Evolving Fuzzy Systems - Methodologies, Advanced Concepts and Applications

By Edwin Lughofer

I. Introduction.- Part I - Basic Methodologies.- II. Basic Algorithms for EFS.- III. EFS Approaches for Regression and Classification.- Part II - Advanced Concepts.- IV. Towards Robust and Process-Save EFS.- V. On Improving Performance and Increasing Useability of EFS.- VI. Interpretability Issues in EFS.- Part III - Applications.- VII. Online System Identification and Prediction.- VIII. On-Line Fault and Anomaly Detection.- IX. Visual Inspection Systems.- X. Further (Potential) Application Fields.- Epilog - Achievements, Open Problems and New Challenges in EFS.

• Format: Paperback
• Language: English
• ISBN: 3642266924
• ISBN13: 9783642266928
• Release Date: February 2013
• Publisher: Springer
• Length: 456 Pages
• Weight: 1.47 lbs.
• Dimensions: 1.0" x 6.1" x 9.2"