Agent-based and individual-based modeling : a practical introduction /
Steven F. Railsback and Volker Grimm
- second edition.
- New Jersey : Princeton University Press, 2019
- xviii, 340 pages : illustrations.
Includes bibliographical references and index.
Models, agent-based models, and the modeling cycle -- Getting started with NetLogo -- Describing and formulating ABMs : the ODD protocol -- Implementing a first agent-based model -- From animations to science -- Testing your program -- Emergence -- Observation -- Sensing -- Adaptive behavior and objectives -- Prediction -- Interaction -- Scheduling -- Stochasticity -- Collectives -- Patterns for model structure -- Theory development -- Parameterization and calibration -- Analyzing and understanding ABMs -- Sensitivity, uncertainty, and robustness analysis -- Where to go from here.