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This document discusses using a genetic algorithm to optimize the game play of the open-source chess program GNU-Chess. A genetic algorithm is a method for solving optimization problems that is inspired by Charles Darwin's theory of natural selection. The document proposes using e-mail to distribute the evaluation of potential solutions to the distributed computing network BOINC in order to refine the game play evaluation functions for GNU-Chess through genetic optimization.
