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12

TSMC
2002

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Dynamic page based crossover in linear genetic programming

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Dynamic page based crossover in linear genetic programming

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Page-based Linear Genetic Programming (GP) is proposed in which individuals are described in terms of a number of pages. Pages are expressed in terms of a fixed number of instructions, constant for all individuals in the population. Pairwise crossover results in the swapping of single pages, thus individuals are of a fixed number of instructions. Head-to-head comparison with Tree structured GP and block-based Linear GP indicates that the page-based approach evolves succinct solutions without penalizing generalization ability.

Malcolm I. Heywood, A. Nur Zincir-Heywood

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Fixed Number | Linear Genetic Programming | Pages | TSMC 2002 |

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Added	23 Dec 2010
Updated	23 Dec 2010
Type	Journal
Year	2002
Where	TSMC
Authors	Malcolm I. Heywood, A. Nur Zincir-Heywood

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