Bibliography -- Week 7

Marvin Minsky and Seymour Papert (1969). Perceptrons: an Introduction to Computational Geometry. MIT Press. Expanded edition 1988.

Didier Dubois (1980). Fuzzy sets and systems: theory and applications. Academic Press.

Web Resources:

• Java applet demo of image compression using a bottleneck neural net. Available at:
  http://neuron.eng.wayne.edu/bpImageCompression9PLUS/bp9PLUS.html
• Java applet demo of neural net control of ball balancing on a seesaw. (Time step needs to be adjusted down to around 0.001.) Available at:
  http://neuron.eng.wayne.edu/bpBallBalancing/ball5.html
• Optical character recognition. Available at:
  http://www.sund.de/netze/applets/BPN/bpn2/ochre.html
• Java applet demo of genetic algorithm for finding global maximum of a function with many local maxima. Available at:
  http://ai.bpa.arizona.edu/~mramsey/ga.html
• Genetic algorithm to solve the traveling salesman problem, sped up by directed mutations according to a local optimization method. Paper describing the method: Available at:
  http://www.gcd.org/sengoku/docs/arob98.pdf
  Java applet demo: Available at:
  http://www-cse.uta.edu/~cook/ai1/lectures/applets/gatsp/TSP.html