In particular, the examples should be representative of the actual use expected for the solution. As for any approach which synthetizes a solution given only a set of examples, the quality of the generated solution does depend on the quality of the examples. Note, however, that optimizing the regexes during the evolution could be counterproductive, because it could reduce diversity and hence hamper the GP ability of exploring the space of solutions. Currently, our prototype does not apply any of these optimizations. There are some optimization which could make a given regex appear better, e.g., →. We have limited resources and are currently focussing on the web app. We do not plan to realease the code in the short term. It is not designed to handle hundreds of concurrent requests, but we are working toward making the prototype able to tolerate a reasonable amount on traffic.įollow our Twitter account to be notified about improvements (but please do not expect huge scalability: we are a small group with limited resources). We built this web app as a demonstrator for our paper presented at GECCO 2012.
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