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What is Agent-Based Model (ABM)

Handbook of Research on Geoinformatics
A modeling technique with a collection of autonomous decision-making agents, each of which assesses its situation individually and makes decisions on the basis of a pre-set of rules. ABM is used to simulate land use land cover change, crowd behavior, transportation analysis and many other fine-scale geographic applications.
Published in Chapter:
Challenges and Critical Issues for Temporal GIS Research and Technologies
May Yuan (University of Oklahoma, USA)
Copyright: © 2009 |Pages: 10
DOI: 10.4018/978-1-59140-995-3.ch019
Abstract
Temporal Geographic Information Systems (GIS) technology has been a top research subject since late the 1980s. Langran’s Time in Geographic Information Systems (Langran, 1992) sets the first milestone in research that addresses the integration of temporal information and functions into GIS frameworks. Since then, numerous monographs, books, edited collections, and conference proceedings have been devoted to related subjects. There is no shortage of publications in academic journals or trade magazines on new approaches to temporal data handling in GIS, or on conceptual and technical advances in spatiotemporal representation, reasoning, database management, and modeling. However, there is not yet a full-scale, comprehensive temporal GIS available. Most temporal GIS technologies developed so far are either still in the research phase (e.g., TEMPEST developed by Peuquet and colleagues at Pennsylvania State University in the United States) or with an emphasis on mapping (e.g., STEMgis developed by Discovery Software in the United Kingdom).
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Theory Driven Organizational Metrics
Used to create complex models of organizations and systems; for example, with Monte Carlo methods, ABM’s can be designed to reduce biases in Critical Path Method (CPM models and Program Evaluation Review Technique (PERT)) models.
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Restructuring a Military Medical Department Research Center
Used to create complex models of organizations and systems; for example, with Monte Carlo methods, ABM’s can be designed to reduce biases in Critical Path Method (CPM models and Program Evaluation Review Technique [PERT]) models.
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Applying Graphics Processing Unit Technologies to Agent-Based Simulation
A simulation paradigm for modelling complex phenomena that makes use of one or more agents. ABMs simulate phenomena using a bottom-up approach, through emergent behaviour exhibited by the individual agents. This emergent behaviour simulates the overall phenomena.
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