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

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...

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Bibliographic Details
Main Authors: Couceiro, Micael (Author), Ghamisi, Pedram (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Cham : Springer International Publishing : 2016.
Imprint: Springer,
Edition:1st ed. 2016.
Series:SpringerBriefs in Applied Sciences and Technology,
Subjects:
Computational intelligence.
Artificial intelligence.
System theory.
Control theory.
Computational Intelligence.
Artificial Intelligence.
Systems Theory, Control.
Online Access:Full-text access
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.

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