Agent-Based and Individual-Based Modeling: A Practical Introduction, Second Edition
暫譯: 基於代理與個體的建模:實用入門(第二版)

Steven F. Railsback, Volker Grimm

  • 出版商: Princeton University
  • 出版日期: 2019-03-26
  • 售價: $3,150
  • 貴賓價: 9.5$2,993
  • 語言: 英文
  • 頁數: 360
  • 裝訂: Paperback
  • ISBN: 0691190836
  • ISBN-13: 9780691190839
  • 無法訂購

商品描述

The essential textbook on agent-based modeling―now fully updated and expanded

Agent-Based and Individual-Based Modeling has become the standard textbook on the subject for classroom use and self-instruction. Drawing on the latest version of NetLogo and fully updated with new examples, exercises, and an enhanced text for easier comprehension, this is the essential resource for anyone seeking to understand how the dynamics of biological, social, and other complex systems arise from the characteristics of the agents that make up these systems.

Steven Railsback and Volker Grimm lead students stepwise through the processes of designing, programming, documenting, and doing scientific research with agent-based models, focusing on the adaptive behaviors that make these models necessary. They cover the fundamentals of modeling and model analysis, introduce key modeling concepts, and demonstrate how to implement them using NetLogo. They also address pattern-oriented modeling, an invaluable strategy for modeling real-world problems and developing theory.

This accessible and authoritative book focuses on modeling as a tool for understanding real complex systems. It explains how to pose a specific question, use observations from actual systems to design models, write and test software, and more.

  • A hands-on introduction that guides students from conceptual design to computer implementation to analysis
  • Filled with new examples and exercises and compatible with the latest version of NetLogo
  • Ideal for students and researchers across the natural and social sciences
  • Written by two leading practitioners
  • Supported by extensive instructional materials at www.railsback-grimm-abm-book.com

商品描述(中文翻譯)

關於代理基模擬的基本教科書——現在已全面更新和擴展

代理基礎與個體基礎建模已成為該主題的標準教科書,適用於課堂使用和自學。該書基於最新版本的 NetLogo,並全面更新了新的範例、練習以及增強的文本,以便於理解,這是任何希望了解生物、社會及其他複雜系統的動態如何源於構成這些系統的代理特徵的必備資源。

Steven Railsback 和 Volker Grimm 逐步引導學生了解設計、編程、文檔編寫和使用代理基模擬進行科學研究的過程,重點關注使這些模型成為必要的適應性行為。他們涵蓋了建模和模型分析的基本原則,介紹了關鍵的建模概念,並演示如何使用 NetLogo 實現這些概念。他們還討論了以模式為導向的建模,這是一種對於建模現實世界問題和發展理論的寶貴策略。

這本易於理解且權威的書籍專注於將建模作為理解真實複雜系統的工具。它解釋了如何提出具體問題,利用實際系統的觀察來設計模型,編寫和測試軟體等。


  • 一個實用的入門指南,指導學生從概念設計到計算機實現再到分析


  • 充滿新的範例和練習,並與最新版本的 NetLogo 兼容


  • 非常適合自然科學和社會科學的學生和研究人員


  • 由兩位領先的實踐者撰寫


  • 在 www.railsback-grimm-abm-book.com 提供廣泛的教學材料支持