Goals of CMPLXSYS 501:
This course covers a broad range of fundamental topics relevant to the study of complex systems. The course work involves weekly readings and discussion of papers and selections from books. The readings focus on "classics" in the complex systems literature, in order to give students a broad, general understanding for the variety of work that falls under the rubric of complex systems. Topics to be covered will include evolutionary systems, self-organized criticality, measures of complexity, approaches to modeling complex adaptive systems, and emergence. Authors to be covered include Holland, Axelrod, Kauffman, Bak, and Gell-Mann, Wolfram, Simon and many others.
Classwork and grades:
Grading will be based on participation in the discussions and on two papers:
1. Class discussion 33%
(An incentive to read and discuss!)
2. Short paper I 33%
Due: DD Oct 2007
3. Short paper II 33%
Due: DD Dec 2007
Actual readings for CSCS 501 Fall 2007:
Books which you will want to purchase include:
Waldrup: Complexity -- CSCS has copies for sale; Ask Howard Oishi in the office.
Kelley: Out of Control
This seems to be
online here.
Flake: The Computational Beauty of Nature
Holland: Hidden Order
Ricard Sole and Brian Goodwin: Signs of Life
Stephen Strogatz. Sync: The Emerging Science of Spontaneous Order
Watts: Six Degrees (Maybe this book, too: Barabasi, Linked)
Kauffmann: At Home in the Universe
Electronic Reserve (readings not online and not in required books):
UM's E-Reserves page for this course.
More e-reserves are here!
Some other interesting pages:
Home page for the journal
Complexity
Biomorphs (and other ALife related material)
Site for the Gary Flake book (animated and enhanced pics)
Cobweb steps(try vary x0 and a)
more cobweb
Henon map
Lorenz attractor (try lower field strength
and decrease number of particles)
More Lorenz (better overall shape)
The Chaos hypertextbook descriptions and good diagrams, etc
For a brief explanation of edge of chaos and cellular automata and a
nifty applet, check out
CA applet
EdgeOfChaosCA
Paul Callahan's Game of Life pages