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...
Κύριοι συγγραφείς: | , |
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Συγγραφή απο Οργανισμό/Αρχή: | |
Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
Γλώσσα: | English |
Έκδοση: |
Cham :
Springer International Publishing : Imprint: Springer,
2016.
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Σειρά: | SpringerBriefs in Applied Sciences and Technology,
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Θέματα: | |
Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.