Intelligent Control Systems with LabVIEW(TM)

Intelligent Control with LabVIEW^(TM) is a fresh and pragmatic approach to the understanding of a subject often clouded by too much mathematical theory. It exploits the full suite of tools provided by LabVIEW^(TM), showing the student how to design, develop, analyze, and visualize intelligent control algorithms quickly and simply. Block diagrams are used to follow the progress of an algorithm through the design process and allow seamless integration with hardware systems for rapid deployment in laboratory experiments.
This text delivers a thorough grounding in the main tools of intelligent control: fuzzy logic systems; artificial neural networks; neuro-fuzzy systems; evolutionary methods; and predictive methods.
Learning and teaching are facilitated by: extensive use of worked examples; end of chapter problems with separate solutions; and provision of intelligent control tools for LabVIEW^(TM).

List of contents

Intelligent Control for LabVIEW.- Fuzzy Logic.- Artificial Neural Networks.- Neuro-fuzzy Controller Theory and Application.- Genetic Algorithms and Genetic Programming.- Simulated Annealing, FCM, Partition Coefficients and Tabu Search.- Predictors.

Summary

Intelligent Control with LabVIEW^™ is a fresh and pragmatic approach to the understanding of a subject often clouded by too much mathematical theory. It exploits the full suite of tools provided by LabVIEW^™, showing the student how to design, develop, analyze, and visualize intelligent control algorithms quickly and simply. Block diagrams are used to follow the progress of an algorithm through the design process and allow seamless integration with hardware systems for rapid deployment in laboratory experiments.
This text delivers a thorough grounding in the main tools of intelligent control: fuzzy logic systems; artificial neural networks; neuro-fuzzy systems; evolutionary methods; and predictive methods.
Learning and teaching are facilitated by: extensive use of worked examples; end of chapter problems with separate solutions; and provision of intelligent control tools for LabVIEW^™.

Product details

• Authors: Pedr Ponce-Cruz, Pedro Ponce-Cruz, Fernando D. Ramirez-Figueroa, Fernando D Ramírez-Figueroa, Fernando D. Ramírez-Figueroa
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2014
• EAN: 9781447161158
• ISBN: 978-1-4471-6115-8
• No. of pages: 216
• Dimensions: 157 mm x 11 mm x 234 mm
• Weight: 361 g
• Illustrations: XIII, 216 p.
• Subjects: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering; Elektronik, B, Künstliche Intelligenz, Optimization, Robotics, Artificial Intelligence, Logic, Neural Networks, engineering, Programming, Control and Systems Theory, Electronics, Microelectronics, Electronics and Microelectronics, Instrumentation, Control engineering, Electronics engineering, neural network