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- W4310113601 abstract "This paper presents an approach to workforce scheduling optimization in a warehouse, considering multiple constraints such as precedent constraints among tasks, skill constraints between tasks and human resources, and working time constraints of human resources. The expected result is a set of optimized schedules for three objectives: order cycle time, total labor cost, and order on-time rate. By viewing a schedule under the lens of project management, we improve the NSGA-II with a customized initial population creation, and enhanced crossover and mutation operators. The algorithm is then tested against real data from an existing enterprise resource planning (ERP) application, including human, machine resources and tasks. The results show to perform well, thus making the algorithm applicable in the warehouse environment." @default.
- W4310113601 created "2022-11-30" @default.
- W4310113601 creator A5006338558 @default.
- W4310113601 creator A5034485689 @default.
- W4310113601 date "2022-12-01" @default.
- W4310113601 modified "2023-09-28" @default.
- W4310113601 title "An improved NSGA-II based-on project scheduling principles for workforce scheduling optimization in warehouse" @default.
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- W4310113601 doi "https://doi.org/10.1145/3568562.3568603" @default.
- W4310113601 hasPublicationYear "2022" @default.
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