Foreword -- Preface -- Contents -- I. Neural Networks -- Superconvergence Concept in Machine Learning -- Application of the Parallel Population Learning Algorithm to Training Feed-forward ANN -- Markovian Architectural Bias of Recurrent Neural Networks -- SOFM Training Speedup -- Generalized Forecasting Sigma-Pi Neural Network -- Human Centered Intelligent Robots Using "Ontological Neural Network" -- Trajectory Bounds of Solutions of Delayed Cellular Neural Networks Differential Systems -- From Plain to Modular Topology: Automatic Modularization of Structured ANNs -- Neural Structure as a Modular Developmental System -- Prediction Systems Based on FIR Neural Network with Correction of Error -- Complex Cognitive Phenomena - Challenge for Artificial Intelligence -- Convergence of Action Dependent Dual Heuristic Dynamic Programming Algorithms in LQ Control Tasks -- II. Fuzzy Systems -- A Prototype-centered Aproach to Adding Deduction Capability to Search Engines - The Concept of Protoform -- Compromise Approach to Neuro-Fuzzy Systems -- On Uninorms and their Residual Implicators -- Adaptation of Fuzzy Controllers Based on Incremental Models -- Optimal Order of Convergence for α-cut Based Fuzzy Interpolators -- Properties of Fuzzy Controller with Conditionally Firing Rules -- An Algorithm for the Network Steiner Tree Problem with Fuzzy Edge Lengths -- A Method For Learning of Hierarchical Fuzzy Systems -- Risk Analysis in Fuzzy Flow Networks -- Fuzzy Model of Student's Behaviour Generated by Means of GMDH Algorithms -- Validation Sets in R[sub(Δ)]-fuzzy Logics and RS-fuzzy Logics -- III. Evolutionary Computations and Miscellaneous Biologically Inspired Systems -- Evolving Connectionist Systems for Modelling and Implementation of Adaptive, Intelligent Interactive Systems -- The Population Sizing Problem in (P)GAs: Experiments.

A Constraint Handling Method for the Differential Evolution Algorithm -- Competing Heuristics in Evolutionary Algorithms -- Evolvable Computational Machines: Formal Approach -- Steady-state Evolutionary Algorithm with an Operator Family -- Genetic Algorithms with Changing Criterion Functions -- Visualization of Topic Distribution from Document Sequence on Web -- A Tool for Data Mining Support -- Effects of Cuing on Perceived Location of Auditory Sources -- Stability of Eco-problem Solving in Positional Problems -- Particle Swarm Optimization Method for Constrained Optimization Problems -- Various Approaches in Modeling of Algae Population -- Estimation Distribution Algorithm for Mixed Continuous-Discrete Optimization Problems -- On Dimensionality Reduction of High Dimensional Data Sets -- Neocognitron and Its Applications in Image Processing -- The Experimental Study of the Competing Co-evolution Using Predator-Prey Tasks -- Two-dimensional Hologram Model and Computer Simulation of Patterns Processing, Storing and Restoring -- IV. Applications -- Evolutionary Human Support Agents and Applications -- Distributed Learning in Behavioral Based Mobile Robot Control -- Mass Approximation from Noise Signals of Loose Part Monitoring Systems -- Visualising Genetic Algorithms: A Way through the Labyrinth of Search Space -- Genetic Algorithm Optimization of the Dataflow Processor -- Pareto-optimization with EA in Application of Centrifuges Design -- Neuro-tomography: A New Approach to Image Reconstruction from Projection -- New Approach to Estimation of Pulse Coupled Neural Network Parameters in Image Recognition Process -- Prediction of Gross Domestic Product Development on the Basis of Frontal Neural Networks, Genetic and Eugenic Algorithms -- A Fuzzy Logic Approach for the Condition Monitoring of Rotating Machines.

Neural Networks for SISD Real Time Control -- Composite Fuzzy Measure and its Application to Investment Decision Making -- Prediction of the Index Fund on the Basis of Fuzzy Inference Systems -- Evolutionary Algorithms Designer - Graphical Way of Implementing Evolutionary Algorithms -- Author Index -- A -- B -- C -- D -- F -- G -- H -- I -- J -- K -- L -- M -- N -- O -- P -- R -- S -- T -- U -- V -- W -- Y -- Z.