Agent-Based Models with MATLAB
暫譯: 使用 MATLAB 的代理基模型

Cuevas, Erik, Avila, Karla, Toski, Miguel Islas

  • 出版商: Morgan Kaufmann
  • 出版日期: 2025-01-22
  • 售價: $6,490
  • 貴賓價: 9.5$6,166
  • 語言: 英文
  • 頁數: 336
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443240043
  • ISBN-13: 9780443240041
  • 相關分類: Matlab
  • 海外代購書籍(需單獨結帳)

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商品描述

Agent-Based Models with MATLAB introduces Agent-Based Modeling (ABM), one of the most important methodologies for complex systems modeling. The book explores computational implementations and accompanying MATLAB software code as a means of inspiring readers to apply agent-based models to solve a diverse range of problems. It comes with a large amount of software code that accompanies the main text, and the modeling systems described in the book are implemented using MATLAB as the programming language. Despite the heavy mathematical components of Agent-Based Models and complex systems, it is possible to utilize these models without in-depth understanding of their mathematical fundamentals. This book enables computer scientists, mathematicians, researchers, and engineers to apply ABM in a wide range of research and engineering applications. It gradually advances from basic to more advanced methods while reinforcing complex systems through practical, hands-on applications of various computational models.

商品描述(中文翻譯)

《基於代理的模型與 MATLAB》介紹了基於代理的建模(Agent-Based Modeling, ABM),這是複雜系統建模中最重要的方法論之一。本書探討了計算實現及隨附的 MATLAB 軟體程式碼,旨在激勵讀者應用基於代理的模型來解決各種問題。書中附有大量與主文本相關的程式碼,並且書中描述的建模系統是使用 MATLAB 作為程式語言實現的。儘管基於代理的模型和複雜系統包含大量數學成分,但仍然可以在不深入理解其數學基礎的情況下使用這些模型。本書使計算機科學家、數學家、研究人員和工程師能夠在廣泛的研究和工程應用中應用 ABM。它逐步從基本方法進展到更高級的方法,同時通過各種計算模型的實踐應用來加強對複雜系統的理解。