Matches in SemOpenAlex for { <https://semopenalex.org/work/W2955973312> ?p ?o ?g. }
- W2955973312 abstract "Programmers solve coding problems with the support of both programming and problem specific knowledge. They integrate this domain knowledge to reason by computational abstraction. Correct and readable code arises from sound abstractions and problem solving. We attempt to transfer insights from such human expertise to genetic programming (GP) for solving automatic program synthesis. We draw upon manual and non-GP Artificial Intelligence methods to extract knowledge from synthesis problem definitions to guide the construction of the grammar that Grammatical Evolution uses and to supplement its fitness function. We examine the impact of using such knowledge on 21 problems from the GP program synthesis benchmark suite. Additionally, we investigate the compounding impact of this knowledge and novelty search. The resulting approaches exhibit improvements in accuracy on a majority of problems in the field's benchmark suite of program synthesis problems." @default.
- W2955973312 created "2019-07-12" @default.
- W2955973312 creator A5000646181 @default.
- W2955973312 creator A5001210516 @default.
- W2955973312 creator A5042705542 @default.
- W2955973312 date "2019-07-13" @default.
- W2955973312 modified "2023-09-26" @default.
- W2955973312 title "On domain knowledge and novelty to improve program synthesis performance with grammatical evolution" @default.
- W2955973312 cites W1579034591 @default.
- W2955973312 cites W1975010687 @default.
- W2955973312 cites W1978661986 @default.
- W2955973312 cites W2030792885 @default.
- W2955973312 cites W2122947685 @default.
- W2955973312 cites W2147135913 @default.
- W2955973312 cites W2250604663 @default.
- W2955973312 cites W2295856939 @default.
- W2955973312 cites W2335996944 @default.
- W2955973312 cites W2487304978 @default.
- W2955973312 cites W2604662548 @default.
- W2955973312 cites W2886010853 @default.
- W2955973312 doi "https://doi.org/10.1145/3321707.3321865" @default.
- W2955973312 hasPublicationYear "2019" @default.
- W2955973312 type Work @default.
- W2955973312 sameAs 2955973312 @default.
- W2955973312 citedByCount "29" @default.
- W2955973312 countsByYear W29559733122020 @default.
- W2955973312 countsByYear W29559733122021 @default.
- W2955973312 countsByYear W29559733122022 @default.
- W2955973312 countsByYear W29559733122023 @default.
- W2955973312 crossrefType "proceedings-article" @default.
- W2955973312 hasAuthorship W2955973312A5000646181 @default.
- W2955973312 hasAuthorship W2955973312A5001210516 @default.
- W2955973312 hasAuthorship W2955973312A5042705542 @default.
- W2955973312 hasBestOaLocation W29559733121 @default.
- W2955973312 hasConcept C105795698 @default.
- W2955973312 hasConcept C10906938 @default.
- W2955973312 hasConcept C110332635 @default.
- W2955973312 hasConcept C111472728 @default.
- W2955973312 hasConcept C119857082 @default.
- W2955973312 hasConcept C124304363 @default.
- W2955973312 hasConcept C13280743 @default.
- W2955973312 hasConcept C134306372 @default.
- W2955973312 hasConcept C135257023 @default.
- W2955973312 hasConcept C138885662 @default.
- W2955973312 hasConcept C154945302 @default.
- W2955973312 hasConcept C166957645 @default.
- W2955973312 hasConcept C179518139 @default.
- W2955973312 hasConcept C185798385 @default.
- W2955973312 hasConcept C199360897 @default.
- W2955973312 hasConcept C205649164 @default.
- W2955973312 hasConcept C207685749 @default.
- W2955973312 hasConcept C26022165 @default.
- W2955973312 hasConcept C27206212 @default.
- W2955973312 hasConcept C2776937632 @default.
- W2955973312 hasConcept C2778738651 @default.
- W2955973312 hasConcept C33923547 @default.
- W2955973312 hasConcept C36503486 @default.
- W2955973312 hasConcept C41008148 @default.
- W2955973312 hasConcept C41895202 @default.
- W2955973312 hasConcept C79581498 @default.
- W2955973312 hasConcept C80444323 @default.
- W2955973312 hasConcept C95457728 @default.
- W2955973312 hasConceptScore W2955973312C105795698 @default.
- W2955973312 hasConceptScore W2955973312C10906938 @default.
- W2955973312 hasConceptScore W2955973312C110332635 @default.
- W2955973312 hasConceptScore W2955973312C111472728 @default.
- W2955973312 hasConceptScore W2955973312C119857082 @default.
- W2955973312 hasConceptScore W2955973312C124304363 @default.
- W2955973312 hasConceptScore W2955973312C13280743 @default.
- W2955973312 hasConceptScore W2955973312C134306372 @default.
- W2955973312 hasConceptScore W2955973312C135257023 @default.
- W2955973312 hasConceptScore W2955973312C138885662 @default.
- W2955973312 hasConceptScore W2955973312C154945302 @default.
- W2955973312 hasConceptScore W2955973312C166957645 @default.
- W2955973312 hasConceptScore W2955973312C179518139 @default.
- W2955973312 hasConceptScore W2955973312C185798385 @default.
- W2955973312 hasConceptScore W2955973312C199360897 @default.
- W2955973312 hasConceptScore W2955973312C205649164 @default.
- W2955973312 hasConceptScore W2955973312C207685749 @default.
- W2955973312 hasConceptScore W2955973312C26022165 @default.
- W2955973312 hasConceptScore W2955973312C27206212 @default.
- W2955973312 hasConceptScore W2955973312C2776937632 @default.
- W2955973312 hasConceptScore W2955973312C2778738651 @default.
- W2955973312 hasConceptScore W2955973312C33923547 @default.
- W2955973312 hasConceptScore W2955973312C36503486 @default.
- W2955973312 hasConceptScore W2955973312C41008148 @default.
- W2955973312 hasConceptScore W2955973312C41895202 @default.
- W2955973312 hasConceptScore W2955973312C79581498 @default.
- W2955973312 hasConceptScore W2955973312C80444323 @default.
- W2955973312 hasConceptScore W2955973312C95457728 @default.
- W2955973312 hasLocation W29559733121 @default.
- W2955973312 hasOpenAccess W2955973312 @default.
- W2955973312 hasPrimaryLocation W29559733121 @default.
- W2955973312 hasRelatedWork W2056284504 @default.
- W2955973312 hasRelatedWork W2097239803 @default.
- W2955973312 hasRelatedWork W2915857720 @default.
- W2955973312 hasRelatedWork W2962809971 @default.
- W2955973312 hasRelatedWork W3158913638 @default.
- W2955973312 hasRelatedWork W3170750609 @default.
- W2955973312 hasRelatedWork W3173383004 @default.