Abstract
The space of all possible musical compositions given the
constraints of the standard Western tonal and rhythmic system is
uncountably vast. We look at a small subsection of this space: Baroque
harmony. The rules governing Baroque harmony have been carefully laid
out by musical scholars, and the size of this search space becomes
tractable if we are given a melody and a key signature to work with.
Music is easily represented in numerical form, and is thus an obvious
candidate for computer manipulation. We investigate a system using the
genetic algorithm that is capable of generating well constructed
Baroque-style harmonies given a user-defined melody
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