Publications
Complex Systems
Galla, T., and J. D. Farmer. “Complex Dynamics in Learning Complicated Games. http://arxiv.org/abs/1109-4250.
Nagy, Béla, J. Doyne Farmer, Jessika E. Trancik, and John Paul Gonzales. “Superexponential Long-Term Trends in Information Technology. J. of Technological Forecasting and Social Change 73 (2011): 1061-1083.
Bais, F. A., J. D. Farmer. “The Physics of Information.” In Philosophy of Information, 609-684. Eds. Pieter Adriaans and Johan Van Benthem. Elsevieer, 2008
Farmer, J. Doyne, and John Geanakoplos, “Power Laws in Economics and Elsewhere.” Work in progress, January 2008. PDF
White, D. R., N. Kejzar, C. Tsallis, J. D. Farmer, and S. D. White. "A Generative Model for Feedback Networks." Physical Review E 73(1) (2006): Art. No. 016119 Part 2. PDF
Newman, M. E. J., M. Girvan, and J. D. Farmer. "Optimal Design, Robustness, and Risk Aversion." Phys. Rev. Lett. 89(2) (2002): 028301. PDF
Bagley, Richard J., and J. Doyne Farmer. “Spontaneous Emergence of a Metabolism.” In Artificcial Life II, eds. C. Langton, C. Taylor, J. D. Farmer, and S. Rasmussen, 93-140. Santa Fe Institute Studies in the Sciences of Complexity, vol. X. Redwood City, CA: Addison-Wesley, 1991. PDF
Bagley, Richard J., J. Doyne Farmer, and Walter Fontana. “Evolution of a Metabolism.” In Artificcial Life II, eds. C. Langton, C. Taylor, J. D. Farmer, and S. Rasmussen, 141 - 158. Santa Fe Institute Studies in the Sciences of Complexity, vol. X. Redwood City, CA: Addison-Wesley, 1991. PDF
Eubank, Stephen, and J. Doyne Farmer. “An Introduction to Chaos and Randomness.” In 1989 Lectures in the Sciences of Complexity, ed. E. Jen. Santa Fe Institute Studies in the Sciences of Complexity, Lect. Vol. II. Redwood City, CA: Addison-Wesley, 1990. PDF
Bagley, R. J., J. D. Farmer, S. A. Kauffman, N. H. Packard, A. S. Perelson, and I. M. Stadnyk. "Modeling Adaptive Biological Systems." Biosystems 23 (1989): 113-138. PDF
Farmer, J. D., N. H. Packard and A. Perelson. "The Immune System, Adaptation, and Machine Learning." Physica D 22(1-3) (1986): 187-204. PDF
Farmer, J. D., A. S. Lapedes, N. Packard, and B. Wendroff, eds. Evolution, Games, and Learning: Models for Adaption in Machines and Nature. Amsterdam: North Holland Physics Publishing, 1986.
Keeler, J. D., and J. D. Farmer. "Robust Space-Time Intermittency And 1/f Noise." Physica D 23 (1986): 413-435. PDF
Burks, C., and J. D. Farmer. "Towards Modeling DNA Sequences Sequences as Automata." Physica D 10(1-2) (1984): 157-167. PDF
Farmer, J. D., T. Toffoli, and S. Wolfram, eds. Cellular Automata, Proceedings of an Interdisciplinary Workshop, Los Alamos, New Mexico 87545, USA, March 7-11, 1983. Amsterdam: North Holland Physics Publishing, 1984.