Name: Agent-Based and Individual-Based Modeling – A Practical Introduction (en Inglés)
Price: 88.67 USD
Availability: InStock
Author: Steven F. Railsback, Volker Grimm
ISBN: 9780691136745

portada Agent-Based and Individual-Based Modeling – A Practical Introduction (en Inglés)

Agent-Based and Individual-Based Modeling – A Practical Introduction (en Inglés)

Formato

Libro Físico

Editorial

Princeton Univ Press

Autor

Steven F. Railsback, Volker Grimm

Año

2011

Idioma

Inglés

N° páginas

344

Encuadernación

Tapa Blanda

ISBN13

9780691136745

N° edición

59468th

Categorías

Matemáticas y ciencias
Tecnología, ingeniería, agricultura, procesos industriales

Agent-Based and Individual-Based Modeling – A Practical Introduction (en Inglés)

Steven F. Railsback, Volker Grimm (Autor) · Princeton Univ Press · Tapa Blanda

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Reseña del libro "Agent-Based and Individual-Based Modeling – A Practical Introduction (en Inglés)"

Agent-Based and Individual-Based Modeling: A Practical Introduction by Steven F. Railsback and Volker Grimm is a comprehensive and accessible textbook that introduces readers to the methodology and practice of agent‑based modeling (ABM) and individual‑based modeling (IBM) for understanding complex systems across biological, social, and ecological domains. The book guides students and researchers from the fundamentals of model design and implementation to in‑depth analysis, presenting clear conceptual frameworks and hands‑on examples that demonstrate how the dynamics of complex systems emerge from the behavior of individual agents within them. It also offers an introduction to NetLogo, a widely used platform for developing and simulating agent‑based models as part of the learning process.

Designed for learners and practitioners in ecology, social sciences, environmental studies, data science, and related fields, this textbook emphasizes both the theoretical foundations and practical skills of modeling such as model testing, robustness analysis, parameter tuning, and interpretation of results. Each chapter introduces a key concept in modeling and shows how to implement it with NetLogo, making it suitable as both a course text and a self‑study resource. The book’s examples and exercises help build confidence in applying agent‑based techniques to real‑world problems, from ecological interactions to social behavior and beyond.