Screen LibraryIntelligent systems
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| Group Author: | ; |
|---|---|
| Published: |
CRC Press,
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| Publisher Address: | Boca Raton, FL |
| Publication Dates: | c2011. |
| Literature type: | Book |
| Language: | English |
| Edition: | 2nd ed. |
| Series: |
The electrical engineering handbook series |
| Subjects: | |
| Carrier Form: | 1 vol. (various paging): ill. ; 26 cm. |
| ISBN: |
9781439802830 (alk. paper) 1439802831 (alk. paper) |
| Index Number: | TP18 |
| CLC: |
TP18 O159 |
| Call Number: | TP18/I611/2nd.ed. |
| Contents: |
Includes bibliographical references and index. v. 3. Intelligent systems -- Introduction to intelligent systems / Ryszard Tadeusiewicz -- From backpropagation to neurocontrol / Paul J. Werbos -- Neural network-based control / Mehmet Önder Efe -- Fuzzy logic-based control section / Mo-Yuen Chow -- Understanding neural networks / Bogdan M. Wilamowski -- Neural network architectures / Bogdan M. Wilamowski -- Radial-basis-function networks / Åge J, Eide, Thomas Lindblad, and Guy Paillet -- GMDH neural networks / Marcin Mrugalski and Józef Korbicz -- Optimization of neural network architectures / Andrezej Obuchowicz -- Parity-N problems as a vehicle to compare efficiency of neural network architectures / Bogdan M. Wilamowski, Hao Yu, and Kun Tao Chung -- Neural network learning / Bogdan M. Wilamowski -- Levenberg-Marquardt training / Hao Yu and Bogdan M. Wilamowski -- NBN algorithm / Bogdan M. Wilamowski, Hao Yu, and Nicholas Cotton -- Accelerating the multilayer perceptron learning algorithms / Sabeur Abid, Farhat Fnaiech, and Barrie W. jervis -- Feedforward neural networks pruning algorithms / Nader Fnaiech, Farhat Fnaiech, and Barrie W. Jervis -- Principal component analysis / Anastasios Tefas and Ioannis Pitas -- Adaptive critic neural network control / Gary Yen -- Self-organizing Maps / Gary Yen -- Fuzzy logic controllers / Teresa Orlowska-Kowalska and Krzysztof Szabat -- Neuro-fuzzy system / Tiantian Xie, Hao Yu, and Bogdan M. Wilamowski -- Introduction to type-2 fuzzy logic controllers / Hani Hagras -- Fuzzy pattern recognition / Witold Pedrycz -- Fuzzy modeling of animal behavior and biomimicry: the fuzzy ant / Valeri Rozin and Michael Margaliot -- Multiobjective optimization methods / Tak Ming Chan ... [et al.] -- Fundamentals of evolutionary multiobjective optimization / Carlos A. Coello Coello -- Ant colony optimization / Christian Blum and Manuel López-Ibáñez -- Heuristics for two-dimensional bin-packing problems / Tak Ming Chan ... [et al.] -- Particle swarm optimization / Adam Slowik -- Evolutionary computation / Adam Slowik -- Data mining / Milos Manic -- Autonomous mental development / Juyang Weng -- Synthetic biometrics for testing biometric systems and user training / Svetlana N. Yanushkevich ... [et al.]. |