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Solving Even-Parity Problems using Traceless Genetic Programming

. Proceedings of the 2004 IEEE Congress on Evolutionary Computation, 2, стр. 1813--1819. Portland, Oregon, IEEE Press, (20-23 June 2004)

Аннотация

A new Genetic Programming (GP) variant called Traceless Genetic Programming (TGP) is proposed in this paper. The main difference between TGP and other GP techniques is that TGP does not explicitly store the evolved computer programs. TGP is applied for evolving digital circuits for the even-parity problem. Numerical experiments show that TGP outperforms standard GP with several orders of magnitude.

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