Computational Intelligence in Automotive Applications

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Prokhorov, Danil (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2008.
• Σειρά: Studies in Computational Intelligence, 132
• Θέματα: Engineering.; Artificial intelligence.; Applied mathematics.; Engineering mathematics.; Automotive engineering.; Automotive Engineering.; Artificial Intelligence (incl. Robotics).; Appl.Mathematics/Computational Methods of Engineering.

What is computational intelligence (CI)? Traditionally, CI is understood as a collection of methods from the fields of neural networks (NN), fuzzy logic and evolutionary computation. This edited volume is the first of its kind, suitable to automotive researchers, engineers and students. It provides...

Πίνακας περιεχομένων:

• Learning-Based Driver Workload Estimation
• Visual Monitoring of Driver Inattention
• Understanding Driving Activity Using Ensemble Methods
• Computer Vision and Machine Learning for Enhancing Pedestrian Safety
• Application of Graphical Models in the Automotive Industry
• Extraction of Maximum Support Rules for the Root Cause Analysis
• Neural Networks in Automotive Applications
• On Learning Machines for Engine Control
• Recurrent Neural Networks for AFR Estimation and Control in Spark Ignition Automotive Engines
• Intelligent Vehicle Power Management: An Overview
• An Integrated Diagnostic Process for Automotive Systems
• Automotive Manufacturing: Intelligent Resistance Welding
• Intelligent Control of Mobility Systems.