corner
corner

Phys. Rev. Lett. 84, 3185–3188 (2000)

Self-Organized Networks of Competing Boolean Agents

Download: PDF (87 kB) Buy this article Export: BibTeX or EndNote (RIS)

Maya Paczuski1,2,3, Kevin E. Bassler3, and Álvaro Corral1
1Niels Bohr Institute, Blegdamsvej 17, 2100 Copenhagen, Denmark
2NORDITA, Blegdamsvej 17, 2100 Copenhagen, Denmark
3Department of Physics, University of Houston, Houston, Texas 77204-5506

Received 6 May 1999; revised 23 December 1999; published in the issue dated 3 April 2000

A model of Boolean agents competing in a market is presented where each agent bases his action on information obtained from a small group of other agents. The agents play a competitive game that rewards those in the minority. After a long time interval, the poorest player's strategy is changed randomly, and the process is repeated. Eventually the network evolves to a stationary but intermittent state where random mutation of the worst strategy can change the behavior of the entire network, often causing a switch in the dynamics between attractors of vastly different lengths.

© 2000 The American Physical Society

URL:
http://link.aps.org/doi/10.1103/PhysRevLett.84.3185
DOI:
10.1103/PhysRevLett.84.3185
PACS:
02.50.Le, 05.65.+b, 87.23.Ge, 87.23.Kg