NetSyn uses a neural network to predict how close a candidate program is to the target program, guiding a genetic algorithm to synthesize programs from input-output examples more efficiently than existing methods.
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Learning Fitness Functions for Machine Programming
NetSyn uses a neural network to predict how close a candidate program is to the target program, guiding a genetic algorithm to synthesize programs from input-output examples more efficiently than existing methods.