عنوان

Neural Network Engineering in Dynamic Control Systems

شابک

9781447130666

شابک

9781447130680

شماره

dltt

عنوان اصلي

Neural Network Engineering in Dynamic Control Systems

نام عام مواد

[Book]

نام نخستين پديدآور

edited by Kenneth J. Hunt, George R. Irwin, Kevin Warwick.

محل نشرو پخش و غیره

London :

نام ناشر، پخش کننده و غيره

Springer London,

تاریخ نشرو بخش و غیره

1995.

عنوان فروست

Advances in Industrial Control,

شاپا ي ISSN فروست

1430-9491

متن يادداشت

This study evaluates the state of the art in the area of neural networks from the engineering perspective. The contributions examine ways of improving the engineering involved in neural network modelling and control, so that the theoretical power of learning systems can be harnessed for practical applications. Neural Network Engineering in Dynamic Control Systems seeks to provide answers to the following questions: * Which network architecture for which application? * Can constructive learning algorithms capture the underlying dynamics while avoiding overfitting? * How can we introduce a priori knowledge or models into neural networks? * Can experimental design and active learning be used automatically to create "optimal" training sets? * How can we validate a neural network model?

شماره استاندارد بين المللي کتاب و موسيقي

9781447130680

عنوان

Springer eBooks

موضوع مستند نشده

Computer-aided design.

موضوع مستند نشده

Engineering.

مستند نام اشخاص تاييد نشده

Hunt, Kenneth J.

مستند نام اشخاص تاييد نشده

Irwin, George R.

مستند نام اشخاص تاييد نشده

Warwick, Kevin.

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20190307160200.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y