FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4280490079> ?p ?o ?g. }

• W4280490079 endingPage "108247" @default.
• W4280490079 startingPage "108247" @default.
• W4280490079 abstract "• A multi-objective multi-response optimization (MRO) model is proposed. • The MRO model addresses location effect, dispersion effect, and model uncertainty. • A multi-objective optimization algorithm is proposed for the MRO model. • The optimization algorithm combines NSGA-II with direct search. • Experiments results verify the effectiveness of the proposed model and algorithm. This paper proposes a robust method for multi-response optimization (MRO) considering the location effect, dispersion effect, and model uncertainty simultaneously. We propose a multi-objective optimization model for MRO that simultaneously maximizes the satisfaction degrees of the local and dispersion effects. Specifically, a robust desirability function is used to model the overall satisfaction degree of multiple responses with respect to the two effects. This desirability function evaluates a solution’s performance considering the confidence intervals predicted by the regression models of location and dispersion effects, and thus, can address the problem of model uncertainty. The proposed multi-objective model yields a set of non-dominated solutions that approximate the Pareto front instead of one single solution, which provides more flexibility for decision makers to select the final best compromise solution based on their preferences. To solve the model, a hybrid multi-objective optimization algorithm called NSGAII-DMS that combines non-dominated sorting genetic algorithm II (NSGA-II) with direct multi-search (DMS) is proposed. NSGAII-DMS uses the search mechanism of NSGA-II during the early evolutionary phase to quickly find a set of non-dominated solutions and then uses the search mechanism of DMS to further tune the found non-dominated solutions. Two test examples have shown that the proposed multi-objective MRO model can produce a set of robust solutions by considering the location effect, dispersion effect, and model uncertainty. Further analyses illustrate that NSGAII-DMS shows significantly better search performance than several well-known multi-objective optimization algorithms, which include NSGA-II, SPEA2, MOEA/D, and DMS." @default.
• W4280490079 created "2022-05-22" @default.
• W4280490079 creator A5022802322 @default.
• W4280490079 creator A5067911307 @default.
• W4280490079 creator A5084644935 @default.
• W4280490079 date "2022-07-01" @default.
• W4280490079 modified "2023-10-17" @default.
• W4280490079 title "Robust multi-response optimization considering location effect, dispersion effect, and model uncertainty using hybridization of NSGA-II and direct multi-search" @default.
• W4280490079 cites W1479802788 @default.
• W4280490079 cites W1502310521 @default.
• W4280490079 cites W1545851885 @default.
• W4280490079 cites W1576430025 @default.
• W4280490079 cites W1902241019 @default.
• W4280490079 cites W1968186635 @default.
• W4280490079 cites W1974533558 @default.
• W4280490079 cites W1986813400 @default.
• W4280490079 cites W1994169702 @default.
• W4280490079 cites W2005312765 @default.
• W4280490079 cites W2005447025 @default.
• W4280490079 cites W2022232697 @default.
• W4280490079 cites W2033279142 @default.
• W4280490079 cites W2048923202 @default.
• W4280490079 cites W2056538590 @default.
• W4280490079 cites W2060165368 @default.
• W4280490079 cites W2067544246 @default.
• W4280490079 cites W2094455860 @default.
• W4280490079 cites W2100253618 @default.
• W4280490079 cites W2126105956 @default.
• W4280490079 cites W2127916323 @default.
• W4280490079 cites W2143381319 @default.
• W4280490079 cites W2153716437 @default.
• W4280490079 cites W2154823551 @default.
• W4280490079 cites W2164936794 @default.
• W4280490079 cites W2318795905 @default.
• W4280490079 cites W2443374046 @default.
• W4280490079 cites W2534417664 @default.
• W4280490079 cites W2561080469 @default.
• W4280490079 cites W2563702873 @default.
• W4280490079 cites W2784023080 @default.
• W4280490079 cites W2791168194 @default.
• W4280490079 cites W2958653460 @default.
• W4280490079 cites W2990139872 @default.
• W4280490079 cites W3006514018 @default.
• W4280490079 cites W3010919979 @default.
• W4280490079 cites W3011975155 @default.
• W4280490079 cites W3030291636 @default.
• W4280490079 cites W3086677224 @default.
• W4280490079 cites W4235459348 @default.
• W4280490079 cites W4243029926 @default.
• W4280490079 cites W4252684946 @default.
• W4280490079 cites W2728344686 @default.
• W4280490079 doi "https://doi.org/10.1016/j.cie.2022.108247" @default.
• W4280490079 hasPublicationYear "2022" @default.
• W4280490079 type Work @default.
• W4280490079 citedByCount "7" @default.
• W4280490079 countsByYear W42804900792022 @default.
• W4280490079 countsByYear W42804900792023 @default.
• W4280490079 crossrefType "journal-article" @default.
• W4280490079 hasAuthorship W4280490079A5022802322 @default.
• W4280490079 hasAuthorship W4280490079A5067911307 @default.
• W4280490079 hasAuthorship W4280490079A5084644935 @default.
• W4280490079 hasConcept C120665830 @default.
• W4280490079 hasConcept C121332964 @default.
• W4280490079 hasConcept C126255220 @default.
• W4280490079 hasConcept C177562468 @default.
• W4280490079 hasConcept C193254401 @default.
• W4280490079 hasConcept C33923547 @default.
• W4280490079 hasConcept C41008148 @default.
• W4280490079 hasConceptScore W4280490079C120665830 @default.
• W4280490079 hasConceptScore W4280490079C121332964 @default.
• W4280490079 hasConceptScore W4280490079C126255220 @default.
• W4280490079 hasConceptScore W4280490079C177562468 @default.
• W4280490079 hasConceptScore W4280490079C193254401 @default.
• W4280490079 hasConceptScore W4280490079C33923547 @default.
• W4280490079 hasConceptScore W4280490079C41008148 @default.
• W4280490079 hasFunder F4320321001 @default.
• W4280490079 hasFunder F4320321106 @default.
• W4280490079 hasFunder F4320336573 @default.
• W4280490079 hasLocation W42804900791 @default.
• W4280490079 hasOpenAccess W4280490079 @default.
• W4280490079 hasPrimaryLocation W42804900791 @default.
• W4280490079 hasRelatedWork W1919555532 @default.
• W4280490079 hasRelatedWork W2019398080 @default.
• W4280490079 hasRelatedWork W2800812001 @default.
• W4280490079 hasRelatedWork W2900389772 @default.
• W4280490079 hasRelatedWork W2968369785 @default.
• W4280490079 hasRelatedWork W3005017983 @default.
• W4280490079 hasRelatedWork W3015523332 @default.
• W4280490079 hasRelatedWork W3126698570 @default.
• W4280490079 hasRelatedWork W3149055374 @default.
• W4280490079 hasRelatedWork W2490717400 @default.
• W4280490079 hasVolume "169" @default.
• W4280490079 isParatext "false" @default.
• W4280490079 isRetracted "false" @default.
• W4280490079 workType "article" @default.