificial Intelligence......Page 81
Convergence of Action Dependent Dual Heuristic Dynamic Programming Algorithms in LQ Control Tasks......Page 85
II. Fuzzy Systems......Page 94
A Prototype-centered Aproach to Adding Deduction Capability to Search Engines – The Concept of Protoform......Page 96
Compromise Approach to Neuro–Fuzzy Systems......Page 98
On Uninorms and their Residual Implicators......Page 104
Adaptation of Fuzzy Controllers Based on Incremental Models......Page 111
Optimal Order of Convergence for α-cut Based Fuzzy Interpolators......Page 118
Properties of Fuzzy Controller with Conditionally Firing Rules......Page 124
An Algorithm for the Network Steiner Tree Problem with Fuzzy Edge Lengths......Page 130
A Method For Learning of Hierarchical Fuzzy Systems......Page 137
Risk Analysis in Fuzzy Flow Networks......Page 143
Fuzzy Model of Student's Behaviour Generated by Means of GMDH Algorithms......Page 148
Validation Sets in R[sub(Δ)]-fuzzy Logics and RS-fuzzy Logics......Page 150
III. Evolutionary Computations and Miscellaneous Biologically Inspired Systems......Page 152
Evolving Connectionist Systems for Modelling and Implementation of Adaptive, Intelligent Interactive Systems......Page 154
The Population Sizing Problem in (P)GAs: Experiments......Page 159
A Constraint Handling Method for the Differential Evolution Algorithm......Page 165
Competing Heuristics in Evolutionary Algorithms......Page 172
Evolvable Computational Machines: Formal Approach......Page 179
Steady-state Evolutionary Algorithm with an Operator Family......Page 186
Genetic Algorithms with Changing Criterion Functions......Page 196
Visualization of Topic Distribution from Document Sequence on Web......Page 202
A Tool for Data Mining Support......Page 209
Effects of Cuing on Perceived Location of Auditory Sources......Page 214
Stability of Eco-problem Solving in Positional Problems......Page 220
Particle Swarm Optimization Method for Constrained Optimization Problems......Page 227
Various Approaches in Modeling of Algae Population......Page 234
Estimation Distribution Algorithm for Mixed Continuous–Discrete Optimization Problems......Page 240
On Dimensionality Reduction of High Dimensional Data Sets......Page 246
Neocognitron and Its Applications in Image Processing......Page 252
The Experimental Study of the Competing Co-evolution Using Predator–Prey Tasks......Page 258
Two-dimensional Hologram Model and Computer Simulation of Patterns Processing, Storing and Restoring......Page 264
IV. Applications......Page 266
Evolutionary Human Support Agents and Applications......Page 268
Distributed Learning in Behavioral Based Mobile Robot Control......Page 275
Mass Approximation from Noise Signals of Loose Part Monitoring Systems......Page 285
Visualising Genetic Algorithms: A Way through the Labyrinth of Search Space......Page 292
Genetic Algorithm Optimization of the Dataflow Processor......Page 299
Pareto-optimization with EA in Application of Centrifuges Design......Page 304
Neuro-tomography: A New Approach to Image Reconstruction from Projection......Page 311
New Approach to Estimation of Pulse Coupled Neural Network Parameters in Image Recognition Process......Page 317
Prediction of Gross Domestic Product Development on the Basis of Frontal Neural Networks, Genetic and Eugenic Algorithms......Page 322
A Fuzzy Logic Approach for the Condition Monitoring of Rotating Machines......Page 328
Neural Networks for SISD Real Time Control......Page 334
Composite Fuzzy Measure and its Application to Investment Decision Making......Page 342
Prediction of the Index Fund on the Basis of Fuzzy Inference Systems......Page 349
Evolutionary Algorithms Designer – Graphical Way of Implementing Evolutionary Algorithms......Page 355
Y......Page 358
Z......Page 359