Cover Image

Innovations and developments of swarm intelligence applications

"This book explores the emerging realm of swarm intelligence, which finds its basis in the natural social behavior of animals, and applies to apply this behavior to independent intelligent agents, creating complex solutions for real world applications"--Provided by publisher.

Bibliographic Details
Corporate Author: IGI Global.
Other Authors: Shi, Yuhui.
Format: Electronic
Language:English
Published: Hershey, Pa. : IGI Global (701 E. Chocolate Avenue, Hershey, Pennsylvania, 17033, USA), c2012.
Subjects:
Swarm intelligence.
Ant colony optimization
Constrained optimization
Differential evolution
Distributed multi-agent systems
Foraging algorithm
Hybrid algorithm
Modeling and analysis of biological collective systems
Multi-objective optimization
Particle swarm optimization
Swarm robotics
Online Access:Chapter PDFs via platform:
Table of Contents:
  • 1. Beyond standard particle swarm optimisation / Maurice Clerc
  • 2. Biases in particle swarm optimization / William M. Spears, Derek T. Green, Diana F. Spears
  • 3. Taguchi-particle swarm optimization for numerical optimization / T. O. Ting, H. C. Ting, T. S. Lee
  • 4. Constraint handling in particle swarm optimization / Wen Fung Leong, Gary G. Yen
  • 5. Adaptive neuro-fuzzy control approach based on particle swarm optimization / Gomaa Zaki El-Far
  • 6. Design of multi-criteria PI Controller using particle swarm optimization for multiple UAVs close formation / Xiangyin Zhang ... [et al.]
  • 7. Oscillation damping enhancement via coordinated design of PSS and FACTS-based stabilizers in a multi-machine power system using PSO / M. A. Abido, Saleh M. Bamasak
  • 8. Compensation of voltage sags with phase-jumps through DVR with minimum VA rating using PSO based ANFIS controller / Anil Kumar Ramakuru ... [et al.]
  • 9. Optimal power flow with TCSC and TCPS modeling using craziness and turbulent crazy particle swarm optimization / P. K. Roy, S. P. Ghoshal, S. S. Thakur
  • 10. Congestion management using hybrid particle swarm optimization technique / Sujatha Balaraman, N. Kamaraj
  • 11. Particle Swarm optimization algorithms inspired by immunity-clonal mechanism and their applications to spam detection / Ying Tan
  • 12. Unit commitment by evolving ant colony optimization / K. Vaisakh, L. R. Srinivas
  • 13. Bacterial foraging optimization / Kevin M. Passino
  • 14. Networks do matter: the socially motivated design of a 3D race controller using cultural algorithms / Robert G. Reynolds, Leonard Kinniard-Heether
  • 15. Honey bee swarm cognition: decision-making performance and adaptation / Kevin M. Passino
  • 16. A theoretical framework for estimating swarm success probability using scouts / Antons Rebguns ... [et al.]
  • 17. Distributed multi-agent systems for a collective construction task based on virtual swarm intelligence / Yan Meng, Yaochu Jin.

Similar Items