New crossover operators in linear genetic programming for multiclass object classification

GECCO, pp.885-892, (2010)

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Abstract:

Genetic programming (GP) has been successfully applied to solving multiclass classification problems, but the performance of GP classifiers still lags behind that of alternative techniques. This paper investigates an alternative form of GP, Linear GP (LGP), which demonstrates great promise as a classifier as the division of classes is inh...More

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