Efficient system-wide colordination in noisy environments

André A. Moreira, Abhishek Mathur, Daniel Diermeier, Luís A.N. Amaral*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

50 Scopus citations

Abstract

Many natural and social systems display global organization and coordination without centralized control. The origin of this global coordination is a topic of great current interest. Here we investigate a density-classification task as a model system for coordination and information processing in decentralized systems. We show that sophisticated strategies, selected under idealized conditions, are not robust to environmental changes. We also demonstrate that a simple heuristic is able to successfully complete the classification task under a broad range of environmental conditions. Our findings hint at the possibility that complex networks and ecologically efficient rules coevolve over time.

Original languageEnglish (US)
Pages (from-to)12085-12090
Number of pages6
JournalProceedings of the National Academy of Sciences of the United States of America
Volume101
Issue number33
DOIs
StatePublished - Aug 17 2004

ASJC Scopus subject areas

  • General

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