2023
DOI: 10.1002/spe.3286
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The effect of distance metrics in a general purpose synthesizer of imperative programs: A second empirical study using enlarged search spaces

Alexandre R. S. Correia,
Juliano M. Iyoda,
Alexandre C. Mota

Abstract: ContextProgram synthesis is the task of automatically finding a program that satisfies the user intention. In previous work, we developed APS‐GA, a program synthesizer based on a genetic algorithm. As genetic algorithms depend on a fitness function, so does APS‐GA. Researchers argue that different distance metrics for a fitness function may reveal behavioral differences in the genetic algorithm. More recently, we presented initial evidence that APS‐GA was not affected by different distance metrics for its fitn… Show more

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