Innovations in Swarm Intelligence

• Corporate Author: SpringerLink (Online service)
• Other Authors: Lim, Chee Peng. (Editor), Jain, Lakhmi C. (Editor), Dehuri, Satchidananda. (Editor)
• Format: Electronic
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Series: Studies in Computational Intelligence, 248
• Subjects: Engineering.; Artificial intelligence.; Engineering mathematics.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-3-642-04225-6

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...

Table of Contents:

• 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.