Matches in SemOpenAlex for { <https://semopenalex.org/work/W2913779969> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W2913779969 abstract "Abstract Environmental changes are traditionally considered intrinsic in evolutionary dynamic optimization . However, by ignoring that changes can instead be induced, we are ignoring that environmental changes can be eventually beneficial. To investigate the impact of artificial changes on the optimization speed up, we propose a framework for inducing artificial changes in any pseudo-Boolean or continuous optimization in this paper. Seven types of changes can be induced. Knowing when and how the changes occur allows us to design new strategies for evolutionary algorithms . Through computational experiments and illustrative examples, the impact of introducing changes in the optimization process is investigated. Experimental results indicate that changing the environments according to the proposed framework can lead to higher speed up, but not for all problems and change types. The best performance was obtained by change types that introduce plateaus and/or modify the gradient of regions of the fitness landscape around the current best solution. By doing this, the evolutionary dynamics is modified, eventually allowing the population to escape faster from local optima and reach new zones of the fitness landscape. Given a pseudo-Boolean or continuous optimization static problem, the proposed framework can be used to dynamically change the problem to speed up the optimization." @default.
- W2913779969 created "2019-02-21" @default.
- W2913779969 creator A5040583251 @default.
- W2913779969 creator A5040638379 @default.
- W2913779969 date "2019-06-01" @default.
- W2913779969 modified "2023-10-17" @default.
- W2913779969 title "A framework for inducing artificial changes in optimization problems" @default.
- W2913779969 cites W1491150201 @default.
- W2913779969 cites W1522440472 @default.
- W2913779969 cites W1967697232 @default.
- W2913779969 cites W1982405185 @default.
- W2913779969 cites W1983991003 @default.
- W2913779969 cites W2017283218 @default.
- W2913779969 cites W2023343291 @default.
- W2913779969 cites W2043938372 @default.
- W2913779969 cites W2044775606 @default.
- W2913779969 cites W2054984152 @default.
- W2913779969 cites W2070887543 @default.
- W2913779969 cites W2132340807 @default.
- W2913779969 cites W2137130066 @default.
- W2913779969 cites W2142879643 @default.
- W2913779969 cites W2155410572 @default.
- W2913779969 cites W2266201493 @default.
- W2913779969 cites W2573212983 @default.
- W2913779969 doi "https://doi.org/10.1016/j.ins.2019.02.027" @default.
- W2913779969 hasPublicationYear "2019" @default.
- W2913779969 type Work @default.
- W2913779969 sameAs 2913779969 @default.
- W2913779969 citedByCount "3" @default.
- W2913779969 countsByYear W29137799692019 @default.
- W2913779969 countsByYear W29137799692021 @default.
- W2913779969 countsByYear W29137799692022 @default.
- W2913779969 crossrefType "journal-article" @default.
- W2913779969 hasAuthorship W2913779969A5040583251 @default.
- W2913779969 hasAuthorship W2913779969A5040638379 @default.
- W2913779969 hasBestOaLocation W29137799692 @default.
- W2913779969 hasConcept C111919701 @default.
- W2913779969 hasConcept C122357587 @default.
- W2913779969 hasConcept C126255220 @default.
- W2913779969 hasConcept C137836250 @default.
- W2913779969 hasConcept C144024400 @default.
- W2913779969 hasConcept C149923435 @default.
- W2913779969 hasConcept C154945302 @default.
- W2913779969 hasConcept C159149176 @default.
- W2913779969 hasConcept C2908647359 @default.
- W2913779969 hasConcept C33923547 @default.
- W2913779969 hasConcept C41008148 @default.
- W2913779969 hasConcept C91852762 @default.
- W2913779969 hasConcept C92995354 @default.
- W2913779969 hasConcept C98045186 @default.
- W2913779969 hasConceptScore W2913779969C111919701 @default.
- W2913779969 hasConceptScore W2913779969C122357587 @default.
- W2913779969 hasConceptScore W2913779969C126255220 @default.
- W2913779969 hasConceptScore W2913779969C137836250 @default.
- W2913779969 hasConceptScore W2913779969C144024400 @default.
- W2913779969 hasConceptScore W2913779969C149923435 @default.
- W2913779969 hasConceptScore W2913779969C154945302 @default.
- W2913779969 hasConceptScore W2913779969C159149176 @default.
- W2913779969 hasConceptScore W2913779969C2908647359 @default.
- W2913779969 hasConceptScore W2913779969C33923547 @default.
- W2913779969 hasConceptScore W2913779969C41008148 @default.
- W2913779969 hasConceptScore W2913779969C91852762 @default.
- W2913779969 hasConceptScore W2913779969C92995354 @default.
- W2913779969 hasConceptScore W2913779969C98045186 @default.
- W2913779969 hasFunder F4320322025 @default.
- W2913779969 hasFunder F4320334627 @default.
- W2913779969 hasLocation W29137799691 @default.
- W2913779969 hasLocation W29137799692 @default.
- W2913779969 hasOpenAccess W2913779969 @default.
- W2913779969 hasPrimaryLocation W29137799691 @default.
- W2913779969 hasRelatedWork W117011241 @default.
- W2913779969 hasRelatedWork W1482429039 @default.
- W2913779969 hasRelatedWork W1507457152 @default.
- W2913779969 hasRelatedWork W1537155554 @default.
- W2913779969 hasRelatedWork W1608420006 @default.
- W2913779969 hasRelatedWork W2004979595 @default.
- W2913779969 hasRelatedWork W2018495917 @default.
- W2913779969 hasRelatedWork W2032498296 @default.
- W2913779969 hasRelatedWork W2068909795 @default.
- W2913779969 hasRelatedWork W2087651124 @default.
- W2913779969 hasRelatedWork W2099517271 @default.
- W2913779969 hasRelatedWork W2136690355 @default.
- W2913779969 hasRelatedWork W2249825713 @default.
- W2913779969 hasRelatedWork W2350948118 @default.
- W2913779969 hasRelatedWork W2745125720 @default.
- W2913779969 hasRelatedWork W2786107834 @default.
- W2913779969 hasRelatedWork W2795133662 @default.
- W2913779969 hasRelatedWork W2992449604 @default.
- W2913779969 hasRelatedWork W3044980445 @default.
- W2913779969 hasRelatedWork W1741019843 @default.
- W2913779969 isParatext "false" @default.
- W2913779969 isRetracted "false" @default.
- W2913779969 magId "2913779969" @default.
- W2913779969 workType "article" @default.