
Neurocomputing for Design Automation
Hojjat Adeli(Author)
CRC Press
1st Edition
Will be published approx. on 22. May 1998
Book
Hardback
260 pages
978-0-8493-2092-7 (ISBN)
Description
Neurocomputing for Design Automation provides innovative design theories and computational models with two broad objectives: automation and optimization.
This singular book:
Presents an introduction to the automation and optimization of engineering design of complex engineering systems using neural network computing
Outlines new computational models and paradigms for automating the complex process of design for unique engineering systems, such as steel highrise building structures
Applies design theories and models to the solution of structural design problems
Integrates three computing paradigms: mathematical optimization, neural network computing, and parallel processing
The applications described are general enough to be applied directly or by extension to other engineering design problems, such as aerospace or mechanical design. Also, the computational models are shown to be stable and robust - particularly suitable for design automation of large systems, such as a 144-story steel super-highrise building structure with more than 20,000 members.
The book provides an exceptional framework for the automation and optimization of engineering design, focusing on a new computing paradigm - neural networks computing. It presents the automation of complex systems at a new and higher level never achieved before.
This singular book:
Presents an introduction to the automation and optimization of engineering design of complex engineering systems using neural network computing
Outlines new computational models and paradigms for automating the complex process of design for unique engineering systems, such as steel highrise building structures
Applies design theories and models to the solution of structural design problems
Integrates three computing paradigms: mathematical optimization, neural network computing, and parallel processing
The applications described are general enough to be applied directly or by extension to other engineering design problems, such as aerospace or mechanical design. Also, the computational models are shown to be stable and robust - particularly suitable for design automation of large systems, such as a 144-story steel super-highrise building structure with more than 20,000 members.
The book provides an exceptional framework for the automation and optimization of engineering design, focusing on a new computing paradigm - neural networks computing. It presents the automation of complex systems at a new and higher level never achieved before.
Reviews / Votes
"The authors show how these models can also be applied to aerospace, mechanical and electronic designs because these disciplines share two characteristics: they are open ended..."-Civil Engineering, February 1999More details
Language
English
Place of publication
Bosa Roca
United States
Publishing group
Taylor & Francis Inc
Target group
College/higher education
Professional and scholarly
Professional
Illustrations
22 s/w Tabellen
22 Tables, black and white
Dimensions
Height: 234 mm
Width: 156 mm
Weight
340 gr
ISBN-13
978-0-8493-2092-7 (9780849320927)
Schweitzer Classification
Other editions
Additional editions

Hyo Seon Park
Neurocomputing for Design Automation
E-Book
10/2018
1st Edition
CRC Press
€311.99
Available for download

Hyo Seon Park
Neurocomputing for Design Automation
E-Book
10/2018
1st Edition
CRC Press
€311.99
Available for download
Person
Hyo Seon Park
Content
Introduction. Counter Propagation Neural Network in Structural Engineering. Neural Dynamics Model for Structural Optimization - A Theory. Application of the Neural Dynamics Model to the Plastic Design of Structures. Nonlinear Neural Dynamics Model Optimization of Space Structures. Hybrid CPN-Neural Dynamics Model for Discrete Optimization of Steel Structures. Data Parallel Neural Dynamics Model for Design Optimization for Integrated Design of Large Steel Structures. Distributed Neural Dynamics Algorithms for Optimization of Large Steel Structures. References.
NTI/Sales Copy
NTI/Sales Copy