Matches in SemOpenAlex for { <https://semopenalex.org/work/W35811314> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W35811314 abstract "Evolutionary computation is known to require long computation time for large problems. This chapter examines the possibility of improving the evolution process by incorporating domain-specific knowledge into evolutionary computation through lifetime learning. Different approaches to combining lifetime learning and evolution are compared. While the Lamarckian approach is able to speed up the evolution process and improve the solution quality, the Baldwinian approach is found to be inefficient. Through empirical analysis, it is conjectured that the inefficiency of the Baldwinian approach is due to the difficulties for genetic operations to produce the genotypic changes that match the phenotypic changes obtained by learning. This suggests that combining evolutionary computation inattentively with any learning method available is not a proper way to construct hybrid algorithms; rather, the correlation between the genetic operations and learning should be carefully considered." @default.
- W35811314 created "2016-06-24" @default.
- W35811314 creator A5068768998 @default.
- W35811314 creator A5081401973 @default.
- W35811314 date "2005-01-01" @default.
- W35811314 modified "2023-09-27" @default.
- W35811314 title "Knowledge Incorporation Through Lifetime Learning" @default.
- W35811314 cites W1480536049 @default.
- W35811314 cites W1733124435 @default.
- W35811314 cites W1979356863 @default.
- W35811314 cites W1984205520 @default.
- W35811314 cites W1986477256 @default.
- W35811314 cites W2014716319 @default.
- W35811314 cites W2027475699 @default.
- W35811314 cites W2039083909 @default.
- W35811314 cites W2056836848 @default.
- W35811314 cites W2105217850 @default.
- W35811314 cites W2107878631 @default.
- W35811314 cites W2124290836 @default.
- W35811314 cites W2127400130 @default.
- W35811314 cites W2127427647 @default.
- W35811314 cites W2131480237 @default.
- W35811314 cites W2134514463 @default.
- W35811314 cites W2142256019 @default.
- W35811314 cites W2154520336 @default.
- W35811314 cites W56695113 @default.
- W35811314 doi "https://doi.org/10.1007/978-3-540-44511-1_17" @default.
- W35811314 hasPublicationYear "2005" @default.
- W35811314 type Work @default.
- W35811314 sameAs 35811314 @default.
- W35811314 citedByCount "0" @default.
- W35811314 crossrefType "book-chapter" @default.
- W35811314 hasAuthorship W35811314A5068768998 @default.
- W35811314 hasAuthorship W35811314A5081401973 @default.
- W35811314 hasConcept C105902424 @default.
- W35811314 hasConcept C111919701 @default.
- W35811314 hasConcept C11413529 @default.
- W35811314 hasConcept C119857082 @default.
- W35811314 hasConcept C121835503 @default.
- W35811314 hasConcept C123189799 @default.
- W35811314 hasConcept C134306372 @default.
- W35811314 hasConcept C154945302 @default.
- W35811314 hasConcept C158564503 @default.
- W35811314 hasConcept C159149176 @default.
- W35811314 hasConcept C162324750 @default.
- W35811314 hasConcept C175444787 @default.
- W35811314 hasConcept C199360897 @default.
- W35811314 hasConcept C2778869765 @default.
- W35811314 hasConcept C2780801425 @default.
- W35811314 hasConcept C33923547 @default.
- W35811314 hasConcept C36503486 @default.
- W35811314 hasConcept C41008148 @default.
- W35811314 hasConcept C45374587 @default.
- W35811314 hasConcept C6135463 @default.
- W35811314 hasConcept C98045186 @default.
- W35811314 hasConceptScore W35811314C105902424 @default.
- W35811314 hasConceptScore W35811314C111919701 @default.
- W35811314 hasConceptScore W35811314C11413529 @default.
- W35811314 hasConceptScore W35811314C119857082 @default.
- W35811314 hasConceptScore W35811314C121835503 @default.
- W35811314 hasConceptScore W35811314C123189799 @default.
- W35811314 hasConceptScore W35811314C134306372 @default.
- W35811314 hasConceptScore W35811314C154945302 @default.
- W35811314 hasConceptScore W35811314C158564503 @default.
- W35811314 hasConceptScore W35811314C159149176 @default.
- W35811314 hasConceptScore W35811314C162324750 @default.
- W35811314 hasConceptScore W35811314C175444787 @default.
- W35811314 hasConceptScore W35811314C199360897 @default.
- W35811314 hasConceptScore W35811314C2778869765 @default.
- W35811314 hasConceptScore W35811314C2780801425 @default.
- W35811314 hasConceptScore W35811314C33923547 @default.
- W35811314 hasConceptScore W35811314C36503486 @default.
- W35811314 hasConceptScore W35811314C41008148 @default.
- W35811314 hasConceptScore W35811314C45374587 @default.
- W35811314 hasConceptScore W35811314C6135463 @default.
- W35811314 hasConceptScore W35811314C98045186 @default.
- W35811314 hasLocation W358113141 @default.
- W35811314 hasOpenAccess W35811314 @default.
- W35811314 hasPrimaryLocation W358113141 @default.
- W35811314 hasRelatedWork W1596801655 @default.
- W35811314 hasRelatedWork W1972437902 @default.
- W35811314 hasRelatedWork W2358668433 @default.
- W35811314 hasRelatedWork W2373011076 @default.
- W35811314 hasRelatedWork W2376932109 @default.
- W35811314 hasRelatedWork W2387147530 @default.
- W35811314 hasRelatedWork W2390279801 @default.
- W35811314 hasRelatedWork W2688602461 @default.
- W35811314 hasRelatedWork W2748952813 @default.
- W35811314 hasRelatedWork W2899084033 @default.
- W35811314 isParatext "false" @default.
- W35811314 isRetracted "false" @default.
- W35811314 magId "35811314" @default.
- W35811314 workType "book-chapter" @default.