Matches in SemOpenAlex for { <https://semopenalex.org/work/W105969897> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W105969897 abstract "This paper discusses scalability of standard genetic programming (GP) and the probabilistic incremental program evolution (PIPE). To investigate the need for both effective mixing and linkage learning, two test problems are considered: ORDER problem, which is rather easy for any recombination-based GP, and TRAP or the deceptive trap problem, which requires the algorithm to learn interactions among subsets of terminals. The scalability results show that both GP and PIPE scale up polynomially with problem size on the simple ORDER problem, but they both scale up exponentially on the deceptive problem. This indicates that while standard recombination is sufficient when no interactions need to be considered, for some problems linkage learning is necessary. These results are in agreement with the lessons learned in the domain of binary-string genetic algorithms (GAs). Furthermore, the paper investigates the effects of introducing unnecessary and irrelevant primitives on the performance of GP and PIPE." @default.
- W105969897 created "2016-06-24" @default.
- W105969897 creator A5031363335 @default.
- W105969897 creator A5040971654 @default.
- W105969897 creator A5050594837 @default.
- W105969897 date "2006-01-01" @default.
- W105969897 modified "2023-10-14" @default.
- W105969897 title "Genetic Programming, Probabilistic Incremental Program Evolution, and Scalability" @default.
- W105969897 cites W1501396369 @default.
- W105969897 cites W1526920131 @default.
- W105969897 cites W1692958259 @default.
- W105969897 cites W18414812 @default.
- W105969897 cites W2027945080 @default.
- W105969897 cites W2057757994 @default.
- W105969897 cites W2132304387 @default.
- W105969897 cites W3154803405 @default.
- W105969897 cites W43560878 @default.
- W105969897 doi "https://doi.org/10.1007/978-3-540-36266-1_35" @default.
- W105969897 hasPublicationYear "2006" @default.
- W105969897 type Work @default.
- W105969897 sameAs 105969897 @default.
- W105969897 citedByCount "2" @default.
- W105969897 countsByYear W1059698972017 @default.
- W105969897 crossrefType "book-chapter" @default.
- W105969897 hasAuthorship W105969897A5031363335 @default.
- W105969897 hasAuthorship W105969897A5040971654 @default.
- W105969897 hasAuthorship W105969897A5050594837 @default.
- W105969897 hasConcept C104317684 @default.
- W105969897 hasConcept C110332635 @default.
- W105969897 hasConcept C121099081 @default.
- W105969897 hasConcept C121332964 @default.
- W105969897 hasConcept C127413603 @default.
- W105969897 hasConcept C134306372 @default.
- W105969897 hasConcept C154945302 @default.
- W105969897 hasConcept C157486923 @default.
- W105969897 hasConcept C185592680 @default.
- W105969897 hasConcept C2778755073 @default.
- W105969897 hasConcept C31266012 @default.
- W105969897 hasConcept C33923547 @default.
- W105969897 hasConcept C36503486 @default.
- W105969897 hasConcept C37914503 @default.
- W105969897 hasConcept C41008148 @default.
- W105969897 hasConcept C48044578 @default.
- W105969897 hasConcept C49937458 @default.
- W105969897 hasConcept C55493867 @default.
- W105969897 hasConcept C62520636 @default.
- W105969897 hasConcept C77088390 @default.
- W105969897 hasConcept C80444323 @default.
- W105969897 hasConcept C87717796 @default.
- W105969897 hasConceptScore W105969897C104317684 @default.
- W105969897 hasConceptScore W105969897C110332635 @default.
- W105969897 hasConceptScore W105969897C121099081 @default.
- W105969897 hasConceptScore W105969897C121332964 @default.
- W105969897 hasConceptScore W105969897C127413603 @default.
- W105969897 hasConceptScore W105969897C134306372 @default.
- W105969897 hasConceptScore W105969897C154945302 @default.
- W105969897 hasConceptScore W105969897C157486923 @default.
- W105969897 hasConceptScore W105969897C185592680 @default.
- W105969897 hasConceptScore W105969897C2778755073 @default.
- W105969897 hasConceptScore W105969897C31266012 @default.
- W105969897 hasConceptScore W105969897C33923547 @default.
- W105969897 hasConceptScore W105969897C36503486 @default.
- W105969897 hasConceptScore W105969897C37914503 @default.
- W105969897 hasConceptScore W105969897C41008148 @default.
- W105969897 hasConceptScore W105969897C48044578 @default.
- W105969897 hasConceptScore W105969897C49937458 @default.
- W105969897 hasConceptScore W105969897C55493867 @default.
- W105969897 hasConceptScore W105969897C62520636 @default.
- W105969897 hasConceptScore W105969897C77088390 @default.
- W105969897 hasConceptScore W105969897C80444323 @default.
- W105969897 hasConceptScore W105969897C87717796 @default.
- W105969897 hasLocation W1059698971 @default.
- W105969897 hasOpenAccess W105969897 @default.
- W105969897 hasPrimaryLocation W1059698971 @default.
- W105969897 hasRelatedWork W1525643724 @default.
- W105969897 hasRelatedWork W1527726406 @default.
- W105969897 hasRelatedWork W1652311832 @default.
- W105969897 hasRelatedWork W2135396778 @default.
- W105969897 hasRelatedWork W2166247150 @default.
- W105969897 hasRelatedWork W2302028273 @default.
- W105969897 hasRelatedWork W2364921833 @default.
- W105969897 hasRelatedWork W2461970972 @default.
- W105969897 hasRelatedWork W2462453872 @default.
- W105969897 hasRelatedWork W4243252198 @default.
- W105969897 isParatext "false" @default.
- W105969897 isRetracted "false" @default.
- W105969897 magId "105969897" @default.
- W105969897 workType "book-chapter" @default.