Matches in SemOpenAlex for { <https://semopenalex.org/work/W1542903804> ?p ?o ?g. }
Showing items 1 to 73 of
73
with 100 items per page.
- W1542903804 endingPage "284" @default.
- W1542903804 startingPage "275" @default.
- W1542903804 abstract "Genetic algorithms are believed by some to be very efficient optimization and adaptation tools. So far, the efficacy of genetic algorithms has been described by empirical results, and yet theoretical approaches are far behind. This paper aims at raising fundamental theoretical questions about the utility of genetic algorithms. These questions originate from various existing theories and the no-free-lunch theorem, a theory that compares all possible optimization procedure with respect to an equal distribution of all possible objective functions. While these questions are open at least in part, they all indicate that genetic algorithms yield worse performance than any other (deterministic) optimization algorithm. Consequently, future research should answer the question of whether the real world (or another application domain) imposes a non-equal distribution for which genetic algorithms yield advantageous performance, or whether genetic algorithms should apply operators in a deterministic fashion." @default.
- W1542903804 created "2016-06-24" @default.
- W1542903804 creator A5072116789 @default.
- W1542903804 date "1997-01-01" @default.
- W1542903804 modified "2023-09-23" @default.
- W1542903804 title "Raising theoretical questions about the utility of genetic algorithms" @default.
- W1542903804 cites W2020009149 @default.
- W1542903804 cites W2022637272 @default.
- W1542903804 cites W2027945080 @default.
- W1542903804 cites W2027996967 @default.
- W1542903804 cites W2035491120 @default.
- W1542903804 cites W2068687506 @default.
- W1542903804 cites W2149054115 @default.
- W1542903804 doi "https://doi.org/10.1007/bfb0014818" @default.
- W1542903804 hasPublicationYear "1997" @default.
- W1542903804 type Work @default.
- W1542903804 sameAs 1542903804 @default.
- W1542903804 citedByCount "11" @default.
- W1542903804 crossrefType "book-chapter" @default.
- W1542903804 hasAuthorship W1542903804A5072116789 @default.
- W1542903804 hasConcept C11413529 @default.
- W1542903804 hasConcept C119857082 @default.
- W1542903804 hasConcept C120665830 @default.
- W1542903804 hasConcept C121332964 @default.
- W1542903804 hasConcept C126255220 @default.
- W1542903804 hasConcept C134306372 @default.
- W1542903804 hasConcept C139807058 @default.
- W1542903804 hasConcept C154945302 @default.
- W1542903804 hasConcept C161164918 @default.
- W1542903804 hasConcept C2524010 @default.
- W1542903804 hasConcept C2780589192 @default.
- W1542903804 hasConcept C33923547 @default.
- W1542903804 hasConcept C36503486 @default.
- W1542903804 hasConcept C41008148 @default.
- W1542903804 hasConcept C4935549 @default.
- W1542903804 hasConcept C6135463 @default.
- W1542903804 hasConcept C8880873 @default.
- W1542903804 hasConceptScore W1542903804C11413529 @default.
- W1542903804 hasConceptScore W1542903804C119857082 @default.
- W1542903804 hasConceptScore W1542903804C120665830 @default.
- W1542903804 hasConceptScore W1542903804C121332964 @default.
- W1542903804 hasConceptScore W1542903804C126255220 @default.
- W1542903804 hasConceptScore W1542903804C134306372 @default.
- W1542903804 hasConceptScore W1542903804C139807058 @default.
- W1542903804 hasConceptScore W1542903804C154945302 @default.
- W1542903804 hasConceptScore W1542903804C161164918 @default.
- W1542903804 hasConceptScore W1542903804C2524010 @default.
- W1542903804 hasConceptScore W1542903804C2780589192 @default.
- W1542903804 hasConceptScore W1542903804C33923547 @default.
- W1542903804 hasConceptScore W1542903804C36503486 @default.
- W1542903804 hasConceptScore W1542903804C41008148 @default.
- W1542903804 hasConceptScore W1542903804C4935549 @default.
- W1542903804 hasConceptScore W1542903804C6135463 @default.
- W1542903804 hasConceptScore W1542903804C8880873 @default.
- W1542903804 hasLocation W15429038041 @default.
- W1542903804 hasOpenAccess W1542903804 @default.
- W1542903804 hasPrimaryLocation W15429038041 @default.
- W1542903804 hasRelatedWork W1542903804 @default.
- W1542903804 hasRelatedWork W1553010236 @default.
- W1542903804 hasRelatedWork W2119306157 @default.
- W1542903804 hasRelatedWork W2348064796 @default.
- W1542903804 hasRelatedWork W2360904702 @default.
- W1542903804 hasRelatedWork W2379073824 @default.
- W1542903804 hasRelatedWork W2381755277 @default.
- W1542903804 hasRelatedWork W2381977948 @default.
- W1542903804 hasRelatedWork W2998167408 @default.
- W1542903804 hasRelatedWork W4360996914 @default.
- W1542903804 isParatext "false" @default.
- W1542903804 isRetracted "false" @default.
- W1542903804 magId "1542903804" @default.
- W1542903804 workType "book-chapter" @default.