عنوان

Functional Networks with Applications

شابک

9781461375623

شابک

9781461556015

شماره

b403388

عنوان اصلي

Functional Networks with Applications

نام عام مواد

[Book]

ساير اطلاعات عنواني

A Neural-Based Paradigm /

نام نخستين پديدآور

by Enrique Castillo, Angel Cobo, José Manuel Gutiérrez, Rosa Eva Pruneda.

محل نشرو پخش و غیره

Boston, MA :

نام ناشر، پخش کننده و غيره

Imprint: Springer,

تاریخ نشرو بخش و غیره

1999.

عنوان فروست

Springer International Series in Engineering and Computer Science,

مشخصه جلد

473

شاپا ي ISSN فروست

0893-3405 ;

متن يادداشت

This book introduces `functional networks', a novel neural-based paradigm, and shows that functional network architectures can be efficiently applied to solve many interesting practical problems. Included is an introduction to neural networks, a description of functional networks, examples of applications, and computer programs in Mathematica and Java languages implementing the various algorithms and methodologies. Special emphasis is given to applications in several areas such as: Box-Jenkins AR(p), MA(q), ARMA(p,q), and ARIMA (p,d,q) models with application to real-life economic problems such as the consumer price index, electric power consumption and international airlines' passenger data. Random time series and chaotic series are considered in relation to the Hénon, Lozi, Holmes and Burger maps, as well as the problems of noise reduction and information masking. Learning differential equations from data and deriving the corresponding equivalent difference and functional equations. Examples of a mass supported by two springs and a viscous damper or dashpot, and a loaded beam, are used to illustrate the concepts. The problem of obtaining the most general family of implicit, explicit and parametric surfaces as used in Computer Aided Design (CAD). Applications of functional networks to obtain general nonlinear regression models are given and compared with standard techniques. Functional Networks with Applications: A Neural-Based Paradigm will be of interest to individuals who work in computer science, physics, engineering, applied mathematics, statistics, economics, and other neural networks and data analysis related fields.

شماره استاندارد بين المللي کتاب و موسيقي

9781461375623

عنوان

Springer eBooks

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Computer-aided design.

موضوع مستند نشده

Data structures (Computer science).

موضوع مستند نشده

Physics.

مستند نام اشخاص تاييد نشده

Castillo, Enrique.

مستند نام اشخاص تاييد نشده

Cobo, Angel.

مستند نام اشخاص تاييد نشده

Gutiérrez, José Manuel.

مستند نام اشخاص تاييد نشده

Pruneda, Rosa Eva.

مستند نام تنالگان تاييد نشده

SpringerLink (Online service)

تاريخ عمليات

20190301082300.0

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y