Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing An Evolutionary Approach for Neural Networks and Fuzzy Systems /

• Main Authors: Melin, Patricia (Author), Castillo, Oscar (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2005.
• Series: Studies in Fuzziness and Soft Computing, 172
• Subjects: Computer science.; Computers.; Artificial intelligence.; Pattern recognition.; Applied mathematics.; Engineering mathematics.; Control engineering.; Robotics.; Mechatronics.; Computer Science.; Theory of Computation.; Appl.Mathematics/Computational Methods of Engineering.; Pattern Recognition.; Artificial Intelligence (incl. Robotics).; Control, Robotics, Mechatronics.; Signal, Image and Speech Processing.

This monograph describes new methods for intelligent pattern recognition using soft computing techniques including neural networks, fuzzy logic, and genetic algorithms. Hybrid intelligent systems that combine several soft computing techniques are needed due to the complexity of pattern recognition p...