Agent-Based Modelling and Geographical Information Systems

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Agent-Based Modelling and Geographical Information Systems

Name: Agent-Based Modelling and Geographical Information Systems
Brand: SAGE PUBLICATIONS LTD
SKU: 9781473958654
Price: 125.0 AUD
Availability: InStock

SAGE PUBLICATIONS LTDISBN: 9781473958654

A Practical Primer

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$125.00

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Imprint: SAGE PUBLICATIONS LTD
By: By Andrew Crooks, Nick Malleson, Ed Manley, Alison Heppenstall
Release Date: March 27, 2019
Format: PAPERBACK
Pages: 408

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This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action, and interaction. Agent-Based Models (ABM) - computational models which simulate human action and interaction - do just that. This textbook explains how to design and build ABM and how to link the models to Geographical Information Systems. It guides you from the basics through to constructing more complex models which work with data and human behaviour in a spatial context. All of the fundamental concepts are explained and related to practical examples to facilitate learning (with models developed in NetLogo with all code examples available on the accompanying website). You will be able to use these models to develop your own applications and link, where appropriate, to Geographical Information Systems. All of the key ideas and methods are explained in detail: geographical modelling; an introduction to ABM; the fundamentals of Geographical Information Science; why ABM and GIS; using QGIS; designing and building an ABM; calibration and validation; modelling human behavior. An applied primer, that provides fundamental knowledge and practical skills, it will provide you with the skills to build and run your own models, and to begin your own research projects.

Chapter 1 Agent-based Modelling and Geographical Information Systems Chapter 2 Introduction to Agent-based Modelling Chapter 3 Designing and Developing an Agent-based Model Chapter 4 Building Agent-based Models with NetLogo Chapter 5 Fundamentals of GIS Chapter 6 Integrating Agent-based Models and GIS Chapter 7 Modelling Human Behaviour Chapter 8 Networks Chapter 9 Spatial Statistics Chapter 10 Evaluating Models: Verification, Calibration, Validation Chapter 11 Alternative Modelling Approaches Chapter 12 Summary and Outlook Appendix

A great introduction for all those interested in learning about agent-based simulation where physical space is an important factor. Importantly this integrates GIS and other common geographic approaches with simulation approaches. Both beginners and more advanced researchers will find a lot of useful information here. -- Bruce Edmonds A highly original textbook linking complex systems and agent-based modeling with GIS using theoretical and methodological perspectives, software implementations, and real-world applications. A much-needed book for students at all levels to learn about geosimulation and modelling with geographic automata. -- Suzana Dragicevic This textbook is a must-have for everybody who wants to learn or know about agent-based models integrated with geographic information systems. It combines in-depth introductions to basic concepts with hands-on advice on technical detail and covers all relevant aspects. -- Volker Grimm I fully expect to recommend individual chapters to students when they come to me with detailed questions, when they need a refresher on some of the concepts, or when they show specific knowledge gaps that need to be filled in. -- Julia Kasmire * SAGE Journal: Environment and Planning B: Urban Analytics and City Science *

Agent-Based Modelling and Geographical Information Systems

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