The DOI matches its Crossref record; 1 of the 1 references it cites were found in a registry or an index.
Pattern-Oriented Modeling of Agent-Based Complex Systems: Lessons from Ecology
Abstract
Agent-based complex systems are dynamic networks of many interacting agents; examples include ecosystems, financial markets, and cities. The search for general principles underlying the internal organization of such systems often uses bottom-up simulation models such as cellular automata and agent-based models. No general framework for designing, testing, and analyzing bottom-up models has yet been established, but recent advances in ecological modeling have come together in a general strategy we call pattern-oriented modeling. This strategy provides a unifying framework for decoding the internal organization of agent-based complex systems and may lead toward unifying algorithmic theories of the relation between adaptive behavior and system complexity.
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Cites
Model selection and multimodel inference: a practical information-theoretic approach.
Guthery, F. S., Burnham, K. P., & Anderson, D. R. (2003) · The Journal of Wildlife Management · doi:10.2307/3802723 · Cited by 41,495
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Cell-signalling dynamics in time and space
Kholodenko, B. N. (2006) · Nature Reviews Molecular Cell Biology · doi:10.1038/nrm1838 · Cited by 1,347
Pain and Stress in a Systems Perspective: Reciprocal Neural, Endocrine, and Immune Interactions
Chapman, C. R., Tuckett, R. P., & Song, C. W. (2008) · The Journal of Pain · doi:10.1016/j.jpain.2007.09.006 · Cited by 541
Best practice in Ecopath with Ecosim food-web models for ecosystem-based management
Heymans, J. J., Coll, M., Link, J. S., Mackinson, S., Steenbeek, J., Walters, C., & Christensen, V. (2016) · Ecological Modelling · doi:10.1016/j.ecolmodel.2015.12.007 · Cited by 529
Mueller, T., & Fagan, W. F. (2008) · Oikos · doi:10.1111/j.0030-1299.2008.16291.x · Cited by 399
NEW HORIZONS FOR MANAGING THE ENVIRONMENT: A REVIEW OF COUPLED SOCIAL‐ECOLOGICAL SYSTEMS MODELING
SCHLÜTER, M., MCALLISTER, R. R. J., ARLINGHAUS, R., BUNNEFELD, N., EISENACK, K., HÖLKER, F., MILNER‐GULLAND, E. J., MÜLLER, B., NICHOLSON, E., QUAAS, M., et al. (2012) · Natural Resource Modeling · doi:10.1111/j.1939-7445.2011.00108.x · Cited by 373
Metadata
- Authors
- Grimm, V., Revilla, E., Berger, U., Jeltsch, F., Mooij, W. M., Railsback, S. F., Thulke, H.-H., Weiner, J., Wiegand, T., & DeAngelis, D. L.
- Venue
- Science
- Published
- 2005-11-11
- Volume
- 310
- Issue
- 5750
- Pages
- 987-991
- ISSN
- 0036-8075 (ISSN-L)
- 1095-9203
- OpenAlex
- W2006012747
- Cited by
- 2,175
- References
- 1
- FWCI
- 54.99
- Type
- journal article
- Language
- en
- Open access
- closed
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- CoChat. (2026). Citation check: Pattern-Oriented Modeling of Agent-Based Complex Systems: Lessons from Ecology. https://app.cochat.ai/papers/10.1126/science.1116681
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- Grimm, V., Revilla, E., Berger, U., Jeltsch, F., Mooij, W. M., Railsback, S. F., Thulke, H.-H., Weiner, J., Wiegand, T., & DeAngelis, D. L. (2005). Pattern-Oriented Modeling of Agent-Based Complex Systems: Lessons from Ecology. Science. https://doi.org/10.1126/science.1116681
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
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