Trend analysis of multi-objective optimization parameters.
<p>Trend analysis of multi-objective optimization parameters.</p>
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2025
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| _version_ | 1852017086521409536 |
|---|---|
| author | Juan Ren (733592) |
| author2 | Yuan Meng (173434) Yu Liu (6938) |
| author2_role | author author |
| author_facet | Juan Ren (733592) Yuan Meng (173434) Yu Liu (6938) |
| author_role | author |
| dc.creator.none.fl_str_mv | Juan Ren (733592) Yuan Meng (173434) Yu Liu (6938) |
| dc.date.none.fl_str_mv | 2025-09-02T17:36:39Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0330913.g009 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/figure/Trend_analysis_of_multi-objective_optimization_parameters_/30034453 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Evolutionary Biology Ecology Biological Sciences not elsewhere classified sustainable residential development rise residential districts rise residential areas regression analysis revealed pronounced seasonal variations outdoor thermal comfort machine learning approach integrated genetic algorithm improving thermal comfort ii genetic algorithm floor area ratio findings provide evidence facing angle deviation convolutional neural networks conducted using nsga comfort contradiction highlights capturing complex non balanced architectural strategies summer overheating risks optimized building morphology yulin </ p building length xlink "> summer utci similar climates results indicate regulatory constraints positive correlation offering implications objective optimization northern shaanxi morphological parameters morphological optimization linear relationships influence mechanisms dual challenge 45 ). |
| dc.title.none.fl_str_mv | Trend analysis of multi-objective optimization parameters. |
| dc.type.none.fl_str_mv | Image Figure info:eu-repo/semantics/publishedVersion image |
| description | <p>Trend analysis of multi-objective optimization parameters.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_4653a7c9ce331f4d282e2db56ccfbf11 |
| identifier_str_mv | 10.1371/journal.pone.0330913.g009 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30034453 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Trend analysis of multi-objective optimization parameters.Juan Ren (733592)Yuan Meng (173434)Yu Liu (6938)Evolutionary BiologyEcologyBiological Sciences not elsewhere classifiedsustainable residential developmentrise residential districtsrise residential areasregression analysis revealedpronounced seasonal variationsoutdoor thermal comfortmachine learning approachintegrated genetic algorithmimproving thermal comfortii genetic algorithmfloor area ratiofindings provide evidencefacing angle deviationconvolutional neural networksconducted using nsgacomfort contradiction highlightscapturing complex nonbalanced architectural strategiessummer overheating risksoptimized building morphologyyulin </ pbuilding lengthxlink ">summer utcisimilar climatesresults indicateregulatory constraintspositive correlationoffering implicationsobjective optimizationnorthern shaanximorphological parametersmorphological optimizationlinear relationshipsinfluence mechanismsdual challenge45 ).<p>Trend analysis of multi-objective optimization parameters.</p>2025-09-02T17:36:39ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.1371/journal.pone.0330913.g009https://figshare.com/articles/figure/Trend_analysis_of_multi-objective_optimization_parameters_/30034453CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/300344532025-09-02T17:36:39Z |
| spellingShingle | Trend analysis of multi-objective optimization parameters. Juan Ren (733592) Evolutionary Biology Ecology Biological Sciences not elsewhere classified sustainable residential development rise residential districts rise residential areas regression analysis revealed pronounced seasonal variations outdoor thermal comfort machine learning approach integrated genetic algorithm improving thermal comfort ii genetic algorithm floor area ratio findings provide evidence facing angle deviation convolutional neural networks conducted using nsga comfort contradiction highlights capturing complex non balanced architectural strategies summer overheating risks optimized building morphology yulin </ p building length xlink "> summer utci similar climates results indicate regulatory constraints positive correlation offering implications objective optimization northern shaanxi morphological parameters morphological optimization linear relationships influence mechanisms dual challenge 45 ). |
| status_str | publishedVersion |
| title | Trend analysis of multi-objective optimization parameters. |
| title_full | Trend analysis of multi-objective optimization parameters. |
| title_fullStr | Trend analysis of multi-objective optimization parameters. |
| title_full_unstemmed | Trend analysis of multi-objective optimization parameters. |
| title_short | Trend analysis of multi-objective optimization parameters. |
| title_sort | Trend analysis of multi-objective optimization parameters. |
| topic | Evolutionary Biology Ecology Biological Sciences not elsewhere classified sustainable residential development rise residential districts rise residential areas regression analysis revealed pronounced seasonal variations outdoor thermal comfort machine learning approach integrated genetic algorithm improving thermal comfort ii genetic algorithm floor area ratio findings provide evidence facing angle deviation convolutional neural networks conducted using nsga comfort contradiction highlights capturing complex non balanced architectural strategies summer overheating risks optimized building morphology yulin </ p building length xlink "> summer utci similar climates results indicate regulatory constraints positive correlation offering implications objective optimization northern shaanxi morphological parameters morphological optimization linear relationships influence mechanisms dual challenge 45 ). |