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Agent-Based and Individual-Based Modeling

A Practical Introduction, Second Edition
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( 63 ratings, 2 reviews)
Book Hero Magic crafted this summary to help describe this book. While it's new and still learning, it may not be perfect - your feedback is welcome! Summary
Agent-Based and Individual-Based Modeling by Steven F. Railsback and Volker Grimm is a comprehensive guide on simulating the behaviours and interactions of agents or individuals within a system. The book delves into constructing models that capture the complexity of natural and social processes, providing practical examples and methodologies. It serves as a resource for understanding how to design, implement, and analyse simulations to explore real-world issues scientifically.
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Book Hero Magic created this recommendation. While it's new and still learning, it may not be perfect - your feedback is welcome! IS THIS YOUR NEXT READ?

You might enjoy this book if you're passionate about exploring complex scientific and natural systems through the lens of computer simulations. It's particularly appealing if you're interested in understanding how individual entities interact within ecological models and wish to delve deeper into agent-based and individual-based modelling techniques.

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The essential textbook on agent-based modeling-now fully updated and expandedAgent-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, thi

Book Hero Magic formatted this description to make it easier to read. While it's new and still learning, it may not be perfect - your feedback is welcome! Description

The essential textbook on agent-based modelling—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 behaviours that make these models necessary. They cover the fundamentals of modelling and model analysis, introduce key modelling concepts, and demonstrate how to implement them using NetLogo. They also address pattern-oriented modelling, an invaluable strategy for modelling real-world problems and developing theory.

This accessible and authoritative book focuses on modelling 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.

Book Hero Magic summarised reviews for this book. While it's new and still learning, it may not be perfect - your feedback is welcome! HOW HAS THIS BEEN REVIEWED?

Agent-Based and Individual-Based Modeling by Steven F. Railsback and Volker Grimm is well-regarded for providing a comprehensive introduction to individual- and agent-based models in scientific research. It has been praised for removing barriers to understanding these modelling techniques, particularly in the fields of biology and ecology, where it encourages broader adoption and appreciation. The book is noted as both a practical guide and an insightful introduction to healthy programming and scientific modelling, making it suitable for both newcomers and experienced researchers.

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Book Details

INFORMATION

ISBN: 9780691190839

Publisher: Princeton University Press

Format: Paperback / softback

Date Published: 26 March 2019

Country: United States

Imprint: Princeton University Press

Edition: 2nd edition

Illustration: 60 b/w illus. 9 tables.

Audience: Tertiary education

DIMENSIONS

Width: 203.0mm

Height: 254.0mm

Weight: 250g

Pages: 360

About the Author

Steven F. Railsback is adjunct professor of mathematics at Humboldt State University and a consulting environmental scientist. Volker Grimm is senior scientist in the Department of Ecological Modeling at the Helmholtz Centre for Environmental Research UFZ in Leipzig and professor of theoretical ecology at the University of Potsdam.

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