2000 Complex Systems Summer School Santa Fe-Readings

2000 Complex Systems Summer School Santa Fe Home Faculty Participants Readings

Mitchell, Melanie, An introduction to genetic algorithms. Cambridge, Mass:MIT Press, 1996.

Fogel, David B., Evolutionary computation : toward a new philosophy of machine intelligence. New York : IEEE Press, 1995.

Mitchell, Tom M., Machine learning, New York : McGraw-Hill, 1997.

Hopcroft, John E. and llman, Jeffrey D., Introduction to automata theory, languages, and computation. Reading, Mass.:Addison-Wesley, 1979.

Strogatz, Steven H., Nonlinear dynamics and chaos: With applications to physics, biology, chemistry, and engineering. Reading, Mass.: Addison-Wesley Pub., 1994.

C. Garrod, Statistical mechanics and thermodynamics, Oxford University Press, 1995.

D.K. Campbell, "Nonlinear Science: From Paradigms to Practicalities," Los Alamos Science 15, 218-262 (1987); Reprinted in From Cardinals to Chaos: Reflections on the Life and Legacy of Stanislaw Ulam (Cambridge University Press, 1989).

Karlin, S, and Taylor, H., "A first course in stochastic processes". Academic Press, 1975.

Wong, E. and Thomas, J., "Introduction to random processes", Springer-Verlag, 1983.

Cover, T.M. and Thomas, Joy A. Elements of Information Theory. New York:Wiley, 1991.

Bonabeau, Eric, Dorigo, Marco, and Theraulaz, Guy. Swarm Intelligence. New York:Oxford University Press, 1999.

Brown, J. and West, G. Scaling in Biology. New York: Oxford University Press, 1999.

Belew, R.K. and Mitchell, M. Adaptive Individuals in Evolving Populations. Reading, MA: Addison-Wesley.

The economy as an evolving complex system : the proceedings of the Evolutionary Paths of the Global Economy Workshop, held September, 1987 in Santa Fe, New Mexico / edited by Philip W. Anderson, Kenneth J. Arrow, David Pines. Redwood City, Calif.:Addison-Wesley Pub. Co., 1988.

The Economy as an Evolving Complex System II, Editors, W. Brian Arthur, Steven N. Durlauf, David A. Lane. Reading, Mass : Addison-Wesley, 1997.

Huberman, B. A. The Ecology of Computation. Amsterdam:North-Holland, 1988.

Jen, E. (ed.), 1989 Lectures in Complex Systems. Reading, Mass.: Addison-Wesley Pub., 1990

Nadel, L. and D. Stein (eds.), 1990 Lectures in Complex Systems. Reading, Mass.: Addison-Wesley Pub., 1991

Nadel, L. and D. Stein (eds.), 1991 Lectures in Complex Systems. Reading, Mass.: Addison-Wesley Pub., 1992.

Nadel, L. and D. Stein (eds.), 1992 Lectures in Complex Systems. Reading, Mass.: Addison-Wesley Pub., 1993.

Nadel, L. and D. Stein (eds.), 1993 Lectures in Complex Systems. Reading, Mass.: Addison-Wesley Pub., 1994