Introduction to Agent-Based Modeling Introduction to Agent-Based Modeling

Introduction to Agent-Based Modeling

with applications to social, ecological, and social-ecological systems

    • ٥٫٠ - ١ تقييم
    • ‏9٫99 US$
    • ‏9٫99 US$

وصف الناشر

This textbook provides a practical introduction to agent-based modeling using NetLogo based on 15 years of teaching this methodology to students in the life and social sciences. Agent-based modeling is increasingly used by social and life scientists in their research and teaching. Agent-based modeling is discussed in this book as a research tool in tandem with other methodologies, as such attention is given to modeling as a scientific method.


The book first describes basic concepts and introduces you to NetLogo. Then gets you more familiar with modeling and NetLogo by exploring several classic agent-based models. Further, we discuss methods to analyze models using sensitivity analysis and calibration. We close with a series of chapters on ecosystem management, and diffusion of viruses, and gossip and innovations in networks.


Each chapter uses practical examples with NetLogo models, and those models are freely available to the readers.

النوع
كمبيوتر وإنترنت
تاريخ النشر
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٣ فبراير
اللغة
EN
الإنجليزية
عدد الصفحات
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الناشر
Marco A. Janssen
البائع
Marco Janssen
الحجم
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‫م.ب.‬
Reinforcement Learning, second edition Reinforcement Learning, second edition
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Fundamentals of Machine Learning for Predictive Data Analytics, second edition Fundamentals of Machine Learning for Predictive Data Analytics, second edition
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Efficient Learning Machines Efficient Learning Machines
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Data Science for Business Data Science for Business
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Data Analysis with Open Source Tools Data Analysis with Open Source Tools
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Deep Learning for Coders with fastai and PyTorch Deep Learning for Coders with fastai and PyTorch
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