Agent-Based Modeling and Simulation with Swarm (Hardcover)

Swarm-based multi-agent simulation leads to better modeling of tasks in biology, engineering, economics, art, and many other areas. It also facilitates an understanding of complicated phenomena that cannot be solved analytically. Agent-Based Modeling and Simulation with Swarm provides the methodology for a multi-agent-based modeling approach that integrates computational techniques such as artificial life, cellular automata, and bio-inspired optimization. Each chapter gives an overview of the problem, explores state-of-the-art technology in the field, and discusses multi-agent frameworks. The author describes step by step how to assemble algorithms for generating a simulation model, program, method for visualization, and further research tasks. While the book employs the commonly used Swarm system, readers can model and develop the simulations with their own simulator. To encourage hands-on exploration of emergent systems, Swarm-based software and source codes are available for download from the author's website. A thorough overview of multi-agent simulation and supporting tools, this book shows how this type of simulation is used to acquire an understanding of complex systems and artificial life. It carefully explains how to construct a simulation program for various applications.

General

Imprint:	Crc Press
Country of origin:	United States
Series:	Chapman & Hall/CRC Studies in Informatics Series
Release date:	June 2013
First published:	2013
Authors:	Hitoshi Iba
Dimensions:	234 x 156 x 22mm (L x W x T)
Format:	Hardcover
Pages:	317
ISBN-13:	978-1-4665-6234-9
Categories:	Books > Computing & IT > Applications of computing > Computer modelling & simulation
LSN:	1-4665-6234-X
Barcode:	9781466562349

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