Building Intelligent Systems with Fuzzy Logic and Neurofuzzy Logic Networks
Seiten
1996
John Wiley & Sons Ltd
978-0-471-94244-3 (ISBN)
John Wiley & Sons Ltd
978-0-471-94244-3 (ISBN)
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This is a self-contained tutorial designed to help systems engineers to build embedded software products, intelligent systems, databases, etc. Theoretical foundations are explained, implementation problems are anticipated and discussed, and software tools are provided to enable simulation. Running under Microsoft Windows and written in C++, the following software libraries are provided on disk: fuzzy control, kbs, fuzzy clustering, neural network modes, a fuzzy shell for simulation, image processing and executable examples.
PART 1: Foundations of Fuzzy Systems; Operations on Fuzzy Sets; Fuzzy Numbers; Fuzzy Relations; Fuzzy Logic and Approximate Reasoning; PART 2: Foundations of Artificial Neural Networks; Neural Network Models; Implementing Neural Networks; PART 3: More Fundamental Topics; Simulation of Dynamic Systems; PART 4: Putting it all Together; Learning Fuzzy Systems - Neuro-Fuzzy Logic; PART 5: Automation and Control; PART 6: Pattern Analysis, Classification and Recognition; Image Processing; PART 7: Further Applications; Expert Systems; PART 8: The Software.
| Verlagsort | Chichester |
|---|---|
| Sprache | englisch |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
| ISBN-10 | 0-471-94244-8 / 0471942448 |
| ISBN-13 | 978-0-471-94244-3 / 9780471942443 |
| Zustand | Neuware |
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