Zeroing Dynamics, Gradient Dynamics, and Newton Iterations (Record no. 7985)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02251 a2200361 4500 |
| 001 - CONTROL NUMBER | |
| control field | 1498753795 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20250317111645.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 250312042018xx 294 eng |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781498753791 |
| 037 ## - SOURCE OF ACQUISITION | |
| Source of stock number/acquisition | Taylor & Francis |
| Terms of availability | GBP 150.00 |
| Form of issue | BB |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | 01 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | eng |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | PB |
| Source | thema |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | TJFM |
| Source | thema |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | THY |
| Source | thema |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | PB |
| Source | bic |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | TJFM |
| Source | bic |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | THRB |
| Source | bic |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | TEC007000 |
| Source | bisac |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | COM032000 |
| Source | bisac |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | COM037000 |
| Source | bisac |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | MAT003000 |
| Source | bisac |
| 072 7# - SUBJECT CATEGORY CODE | |
| Subject category code | 515.42 |
| Source | bisac |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Yunong Zhang |
| 245 10 - TITLE STATEMENT | |
| Title | Zeroing Dynamics, Gradient Dynamics, and Newton Iterations |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1 |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Name of publisher, distributor, etc. | CRC Press |
| Date of publication, distribution, etc. | 20181009 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 340 p |
| 520 ## - SUMMARY, ETC. | |
| Expansion of summary note | Neural networks and neural dynamics are powerful approaches for the online solution of mathematical problems arising in many areas of science, engineering, and business. Compared with conventional gradient neural networks that only deal with static problems of constant coefficient matrices and vectors, the authors’ new method called zeroing dynamics solves time-varying problems. Zeroing Dynamics, Gradient Dynamics, and Newton Iterations is the first book that shows how to accurately and efficiently solve time-varying problems in real-time or online using continuous- or discrete-time zeroing dynamics. The book brings together research in the developing fields of neural networks, neural dynamics, computer mathematics, numerical algorithms, time-varying computation and optimization, simulation and modeling, analog and digital hardware, and fractals. The authors provide a comprehensive treatment of the theory of both static and dynamic neural networks. Readers will discover how novel theoretical results have been successfully applied to many practical problems. The authors develop, analyze, model, simulate, and compare zeroing dynamics models for the online solution of numerous time-varying problems, such as root finding, nonlinear equation solving, matrix inversion, matrix square root finding, quadratic optimization, and inequality solving. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Lin Xiao |
| Relationship | A01 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Zhengli Xiao |
| Relationship | A01 |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Mingzhi Mao |
| Relationship | A01 |
No items available.