Submachine code genetic programming and multiple classification GP runs are used to winow the predictive inputs and then evolve an entry to the WCCI-2007 binary time series prediction task held at the Congress on Evolutionary Computation (CEC-2006) held in Vancouver.

The topic of Hamiltonian chaos is a whole course in itself, and we will only touch on a few highlights. For further information see Ott chapter 7, and review papers by Berry [1] and Helleman [2]. The ideal pendulum discussed in chapter 2 is an example of a Hamiltonian system. In many ways this system is typical of the ones taught in elementary courses on mechanics: the orbits are periodic and c...