Fuzzy And Neural Approaches in Engineering

Introduction to Hybrid Artificial Intelligence Systems.

FUZZY SYSTEMS: CONCEPTS AND FUNDAMENTALS.

Foundations of Fuzzy Approaches.

Fuzzy Relations.

Fuzzy Numbers.

Linguistic Descriptions and Their Analytical Forms.

Fuzzy Control.

NEURAL NETWORKS: CONCEPTS AND FUNDAMENTALS.

Fundamentals of Neural Networks.

Backpropagation and Related Training Algorithms.

Competitive, Associative, and Other Special Neural Networks.

Dynamic Systems and Neural Control.

Practical Aspects of Using Neural Networks.

INTEGRATED NEURAL-FUZZY TECHNOLOGY.

Fuzzy Methods in Neural Networks.

Fuzzy Methods in Fuzzy Systems.

Selected Hybrid Neurofuzzy Applications.

Dynamic Hybrid Neurofuzzy Systems.

OTHER ARTIFICAL INTELLIGENCE SYSTEMS.

Expert Systems in Neurofuzzy Systems.

Genetic Algorithms.

Epilogue.

Appendix.

Index.

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• Matemática para cientistas da computação
• Matemática para engenheiros
• As redes neurais e sistemas nebulosos
• Teoria dos conjuntos difusos
• Arquitectura do computador e projecto lógico
• Electrónica e engenharia das comunicações

students; integrated; introduction; approach; neural; accessible; fuzzy; definitive; employment; inputs; individual; quantify; use; networks; two fields; integration; greater; time; technology holds; potential benefits; examination