Matches in SemOpenAlex for { <https://semopenalex.org/work/W3046309326> ?p ?o ?g. }
- W3046309326 abstract "In this paper, we discuss the role of uncertainty quantification (UQ) in assisting optimization under uncertainty. UQ plays a significant role in quantifying the robustness of solutions so as to help the optimizer in achieving robust optimum solutions. In this respect, the scientific discipline of UQ addresses various theoretical and practical aspects of uncertainty, which include representations of uncertainty and also efficient computation of the output uncertainty, to name a few. However, the UQ community and the evolutionary computation community rarely interact with each other despite the potential of utilizing the advancement in UQ for research in evolutionary computation. To that end, this paper serves as a short introduction to the science of UQ for the evolutionary computation community. We discuss several aspects of UQ for robust optimization such as aleatory and epistemic uncertainty and objective functions when uncertainties are considered. A tutorial on an aerodynamic design problem is also given to illustrate the use of UQ in a real-world problem." @default.
- W3046309326 created "2020-08-07" @default.
- W3046309326 creator A5013971191 @default.
- W3046309326 creator A5055796293 @default.
- W3046309326 creator A5065411208 @default.
- W3046309326 date "2020-07-08" @default.
- W3046309326 modified "2023-09-27" @default.
- W3046309326 title "Uncertainty quantification methods for evolutionary optimization under uncertainty" @default.
- W3046309326 cites W1510052597 @default.
- W3046309326 cites W1608348795 @default.
- W3046309326 cites W1971699645 @default.
- W3046309326 cites W1973768028 @default.
- W3046309326 cites W1978744409 @default.
- W3046309326 cites W1984584655 @default.
- W3046309326 cites W2045355467 @default.
- W3046309326 cites W2050845158 @default.
- W3046309326 cites W2059194605 @default.
- W3046309326 cites W2060682310 @default.
- W3046309326 cites W2065083037 @default.
- W3046309326 cites W2081405154 @default.
- W3046309326 cites W2097484147 @default.
- W3046309326 cites W2113337191 @default.
- W3046309326 cites W2115343860 @default.
- W3046309326 cites W2124908234 @default.
- W3046309326 cites W2128003443 @default.
- W3046309326 cites W2142577776 @default.
- W3046309326 cites W2143193408 @default.
- W3046309326 cites W2156106639 @default.
- W3046309326 cites W2168170318 @default.
- W3046309326 cites W2170856881 @default.
- W3046309326 cites W2299367673 @default.
- W3046309326 cites W2481760420 @default.
- W3046309326 cites W2587346616 @default.
- W3046309326 cites W2728668666 @default.
- W3046309326 cites W2770797603 @default.
- W3046309326 cites W2784733489 @default.
- W3046309326 cites W2786232134 @default.
- W3046309326 cites W2789006882 @default.
- W3046309326 cites W2793087531 @default.
- W3046309326 cites W2811199191 @default.
- W3046309326 cites W2864723431 @default.
- W3046309326 cites W2887059130 @default.
- W3046309326 cites W2887205128 @default.
- W3046309326 cites W2887384590 @default.
- W3046309326 cites W2911076283 @default.
- W3046309326 cites W2920764792 @default.
- W3046309326 cites W3006837495 @default.
- W3046309326 doi "https://doi.org/10.1145/3377929.3398114" @default.
- W3046309326 hasPublicationYear "2020" @default.
- W3046309326 type Work @default.
- W3046309326 sameAs 3046309326 @default.
- W3046309326 citedByCount "0" @default.
- W3046309326 crossrefType "proceedings-article" @default.
- W3046309326 hasAuthorship W3046309326A5013971191 @default.
- W3046309326 hasAuthorship W3046309326A5055796293 @default.
- W3046309326 hasAuthorship W3046309326A5065411208 @default.
- W3046309326 hasConcept C104317684 @default.
- W3046309326 hasConcept C105902424 @default.
- W3046309326 hasConcept C11413529 @default.
- W3046309326 hasConcept C119857082 @default.
- W3046309326 hasConcept C126255220 @default.
- W3046309326 hasConcept C137836250 @default.
- W3046309326 hasConcept C154945302 @default.
- W3046309326 hasConcept C159149176 @default.
- W3046309326 hasConcept C185592680 @default.
- W3046309326 hasConcept C193254401 @default.
- W3046309326 hasConcept C32230216 @default.
- W3046309326 hasConcept C33923547 @default.
- W3046309326 hasConcept C41008148 @default.
- W3046309326 hasConcept C45374587 @default.
- W3046309326 hasConcept C55493867 @default.
- W3046309326 hasConcept C63479239 @default.
- W3046309326 hasConceptScore W3046309326C104317684 @default.
- W3046309326 hasConceptScore W3046309326C105902424 @default.
- W3046309326 hasConceptScore W3046309326C11413529 @default.
- W3046309326 hasConceptScore W3046309326C119857082 @default.
- W3046309326 hasConceptScore W3046309326C126255220 @default.
- W3046309326 hasConceptScore W3046309326C137836250 @default.
- W3046309326 hasConceptScore W3046309326C154945302 @default.
- W3046309326 hasConceptScore W3046309326C159149176 @default.
- W3046309326 hasConceptScore W3046309326C185592680 @default.
- W3046309326 hasConceptScore W3046309326C193254401 @default.
- W3046309326 hasConceptScore W3046309326C32230216 @default.
- W3046309326 hasConceptScore W3046309326C33923547 @default.
- W3046309326 hasConceptScore W3046309326C41008148 @default.
- W3046309326 hasConceptScore W3046309326C45374587 @default.
- W3046309326 hasConceptScore W3046309326C55493867 @default.
- W3046309326 hasConceptScore W3046309326C63479239 @default.
- W3046309326 hasLocation W30463093261 @default.
- W3046309326 hasOpenAccess W3046309326 @default.
- W3046309326 hasPrimaryLocation W30463093261 @default.
- W3046309326 hasRelatedWork W1997381757 @default.
- W3046309326 hasRelatedWork W2044458072 @default.
- W3046309326 hasRelatedWork W2090984822 @default.
- W3046309326 hasRelatedWork W2094113423 @default.
- W3046309326 hasRelatedWork W2104509005 @default.
- W3046309326 hasRelatedWork W2154469289 @default.
- W3046309326 hasRelatedWork W2372680517 @default.
- W3046309326 hasRelatedWork W2978915843 @default.
- W3046309326 hasRelatedWork W3201550974 @default.