Agent-based Modeling and Simulation in Archaeology
Description
Archaeology has been historically reluctant to embrace the subject of agent-based simulation, since it was seen as being used to "re-enact" and "visualize" possible scenarios for a wider (generally non-scientific) audience, based on scarce and fuzzy data. Furthermore, modeling "in exact terms" and programming as a means for producing agent-based simulations were simply beyond the field of the social sciences.
This situation has changed quite drastically with the advent of the internet age: Data, it seems, is now ubiquitous. Researchers have switched from simply collecting data to filtering, selecting and deriving insights in a cybernetic manner. Agent-based simulation is one of the tools used to glean information from highly complex excavation sites according to formalized models, capturing essential properties in a highly abstract and yet spatial manner. As such, the goal of this book is to present an overview of techniques used and work conducted in that field, drawing on the experience of practitioners.
Reviews / Votes
From the book reviews:
"Agent-based Modeling and Simulation in Archaeology provides a much-needed update, in one solid volume, on the methods and practice of using agent-based modeling to understand the past. . The most useful portion of this book to those new to agent-based modeling is probably the Methods section. . this book will be a worthwhile addition to our bookshelves, and I can already imagine incorporating it into courses in agent-based modeling." (simulatingcomplexity, simulatingcomplexity.wordpress.com, February, 2015)More details
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Persons
Kerstin Kowarik is an archaeologist working at the Natural History Museum Vienna specializing in the European Bronze Age and Early Iron Age. She is currently engaged with several research projects on the prehistoric salt mines of Hallstatt. Her research focuses on provisioning structures, organization of trade and human - environment interaction. She has a special interest in exploring the potential of computer based simulations for archaeological research, economic archaeology and environmental archaeology.
Hans Reschreiter is an archaeologist working at the Natural History Museum Vienna specializing in prehistoric crafts and technology as well as prehistoric mining. He is head of the archaeological excavations in the prehistoric salt mines of Hallstatt (Austria). His research focuses on working processes and mining technology. He has a special interest in prehistoric wood working, experimental archaeology and ethnoarchaeology.
Content
Introduction.- Explaining the past with ABM: on modeling philosophy.- Modeling archaeology: origins of the artificial Anasazi Project and beyond.- Agent-based simulation in archaeology: a characterization.- Reproducibility.- Geosimulation: modeling spatial processes.- Large simulations and small societies: high performance computing for archaeological simulations.- Mining with agents: modeling prehistoric mining and prehistoric economy.- Modeling settlement rank-size fluctuations.- Understanding the iron age economy: sustainability of agricultural practices under stable population growth.- Simulating Patagonian territoriality in prehistory: space, frontiers and networks among hunter-gatherers.- How did sugarscape become a whole society model?.