Matches in SemOpenAlex for { <https://semopenalex.org/work/W4280493430> ?p ?o ?g. }
- W4280493430 endingPage "108251" @default.
- W4280493430 startingPage "108251" @default.
- W4280493430 abstract "The hard rock Tunnel Boring Machine (TBM) is a complex engineering equipment coupled with multiple sub-systems for underground tunnel excavation in complex geological environments. Resetting the operational and structural parameters of TBM according to different geological conditions usually requires engineers to spend a lot of time dealing with the interaction between various subsystems, which is a tedious and time-consuming job. To facilitate setting the operational and structural parameters of TBM, we present a constrained multi-objective optimization model and its solving method in this paper. To be specific, three performance indices, i.e. minimizing the system construction period, construction energy consumption and construction cost of TBM, are firstly considered as the three objectives in the proposed model. Secondly, two push and pull search (PPS) based algorithms, including PPS-MOEA/D and PPS-KnEA, are suggested to solve the formulated constrained multi-objective optimization problem. Finally, to verify the performance of the developed method, the presented method is compared with several popular constrained multi-objective evolutionary algorithms by tackling the established optimization model. The experimental results reveal that the presented method has the best performance among the comparison algorithms, and the overall performance of the algorithm with PPS is better than other algorithms without PPS, which indicates the superiority of PPS framework in solving practical optimization problems." @default.
- W4280493430 created "2022-05-22" @default.
- W4280493430 creator A5034318620 @default.
- W4280493430 creator A5041251125 @default.
- W4280493430 creator A5043499959 @default.
- W4280493430 creator A5045289474 @default.
- W4280493430 creator A5047922757 @default.
- W4280493430 creator A5049341927 @default.
- W4280493430 date "2022-07-01" @default.
- W4280493430 modified "2023-10-17" @default.
- W4280493430 title "Performance optimization of hard rock tunnel boring machine using multi-objective evolutionary algorithm" @default.
- W4280493430 cites W1820051232 @default.
- W4280493430 cites W1990909818 @default.
- W4280493430 cites W1999931136 @default.
- W4280493430 cites W2012218190 @default.
- W4280493430 cites W2049586611 @default.
- W4280493430 cites W2071455833 @default.
- W4280493430 cites W2072661909 @default.
- W4280493430 cites W2080184363 @default.
- W4280493430 cites W2098421567 @default.
- W4280493430 cites W2106334424 @default.
- W4280493430 cites W2112912151 @default.
- W4280493430 cites W2126105956 @default.
- W4280493430 cites W2143381319 @default.
- W4280493430 cites W2143851365 @default.
- W4280493430 cites W2152195021 @default.
- W4280493430 cites W2166186246 @default.
- W4280493430 cites W2167538629 @default.
- W4280493430 cites W2222259358 @default.
- W4280493430 cites W2278041363 @default.
- W4280493430 cites W2290784212 @default.
- W4280493430 cites W2323606357 @default.
- W4280493430 cites W2345131281 @default.
- W4280493430 cites W2566958870 @default.
- W4280493430 cites W2573137292 @default.
- W4280493430 cites W2648578256 @default.
- W4280493430 cites W2748002039 @default.
- W4280493430 cites W2789535722 @default.
- W4280493430 cites W2884357024 @default.
- W4280493430 cites W2885004102 @default.
- W4280493430 cites W2912178870 @default.
- W4280493430 cites W2918525780 @default.
- W4280493430 cites W2942549247 @default.
- W4280493430 cites W2963115819 @default.
- W4280493430 cites W3004019026 @default.
- W4280493430 cites W3036925570 @default.
- W4280493430 cites W3043537770 @default.
- W4280493430 cites W3097395656 @default.
- W4280493430 cites W3185007959 @default.
- W4280493430 cites W4242952145 @default.
- W4280493430 doi "https://doi.org/10.1016/j.cie.2022.108251" @default.
- W4280493430 hasPublicationYear "2022" @default.
- W4280493430 type Work @default.
- W4280493430 citedByCount "1" @default.
- W4280493430 crossrefType "journal-article" @default.
- W4280493430 hasAuthorship W4280493430A5034318620 @default.
- W4280493430 hasAuthorship W4280493430A5041251125 @default.
- W4280493430 hasAuthorship W4280493430A5043499959 @default.
- W4280493430 hasAuthorship W4280493430A5045289474 @default.
- W4280493430 hasAuthorship W4280493430A5047922757 @default.
- W4280493430 hasAuthorship W4280493430A5049341927 @default.
- W4280493430 hasConcept C11413529 @default.
- W4280493430 hasConcept C126255220 @default.
- W4280493430 hasConcept C127413603 @default.
- W4280493430 hasConcept C137836250 @default.
- W4280493430 hasConcept C154945302 @default.
- W4280493430 hasConcept C159149176 @default.
- W4280493430 hasConcept C2987595161 @default.
- W4280493430 hasConcept C2987619373 @default.
- W4280493430 hasConcept C33923547 @default.
- W4280493430 hasConcept C41008148 @default.
- W4280493430 hasConcept C66938386 @default.
- W4280493430 hasConceptScore W4280493430C11413529 @default.
- W4280493430 hasConceptScore W4280493430C126255220 @default.
- W4280493430 hasConceptScore W4280493430C127413603 @default.
- W4280493430 hasConceptScore W4280493430C137836250 @default.
- W4280493430 hasConceptScore W4280493430C154945302 @default.
- W4280493430 hasConceptScore W4280493430C159149176 @default.
- W4280493430 hasConceptScore W4280493430C2987595161 @default.
- W4280493430 hasConceptScore W4280493430C2987619373 @default.
- W4280493430 hasConceptScore W4280493430C33923547 @default.
- W4280493430 hasConceptScore W4280493430C41008148 @default.
- W4280493430 hasConceptScore W4280493430C66938386 @default.
- W4280493430 hasLocation W42804934301 @default.
- W4280493430 hasOpenAccess W4280493430 @default.
- W4280493430 hasPrimaryLocation W42804934301 @default.
- W4280493430 hasRelatedWork W2049293857 @default.
- W4280493430 hasRelatedWork W2068310053 @default.
- W4280493430 hasRelatedWork W2094113423 @default.
- W4280493430 hasRelatedWork W2129773030 @default.
- W4280493430 hasRelatedWork W2578996978 @default.
- W4280493430 hasRelatedWork W2729115982 @default.
- W4280493430 hasRelatedWork W2892964832 @default.
- W4280493430 hasRelatedWork W3209171036 @default.
- W4280493430 hasRelatedWork W4294892986 @default.
- W4280493430 hasRelatedWork W4380302395 @default.
- W4280493430 hasVolume "169" @default.
- W4280493430 isParatext "false" @default.