Agent-Based Modeling and Simulation with Swarm (Chapman & by Hitoshi Iba

By Hitoshi Iba

Swarm-based multi-agent simulation results in greater modeling of projects in biology, engineering, economics, artwork, and plenty of different parts. It additionally allows an figuring out of advanced phenomena that can't be solved analytically. Agent-Based Modeling and Simulation with Swarm offers the technique for a multi-agent-based modeling technique that integrates computational innovations akin to synthetic existence, mobile automata, and bio-inspired optimization.

Each bankruptcy provides an summary of the matter, explores cutting-edge expertise within the box, and discusses multi-agent frameworks. the writer describes step-by-step how one can gather algorithms for producing a simulation version, software, process for visualisation, and additional learn initiatives. whereas the ebook employs the widely used Swarm approach, readers can version and improve the simulations with their very own simulator. To motivate hands-on exploration of emergent structures, Swarm-based software program and resource codes can be found for obtain from the author’s site.

A thorough assessment of multi-agent simulation and assisting instruments, this e-book exhibits how this sort of simulation is used to obtain an figuring out of advanced structures and synthetic lifestyles. It conscientiously explains the best way to build a simulation application for varied applications.

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