Agent-Based Modeling and Simulation with Swarm(Paperback)
暫譯: 基於代理的建模與模擬:使用 Swarm

Hitoshi Iba

  • 出版商: Chapman
  • 出版日期: 2016-11-08
  • 售價: $2,810
  • 貴賓價: 9.5$2,670
  • 語言: 英文
  • 頁數: 317
  • 裝訂: Paperback
  • ISBN: 1138033707
  • ISBN-13: 9781138033702
  • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

基於群體的多代理模擬能夠更好地建模生物學、工程學、經濟學、藝術及其他許多領域的任務。它還有助於理解那些無法用解析方法解決的複雜現象。《基於群體的代理建模與模擬(Agent-Based Modeling and Simulation with Swarm)》提供了一種多代理建模方法論,整合了人工生命、細胞自動機和生物啟發優化等計算技術。

每一章都概述了問題,探索該領域的最新技術,並討論多代理框架。作者逐步描述了如何組裝生成模擬模型的算法、程式、可視化方法以及進一步的研究任務。雖然本書使用了常用的Swarm系統,但讀者也可以使用自己的模擬器來建模和開發模擬。為了鼓勵對新興系統的實踐探索,基於群體的軟體和源代碼可從作者的網站下載。

這本書對多代理模擬及其支持工具進行了全面的概述,展示了這種類型的模擬如何用於獲取對複雜系統和人工生命的理解。它詳細解釋了如何為各種應用構建模擬程式。