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Intelligent Technologies : From Theory to Applications - The New Trends in Computational Intelligence.
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.
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Otros Autores: | , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Amsterdam :
IOS Press,
2002.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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 SystemPrediction 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 Uni.