By Steven F. Railsback, Volker Grimm
Agent-based modeling is a brand new approach for knowing how the dynamics of organic, social, and different advanced platforms come up from the features and behaviors of the brokers making up those structures. This cutting edge textbook offers scholars and scientists the abilities to layout, enforce, and research agent-based versions. It begins with the basics of modeling and gives an creation to NetLogo, an easy-to-use, unfastened, and strong software program platform. 9 chapters then each one introduce an incredible modeling thought and exhibit how you can enforce it utilizing NetLogo. The booklet is going directly to current ideas for locating the precise point of version complexity and constructing idea for agent habit, and for reading and studying from models.
Agent-Based and Individual-Based Modeling gains concise and obtainable textual content, a number of examples, and routines utilizing small yet medical types. The emphasis all through is on analysis--such as software program checking out, concept improvement, robustness research, and figuring out complete models--and on layout matters like optimizing version constitution and discovering stable parameter values.
the 1st hands-on advent to agent-based modeling, from conceptual layout to computing device implementation to parameterization and analysis
offers an creation to NetLogo with 9 chapters introducing a tremendous modeling inspiration and displaying tips on how to enforce it utilizing NetLogo
jam-packed with examples and workouts, with updates and supplementary fabrics at http://www.railsback-grimm-abm-book.com/
Designed for college students and researchers around the organic and social sciences
Written via top practitioners
Read Online or Download Agent-Based and Individual-Based Modeling: A Practical Introduction PDF
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Extra info for Agent-Based and Individual-Based Modeling: A Practical Introduction
If you switch back to the Interface tab, the label of the setup button is now black, indicating that it now finds a setup procedure to execute— even though this procedure is still empty and does nothing. Go back to the Procedures tab and delete the word end. Click the Check button again. You will obtain an error message, saying that a procedure does not end with end. Undo your deletion of end by typing CTRL-Z several times. 20 Chapter 2 Programming note: Shortcut keys for editing For editing code, the following control key (or command key, on Apple computers) combinations (invented in the stone age of computing) are still essential: CTRL-C (copy), CTRL-V (paste), CTRL-X (delete and copy to clipboard), CTRL-F (find or replace), CTRL-Z (undo), and CTRL-Y (redo).
Here, you can send commands to the observer or to all patches, turtles, or links, and get the results of output primitives such as show. Read the “Command Center” section of the User Manual and try some commands such as telling the patches to set pcolor blue. The ability to type in commands in Agent Monitors and the Command Center may not seem useful at first, but as you become a better NetLogo programmer you will find these tools extremely helpful. As a fun example, use the Command Center to do the following.
The remaining thing to be specified here are the model’s temporal and spatial scales. Temporal scales refer to how time is represented: how long a time is simulated (the “temporal extent”), and how the passage of time is simulated (these topics are covered more thoroughly in chapter 14). Most ABMs represent time using discrete time steps of, for example, a day, week, or year (the “temporal resolution” or “time step size”). The use of time steps means that all the processes and changes happening at times shorter than a time step are only summarized and represented by how they make state variables jump from one time step to the next.
Agent-Based and Individual-Based Modeling: A Practical Introduction by Steven F. Railsback, Volker Grimm