In 2012, researchers in the genetic programming community realized that the field was being held back by reliance on toy benchmark problems 1. By 2015, some work had been done to improve benchmarking in specialized areas such as symbolic regression 2. However, no standardized benchmark problems had yet been developed for general program synthesis, the task of automatically generating programs that are similar in many respects to the kinds of programs that humans usually write.
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Helmuth et al. (Sun,) studied this question.
www.synapsesocial.com/papers/69df2c62e4eeef8a2a6b16da — DOI: https://doi.org/10.1145/3806812.3806816
Thomas Helmuth
Lee Spector
ACM SIGEVOlution
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