Intelligent technologies--theory and applications : new trends in intelligent technologies / edited by Peter Sincak ... [et al.].

Format:

Book

Contributor:

Sinc̆ák, Peter, 1960-

Series:

Frontiers in artificial intelligence and applications ; v. 76.

Frontiers in artificial intelligence and applications ; v. 76

Language:

English

Subjects (All):

Intelligent agents (Computer software).

Physical Description:

1 online resource (359 p.)

Edition:

1st ed.

Place of Publication:

Amsterdam ; Washington, DC : IOS Press ; Tokyo : Ohmsha, 2002.

Language Note:

English

Summary:

This work includes theoretical and applicational papers in the field of neural networks, fuzzy systems and mainly evolutionary computations which application potential was increased by progress in computer power.

Contents:

Foreword; Preface; Contents; I. Neural Networks; Super convergence 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 Approach 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

Notes:

Description based upon print version of record.

Includes bibliographical references and index.

ISBN:

1-280-50551-6

9786610505517

600-00-0463-X

1-60129-438-7

OCLC:

437171321