Innovations in Swarm Intelligence

Over the past two decades, swarm intelligence has emerged as a powerful approach to solving optimization as well as other complex problems. Swarm intelligence models are inspired by social behaviours of simple agents interacting among themselves as well as with the environment, e.g., flocking of bir...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Lim, Chee Peng (Editor ), Dehuri, Satchidananda (Editor )
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Studies in Computational Intelligence, 248
Temas:
Engineering mathematics.
Engineering-Data processing.
Artificial intelligence.
Mathematical and Computational Engineering Applications.
Artificial Intelligence.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Advances in Swarm Intelligence
  • A Review of Particle Swarm Optimization Methods Used for Multimodal Optimization
  • Bee Colony Optimization (BCO)
  • Glowworm Swarm Optimization for Searching Higher Dimensional Spaces
  • Agent Specialization in Complex Social Swarms
  • Computational Complexity of Ant Colony Optimization and Its Hybridization with Local Search
  • A Multi-resolution GA-PSO Layered Encoding Cascade Optimization Model
  • Integrating Swarm Intelligent Algorithms for Translation Initiation Sites Prediction
  • Particle Swarm Optimization for Optimal Operational Planning of Energy Plants
  • Modelling Nanorobot Control Using Swarm Intelligence: A Pilot Study
  • ACO Hybrid Algorithm for Document Classification System
  • Identifying Disease-Related Biomarkers by Studying Social Networks of Genes.

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