Matches in SemOpenAlex for { <https://semopenalex.org/work/W2022118427> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2022118427 abstract "Abstract In history matching, the aim is to generate multiple good-enough history-matched models with a limited number of simulations which will be used to efficiently predict reservoir performance. History matching is the process of the conditioning reservoir model to the observation data; is mathematically ill-posed, inverse problem and has no unique solution and several good solutions may occur. Numerous evolutionary algorithms are applied to history matching which operate differently in terms of population diversity in the search space throughout the evolution. Even different flavours of an algorithm behave differently and different values of an algorithm's control parameters result in different levels of diversity. These behaviours vary from explorative to exploitative. The need to measure population diversity arises from two bases. On the one hand maintaining population diversity in evolutionary algorithms is essential to detect and sample good history-matched ensemble models in parameter search space. On the other hand, since the objective function evaluations in history matching are computationally expensive, algorithms with fewer total number of reservoir simulations in result of a better convergence are much more favourable. Maintaining population's diversity is crucial for sampling algorithm to avoid premature convergence toward local optima and achieve a better match quality. In this paper, we introduce and use two measures of the population diversity in both genotypic and phenotypic space to monitor and compare performance of the algorithms. These measures include an entropy-based diversity from the genotypic measures and a moment of inertia based diversity from the phenotypic measures. The approach has been illustrated on a synthetic reservoir simulation model, PUNQ-S3, as well as on a real North Sea model with multiple wells. We demonstrate that introduced population diversity measures provide efficient criteria for tuning the control parameters of the population-based evolutionary algorithms as well as performance comparison of the different algorithms used in history matching." @default.
- W2022118427 created "2016-06-24" @default.
- W2022118427 creator A5005258710 @default.
- W2022118427 creator A5009832039 @default.
- W2022118427 creator A5020700511 @default.
- W2022118427 creator A5061783148 @default.
- W2022118427 creator A5061894681 @default.
- W2022118427 creator A5068209112 @default.
- W2022118427 date "2012-06-04" @default.
- W2022118427 modified "2023-09-27" @default.
- W2022118427 title "On Population Diversity Measures of the Evolutionary Algorithms used in History Matching" @default.
- W2022118427 cites W1605224640 @default.
- W2022118427 cites W1887117864 @default.
- W2022118427 cites W1995875735 @default.
- W2022118427 cites W2026258334 @default.
- W2022118427 cites W2035028384 @default.
- W2022118427 cites W2116363350 @default.
- W2022118427 cites W2117785542 @default.
- W2022118427 cites W2121567091 @default.
- W2022118427 cites W2143319992 @default.
- W2022118427 cites W2166963499 @default.
- W2022118427 cites W37708426 @default.
- W2022118427 cites W1980073965 @default.
- W2022118427 cites W2088040029 @default.
- W2022118427 doi "https://doi.org/10.2118/154488-ms" @default.
- W2022118427 hasPublicationYear "2012" @default.
- W2022118427 type Work @default.
- W2022118427 sameAs 2022118427 @default.
- W2022118427 citedByCount "4" @default.
- W2022118427 countsByYear W20221184272012 @default.
- W2022118427 countsByYear W20221184272013 @default.
- W2022118427 countsByYear W20221184272014 @default.
- W2022118427 countsByYear W20221184272015 @default.
- W2022118427 crossrefType "proceedings-article" @default.
- W2022118427 hasAuthorship W2022118427A5005258710 @default.
- W2022118427 hasAuthorship W2022118427A5009832039 @default.
- W2022118427 hasAuthorship W2022118427A5020700511 @default.
- W2022118427 hasAuthorship W2022118427A5061783148 @default.
- W2022118427 hasAuthorship W2022118427A5061894681 @default.
- W2022118427 hasAuthorship W2022118427A5068209112 @default.
- W2022118427 hasConcept C105795698 @default.
- W2022118427 hasConcept C11413529 @default.
- W2022118427 hasConcept C144024400 @default.
- W2022118427 hasConcept C149923435 @default.
- W2022118427 hasConcept C165064840 @default.
- W2022118427 hasConcept C19165224 @default.
- W2022118427 hasConcept C2781316041 @default.
- W2022118427 hasConcept C2908647359 @default.
- W2022118427 hasConcept C33923547 @default.
- W2022118427 hasConcept C41008148 @default.
- W2022118427 hasConcept C78458016 @default.
- W2022118427 hasConcept C86803240 @default.
- W2022118427 hasConceptScore W2022118427C105795698 @default.
- W2022118427 hasConceptScore W2022118427C11413529 @default.
- W2022118427 hasConceptScore W2022118427C144024400 @default.
- W2022118427 hasConceptScore W2022118427C149923435 @default.
- W2022118427 hasConceptScore W2022118427C165064840 @default.
- W2022118427 hasConceptScore W2022118427C19165224 @default.
- W2022118427 hasConceptScore W2022118427C2781316041 @default.
- W2022118427 hasConceptScore W2022118427C2908647359 @default.
- W2022118427 hasConceptScore W2022118427C33923547 @default.
- W2022118427 hasConceptScore W2022118427C41008148 @default.
- W2022118427 hasConceptScore W2022118427C78458016 @default.
- W2022118427 hasConceptScore W2022118427C86803240 @default.
- W2022118427 hasLocation W20221184271 @default.
- W2022118427 hasOpenAccess W2022118427 @default.
- W2022118427 hasPrimaryLocation W20221184271 @default.
- W2022118427 hasRelatedWork W114330464 @default.
- W2022118427 hasRelatedWork W1540774024 @default.
- W2022118427 hasRelatedWork W1540908235 @default.
- W2022118427 hasRelatedWork W1542755488 @default.
- W2022118427 hasRelatedWork W1551921912 @default.
- W2022118427 hasRelatedWork W1555430006 @default.
- W2022118427 hasRelatedWork W1564034019 @default.
- W2022118427 hasRelatedWork W1589038126 @default.
- W2022118427 hasRelatedWork W2005103253 @default.
- W2022118427 hasRelatedWork W2042461294 @default.
- W2022118427 hasRelatedWork W2057533630 @default.
- W2022118427 hasRelatedWork W2094687000 @default.
- W2022118427 hasRelatedWork W2143509541 @default.
- W2022118427 hasRelatedWork W2166963499 @default.
- W2022118427 hasRelatedWork W2734657367 @default.
- W2022118427 hasRelatedWork W2747032953 @default.
- W2022118427 hasRelatedWork W2767714811 @default.
- W2022118427 hasRelatedWork W3099514764 @default.
- W2022118427 hasRelatedWork W3101252166 @default.
- W2022118427 hasRelatedWork W53094502 @default.
- W2022118427 isParatext "false" @default.
- W2022118427 isRetracted "false" @default.
- W2022118427 magId "2022118427" @default.
- W2022118427 workType "article" @default.