book · draft
Growing Artificial Societies
Epstein and Axtell's 1996 Sugarscape experiments, which showed how migration, inequality, trade and conflict can grow from simple agents on a landscape; the founding book of agent-based social simulation.
Sugarscape is a landscape on which simple agents search for sugar. Each has a little vision and a metabolism, and dies when its sugar runs out. From those rules alone the simulations produce seasonal migration, skewed wealth distributions, tribes, war, and population booms and crashes. Add a second resource and trade and markets appear.
This is an agent-based model: a simulation built from many individual actors, each following its own rules. Epstein and Axtell present it as a first step towards a social science that grows its phenomena from the bottom up, instead of fitting equations to aggregates.
The book came out of the 2050 Project on sustainable development. The Brookings Institution, the Santa Fe Institute and the World Resources Institute ran that project jointly. Brookings published the book with MIT Press.
Every twin that populates a place with individual actors descends from Sugarscape. The book is short and concrete. It shows what emergence, large patterns arising from many small interactions, looks like in a spatial model.
- authors
- Joshua M. Epstein, Robert Axtell
- publisher
- Brookings Institution Press and MIT Press
- year
- 1996
- isbn
- 9780262550253
- url
- https://openlibrary.org/works/OL39140744W
produced by this organization or person
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Computational social scientist at George Mason University who built Sugarscape, the model behind Growing Artificial Societies (1996), with Joshua Epstein.
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Epidemiologist at New York University and a pioneer of agent-based modelling; co-author of Sugarscape and author of Generative Social Science.
Tags: agent-based, sugarscape, emergence, social simulation, history