Multidimensional Particle Swarm Optimization for Machine Learning and Pattern Recognition

• Main Authors: Kiranyaz, Serkan (Author), Ince, Turker (Author), Gabbouj, Moncef (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2014.
• Series: Adaptation, Learning, and Optimization, 15
• Subjects: Computer science.; Artificial intelligence.; Computational intelligence.; Electrical engineering.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computational Intelligence.; Electrical Engineering.

For many engineering problems we require optimization processes with dynamic adaptation as we aim to establish the dimension of the search space where the optimum solution resides and develop robust techniques to avoid the local optima usually associated with multimodal problems. This book explores...