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Více informací o knize Innovations in Swarm Intelligence

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Anotace knihy

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 birds, schooling of fish, foraging of bees and ants. The collective behaviours that emerge out of the interactions at the colony level are useful in achieving complex goals.§The main aim of this research book is to present a sample of recent innovations and advances in techniques and applications of swarm intelligence. Among the topics covered in this book include: particle swarm optimization and hybrid methods, ant colony optimization and hybrid methods, bee colony optimization, glowworm swarm optimization, and complex social swarms, application of various swarm intelligence models to operational planning of energy plants, modeling and control of nanorobots, classification of documents, identification of disease biomarkers, and prediction of gene signals.§The book is directed to researchers, practicing professionals, and undergraduate as well as graduate students of all disciplines who are interested in enhancing their knowledge in techniques and applications of swarm intelligence.

Parametry knihy

Zařazení knihy Knihy v angličtině Technology, engineering, agriculture Technology: general issues Maths for engineers

• Plný název: Innovations in Swarm Intelligence
• Autor: Chee Peng Lim, Lakhmi C. Jain, Satchidananda Dehuri
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 255
• EAN: 9783642042249
• ISBN: 3642042244
• ID: 01650471
• Nakladatelství: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
• Hmotnost: 1210 g
• Rozměry: 235 × 155 × 25 mm
• Datum vydání: 24. September 2009

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