Artificial Neural Networks for System Identification and Control
eBook - ePub

Artificial Neural Networks for System Identification and Control

  1. 104 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Artificial Neural Networks for System Identification and Control

About this book

In an age where intelligent systems are transforming engineering practice, Artificial Neural Networks for System Identification and Control offers a clear roadmap to mastering artificial intelligence (AI)?driven modeling and control. From mathematical neuron models to adaptive Artificial Neural Network (ANN)?based controllers, this book combines theory, algorithms, and hands?on coding to help readers design and analyze intelligent systems. Rich with visual examples and real?world case studies, it demonstrates how neural networks outperform traditional control methods in handling nonlinearity, uncertainty, and dynamic system behavior.

• Offers a practical and accessible guide to ANN?based system identification and control
• Blends mathematical insight with real engineering applications
• Provides Python?supported examples and visual case studies
• Highlights key advances in nonlinear modeling and adaptive control design
• Bridges the gap between theory, simulation, and real?world deployment

This book is intended for engineers, researchers, and advanced students seeking to apply artificial intelligence to control theory, robotics, and signal processing and to design smarter, more adaptive engineering systems.

Trusted by 375,005 students

Access to over 1.5 million titles for a fair monthly price.

Study more efficiently using our study tools.

Information

Publisher
CRC Press
Year
2026
Print ISBN
9781041049111
Edition
1
eBook ISBN
9781040761052

Table of contents

  1. Cover
  2. Half Title
  3. Title Page
  4. Copyright Page
  5. Table of Contents
  6. Preface
  7. Authors
  8. Chapter 1 Introduction
  9. Chapter 2 Artificial Neuron and Its Mathematical Model
  10. Chapter 3 Information Flow and Information Content of NN Structure
  11. Chapter 4 Backpropagation Algorithm
  12. Chapter 5 Dynamical Neural Networks
  13. Chapter 6 System Identification and Use of Neural Networks
  14. Chapter 7 Neural Network for Applications of Control Theory
  15. Chapter 8 Condition Monitoring with Neural Nets
  16. Appendix A: Random Noise and Statistical Parameters
  17. Appendix B: Linear Stochastic Models
  18. Bibliography
  19. Index

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription
No, books cannot be downloaded as external files, such as PDFs, for use outside of Perlego. However, you can download books within the Perlego app for offline reading on mobile or tablet. Learn how to download books offline
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.5M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1.5 million books across 990+ topics, we’ve got you covered! Learn about our mission
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more about Read Aloud
Yes! You can use the Perlego app on both iOS and Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app
Yes, you can access Artificial Neural Networks for System Identification and Control by Serhat Seker,Tahir Cetin Akinci,Alfredo A. Martinez-Morales in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Neural Networks. We have over 1.5 million books available in our catalogue for you to explore.