Nonlinear System Indentification: From Classical Approaches to Neural Networks and Fuzzy Models (Record no. 93458)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 01420nam a2200169 4500 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 150525b xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9783540673699 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 003.75 |
| Item number | NEL |
| 100 ## - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Nelles, Oliver |
| 245 ## - TITLE STATEMENT | |
| Title | Nonlinear System Indentification: From Classical Approaches to Neural Networks and Fuzzy Models |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Date of publication, distribution, etc | 2001 |
| Name of publisher, distributor, etc | Springer-Verlag |
| Place of publication, distribution, etc | Germany |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 785p |
| 365 ## - TRADE PRICE | |
| Price amount | 129.95 |
| 500 ## - GENERAL NOTE | |
| General note | Introduction<br/>Part - 1: Optimization Techniques<br/>Introduction to Optimization<br/>Linear Optimization<br/>Nonlinear Local Optimization<br/>Nonlinear Global Optimization<br/>Unsupervised Learning Techniques<br/>Model Complexity Optimization<br/>Summary of Part 1<br/>Part - 2: Static Models<br/>Introduction to Static Models<br/>Linear, Polynomial, and Look-Up Table Models<br/>Neural Networks<br/>Fuzzy and Neuro Fuzzy Models<br/>Local Linear Neuro Fuzzy Models: Fundamentals<br/>Local Linear Neuro Fuzzy Models: Advanced Aspects<br/>Summary of Part 2<br/>Linear Dynamic System Identification<br/>Nonlinear Dynamic System Identification <br/>Classical Polynomial Approaches <br/>Dynamic Neural and Fuzzy Models<br/>Dynamic Local Linear Neuro Fuzzy Models<br/>Neural Networks with Internal Dynamics<br/>Part - 4: Applications<br/>Applications of Static Models<br/>Applications of Dynamic Models<br/>Applications of Advanced Methods<br/>A: Vectors and Matrices<br/>B: Statistics<br/>References<br/>Index |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Instrumentation Engineering |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Item type | Book |
No items available.