Ebook Agent-Based and Individual-Based Modeling: A Practical Introduction, by Steven F. Railsback, Volker Grimm
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Agent-Based and Individual-Based Modeling: A Practical Introduction, by Steven F. Railsback, Volker Grimm
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Agent-based modeling is a new technique for understanding how the dynamics of biological, social, and other complex systems arise from the characteristics and behaviors of the agents making up these systems. This innovative textbook gives students and scientists the skills to design, implement, and analyze agent-based models. It starts with the fundamentals of modeling and provides an introduction to NetLogo, an easy-to-use, free, and powerful software platform. Nine chapters then each introduce an important modeling concept and show how to implement it using NetLogo. The book goes on to present strategies for finding the right level of model complexity and developing theory for agent behavior, and for analyzing and learning from models.
Agent-Based and Individual-Based Modeling features concise and accessible text, numerous examples, and exercises using small but scientific models. The emphasis throughout is on analysis--such as software testing, theory development, robustness analysis, and understanding full models--and on design issues like optimizing model structure and finding good parameter values.
- The first hands-on introduction to agent-based modeling, from conceptual design to computer implementation to parameterization and analysis
- Provides an introduction to NetLogo with nine chapters introducing an important modeling concept and showing how to implement it using NetLogo
- Filled with examples and exercises, with updates and supplementary materials at http://www.railsback-grimm-abm-book.com/
- Designed for students and researchers across the biological and social sciences
- Written by leading practitioners
Leading universities that have adopted this book include:
- Amherst College
- Brigham Young University
- Carnegie Mellon University
- Cornell University
- Miami University
- Northwestern University
- Old Dominion University
- Portland State University
- Rhodes College
- Susquehanna University
- University College, Dublin
- University of Arizona
- University of British Columbia
- University of Michigan
- University of South Florida
- University of Texas at Austin
- University of Virginia
- Sales Rank: #303656 in Books
- Brand: Brand: Princeton University Press
- Published on: 2011-11-06
- Original language: English
- Number of items: 1
- Dimensions: 9.90" h x .90" w x 8.00" l, 1.70 pounds
- Binding: Paperback
- 352 pages
- Used Book in Good Condition
Review
"Biologists . . . have been relatively slow to take advantage of enhanced computing power and unlock the potential of these techniques. This book removes any excuse. Based on a course run by the authors, who both come from an ecological background, and building on an earlier, more conceptual book, this aims to provide the necessary tools to students and researchers."--Frontiers of Biogeography
"This volume would be an excellent text for an introductory course in modeling as science, or for self-study by a mature researcher interested in learning about this important new way of doing science."--H. Van Dyke Parunak, JASSS
"This book represents something I have been waiting for some years now: a good and solid introduction to the field of individual- and agent-based models (hereafter IBM/ABM's). This book fulfills my needs, using a mix of theory and practical examples which seems to suit the topic well. . . . [T]he book is not only a practical guide but also serves as a good introduction to the basics of 'healthy' programming. These authors are the right ones to do this as they have a strong background in the philosophical aspects as well as the practical issues of modeling."--Basic and Applied Ecology
"Railsback and Grimm have done the heavy lifting required to establish a solid IBM course by providing a carefully crafted inquiry-based curriculum. This accomplishment removes a major impediment to the proliferation of IBM courses. Although the book seems aimed at a graduate-level course, I also do not see why an ambitious teacher with motivated students could not use this textbook as the basis of an upper-level undergraduate course in individual based modeling. Agent-based and individual-based modeling has the potential to foster an appreciation of the value and place of individual-based models in our field in the next generation of emerging ecologists (who already have computational leanings)."--Christopher X. Jon Jensen, Ecology
From the Back Cover
"Knitting together ecology, economics, and social systems, this wonderful book will encourage and enlighten novices and experienced modelers alike. It highlights the importance of patterns at every level of the modeling process, the need for clear explication of assumptions, and the benefits of models composed of discrete entities (agents) which interact, evolve, and mimic reality."--Louis Gross, University of Tennessee, Knoxville
"Railsback and Grimm provide a needed book on how to develop, code, and analyze agent-based models. They so expertly explain the art and science of modeling that even the most modeling-shy beginner will master the skills. Readers will also gain a deep understanding of the increasing importance of agent-based models for interpreting the patterns of nature and human society."--Donald L. DeAngelis, U.S. Geological Survey
"Railsback and Grimm have written a superb introduction to agent-based models. They combine hands-on programming exercises, introductions to some of the core concepts in complex systems, and instruction in model design and analysis. The result is an excellent book that's ideal for both undergraduates and academics."--Scott E. Page, author of Diversity and Complexity
"This exceptional book offers a systematic introduction to the scientific use of agent-based modeling, including the implementation, testing, and validation of models. Until now there was no good textbook available to teach students the theory and practice of agent-based modeling. Railsback and Grimm provide such a text, one that will likely become a classic in the field."--Marco A. Janssen, Arizona State University
"This book is an invaluable guide to agent-based modeling. A significant contribution to the field, it will train the next generation of modelers and teach best practices to existing modelers. Railsback and Grimm have in-depth expertise and experience in developing and teaching agent-based modeling, and are well qualified to write such a book."--Richard Stillman, Bournemouth University
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 at the University of Potsdam. They are the authors of Individual-Based Modeling and Ecology (Princeton).
Most helpful customer reviews
27 of 32 people found the following review helpful.
Netlogo for ecologists
By Miklos N Szilagyi
Finally, an introduction to agent-based modeling using Netlogo. Vow! I have been waiting for such a book for years. Looking at the titles of the chapters it looks like the perfect book to learn agent-based modeling and Netlogo at the same time. Indeed, if you are an ecologist, this is THE book for you. Unfortunately, if you are interested in anything else, The Netlogo User Manual is still your best choice. This book gives too much detail about modeling ecological problems without paying enough attention to fundamental information about agent-based modeling or Netlogo. Out of 103 references 76 are about biology, most of them about special problems of ecology. The classical books about agent-based modeling are not even mentioned (Growing Artificial Societies by Epstein and Axtell is the only exception).
Drs. Railsback and Grimm are established scientists and modelers. I strongly encourage them to publish a revised second edition of this book that would really deserve to be called a practical introduction to agent-based modeling and Netlogo.
9 of 9 people found the following review helpful.
Excellent resource for teaching secondary school students
By J. Taylor
I have been using this text as a resource for a middle school (7th and 8th grades) computational science class focusing on agent-based modeling. The first projects (mushroom hunters and butterfly hill-climbing) have provided rich experiences for my students. This is my first chance to teach this sort of modeling using NetLogo--after many years of teaching with StarLogo--and it has been a real pleasure to see a text oriented towards experimentation with ABMs in a language with such a gentle learning curve become available. I intend to use the text itself in a more advanced course for high schoolers in the fall.
9 of 9 people found the following review helpful.
NetLogo Book of Railsback and Grimm
By Aristotelis Gkiolmas
Excellent book! A thorough introduction to NetLogo programming, most helpful for beginners in the field.
I work in Education and this book helps a lot with also TEACHING NetLogo. I strongly recommend it to everyone, Biologist or not, who is working with the specific programmming environment.
Aristotelis Gkiolmas, Athens, GREECE.
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