Neuro-adaptive process control a practical approach
Using a series of rigorous authentic examples, the authors demonstrate several simple yet practical techniques for utilizing adaptive neural networks to produce more efficient process control. Their in-depth description of implementation issues offers a wealth of pragmatic wisdom.
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| Other Authors: | , |
| Format: | Book |
| Language: | English |
| Published: |
Chichester New York
John Wiley & Sons
1996
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| 020 | |a 9780471959977 | ||
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| 090 | |a TJ 217 |b .M54 1996 | ||
| 100 | 1 | |a Mills, Peter M. | |
| 245 | 1 | 0 | |a Neuro-adaptive process control |b a practical approach |c Peter M. Mills, Albert Y. Zomaya, Moses O. Tadé |
| 260 | |a Chichester |a New York |b John Wiley & Sons |c 1996 | ||
| 300 | |a xvi, 212 p. |b ill. |c 24 cm. |e 1 computer disk (3 1/2 in.) | ||
| 504 | |a Includes bibliographical references and index | ||
| 505 | 0 | |a 1. Introduction -- 2. Background -- 3. History-stack adaptation and identification -- 4. Reinforcement learning control -- 5. Adaptive neural model control -- 6. Practical aspects and demonstration -- 7. The final word -- Appendix A. NeuroLib neural-network software library -- Appendix B. DynSim control simulation software. | |
| 520 | |a Using a series of rigorous authentic examples, the authors demonstrate several simple yet practical techniques for utilizing adaptive neural networks to produce more efficient process control. Their in-depth description of implementation issues offers a wealth of pragmatic wisdom. | ||
| 650 | 0 | |a Adaptive control systems | |
| 650 | 0 | |a Neural networks (Computer science) | |
| 650 | 0 | |a Process control | |
| 700 | 1 | |a Zomaya, Albert Y. | |
| 700 | 1 | |a Tadé, Moses O. | |
| 999 | |a vtls000002678 |c 2947 |d 2947 | ||