Matches in SemOpenAlex for { <https://semopenalex.org/work/W4324153641> ?p ?o ?g. }
Showing items 1 to 94 of
94
with 100 items per page.
- W4324153641 abstract "Abstract In this paper, we propose a method for solving a real‐world timetabling problem at Mandarine Academy. The primary motivation for this work is to provide an automated professional course scheduling tool to replace the time‐consuming task of manually creating timetables that are constantly incorrect. Following a review of both scientific literature and company requirements, a mathematical model of the problem is provided, which includes 18 constraints (hard/soft) and five objectives, two of which are competing. We test a handful of multi‐objective evolutionary algorithms (MOEA's) starting with the non‐dominated sorting genetic algorithm (NSGA II and NSGA III), the multi‐objective evolutionary algorithm based on decomposition (MOEA/D), the indicator‐based evolutionary algorithm and finally the strength Pareto evolutionary algorithm . Two custom genetic operators (mutation and crossover) are proposed and compared to conventional operators (PMX and swap mutation). To obtain elite configurations, a tuning phase involving all of the aforementioned algorithms is carried out. Experiments were divided by problem size, with three to five objectives tested. Experiments include the use of real‐world data from the company's catalog. This dataset was made available to the scientific community to serve as a testing ground for professional course scheduling, an underexploited field of scheduling. We discuss findings, including a comparison of each algorithm's performance using various metrics, as well as convergence graphs and population evolution." @default.
- W4324153641 created "2023-03-15" @default.
- W4324153641 creator A5022969818 @default.
- W4324153641 creator A5026999947 @default.
- W4324153641 creator A5062197219 @default.
- W4324153641 creator A5089991294 @default.
- W4324153641 date "2023-03-14" @default.
- W4324153641 modified "2023-10-14" @default.
- W4324153641 title "Solving a multiobjective professional timetabling problem using evolutionary algorithms at Mandarine Academy" @default.
- W4324153641 cites W1588375755 @default.
- W4324153641 cites W1609048613 @default.
- W4324153641 cites W1651333704 @default.
- W4324153641 cites W1966208092 @default.
- W4324153641 cites W1968603264 @default.
- W4324153641 cites W2022485595 @default.
- W4324153641 cites W2033916191 @default.
- W4324153641 cites W2040243077 @default.
- W4324153641 cites W2043947065 @default.
- W4324153641 cites W2055025427 @default.
- W4324153641 cites W2056956492 @default.
- W4324153641 cites W2068878490 @default.
- W4324153641 cites W2086726443 @default.
- W4324153641 cites W2097006484 @default.
- W4324153641 cites W2102818760 @default.
- W4324153641 cites W2116661285 @default.
- W4324153641 cites W2138029669 @default.
- W4324153641 cites W2141119792 @default.
- W4324153641 cites W2143381319 @default.
- W4324153641 cites W2167159964 @default.
- W4324153641 cites W2264848918 @default.
- W4324153641 cites W2504514030 @default.
- W4324153641 cites W2962959752 @default.
- W4324153641 cites W2987597555 @default.
- W4324153641 cites W2987936275 @default.
- W4324153641 cites W3191866119 @default.
- W4324153641 cites W4224250293 @default.
- W4324153641 cites W4224277113 @default.
- W4324153641 cites W4311497161 @default.
- W4324153641 doi "https://doi.org/10.1111/itor.13276" @default.
- W4324153641 hasPublicationYear "2023" @default.
- W4324153641 type Work @default.
- W4324153641 citedByCount "0" @default.
- W4324153641 crossrefType "journal-article" @default.
- W4324153641 hasAuthorship W4324153641A5022969818 @default.
- W4324153641 hasAuthorship W4324153641A5026999947 @default.
- W4324153641 hasAuthorship W4324153641A5062197219 @default.
- W4324153641 hasAuthorship W4324153641A5089991294 @default.
- W4324153641 hasBestOaLocation W43241536411 @default.
- W4324153641 hasConcept C105902424 @default.
- W4324153641 hasConcept C111696304 @default.
- W4324153641 hasConcept C11413529 @default.
- W4324153641 hasConcept C119857082 @default.
- W4324153641 hasConcept C122507166 @default.
- W4324153641 hasConcept C126255220 @default.
- W4324153641 hasConcept C144024400 @default.
- W4324153641 hasConcept C149923435 @default.
- W4324153641 hasConcept C159149176 @default.
- W4324153641 hasConcept C206729178 @default.
- W4324153641 hasConcept C2908647359 @default.
- W4324153641 hasConcept C33923547 @default.
- W4324153641 hasConcept C41008148 @default.
- W4324153641 hasConcept C68781425 @default.
- W4324153641 hasConcept C8880873 @default.
- W4324153641 hasConceptScore W4324153641C105902424 @default.
- W4324153641 hasConceptScore W4324153641C111696304 @default.
- W4324153641 hasConceptScore W4324153641C11413529 @default.
- W4324153641 hasConceptScore W4324153641C119857082 @default.
- W4324153641 hasConceptScore W4324153641C122507166 @default.
- W4324153641 hasConceptScore W4324153641C126255220 @default.
- W4324153641 hasConceptScore W4324153641C144024400 @default.
- W4324153641 hasConceptScore W4324153641C149923435 @default.
- W4324153641 hasConceptScore W4324153641C159149176 @default.
- W4324153641 hasConceptScore W4324153641C206729178 @default.
- W4324153641 hasConceptScore W4324153641C2908647359 @default.
- W4324153641 hasConceptScore W4324153641C33923547 @default.
- W4324153641 hasConceptScore W4324153641C41008148 @default.
- W4324153641 hasConceptScore W4324153641C68781425 @default.
- W4324153641 hasConceptScore W4324153641C8880873 @default.
- W4324153641 hasLocation W43241536411 @default.
- W4324153641 hasOpenAccess W4324153641 @default.
- W4324153641 hasPrimaryLocation W43241536411 @default.
- W4324153641 hasRelatedWork W2048487010 @default.
- W4324153641 hasRelatedWork W2088622475 @default.
- W4324153641 hasRelatedWork W2132243311 @default.
- W4324153641 hasRelatedWork W2137127594 @default.
- W4324153641 hasRelatedWork W2150561521 @default.
- W4324153641 hasRelatedWork W2346752270 @default.
- W4324153641 hasRelatedWork W2375201725 @default.
- W4324153641 hasRelatedWork W2961151660 @default.
- W4324153641 hasRelatedWork W3134440233 @default.
- W4324153641 hasRelatedWork W4312461518 @default.
- W4324153641 isParatext "false" @default.
- W4324153641 isRetracted "false" @default.
- W4324153641 workType "article" @default.