Innovations in Swarm Intelligence

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Chee Peng Lim, ‎Lakhmi C. Jain, ‎Satchidananda Dehuri - Innovations in Swarm Intelligence
Published: 2009-10-01 | ISBN: 3642042244 | PDF | 256 pages | 8 MB


Over yesteryear two decades, swarm intelligence has emerged as being a powerful approach to solving optimization and various complex problems. Swarm intelligence models are inspired by social behaviours of simple agents interacting among themselves along with with the environment, e.g., flocking of birds, schooling of fish, foraging of bees and ants. The collective behaviours that emerge out from the interactions with the colony level are useful in achieving complex goals.
The main aim of this research book is to present a sample of contemporary innovations and advances in techniques and applications of swarm intelligence. Among the topics covered within this book include:
particle swarm optimization and hybrid methods
ant colony optimization and hybrid methods
bee colony optimization, glowworm swarm optimization, and sophisticated social swarms
application of various swarm intelligence models to operational planning of your energy plants, modelling and control over nanorobots, classification of documents, identification of disease biomarkers, and prediction of gene signals
The book is directed to researchers, practicing professionals, and undergraduate and also graduate students of disciplines who will be interested in enhancing their knowledge in techniques and applications of swarm intelligence.



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