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Grammatical Evolution: Solving Trigonometric Identities.

, , and . In proceedings of Mendel 1998: 4th International Mendel Conference on Genetic Algorithms, Optimisation Problems, Fuzzy Logic, Neural Networks, Rough Sets., page 111--119. Brno, Czech Republic, Technical University of Brno, Faculty of Mechanical Engineering, (June 1998)

Abstract

We describe a Genetic Algorithm that can evolve complete programs using a variable length linear genome to govern the mapping of a Backus Naur Form grammar definition to a program. Expressions and programs of arbitrary complexity may be evolved. Our system, Grammatical Evolution, has already been applied to a symbolic regression problem. Here we apply our system to find Trigonometric Identities for Cos2x.

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