Fractional Order Darwinian Particle Swarm Optimization Applications and Evaluation of an Evolutionary Algorithm /

• Main Authors: Couceiro, Micael (Author), Ghamisi, Pedram (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Series: SpringerBriefs in Applied Sciences and Technology,
• Subjects: Engineering.; Artificial intelligence.; System theory.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Systems Theory, Control.

This book examines the bottom-up applicability of swarm intelligence to solving multiple problems, such as curve fitting, image segmentation, and swarm robotics. It compares the capabilities of some of the better-known bio-inspired optimization approaches, especially Particle Swarm Optimization (PSO...

Table of Contents:

• Particle Swarm Optimization (PSO)
• Fractional Order Darwinian PSO (FODPSO)
• Case Study I: Curve Fitting
• Case Study II: Image Segmentation
• Case Study III: Swarm Robotics
• Conclusions.