Serial reduction optimization research of complex product workflow’s accuracy under the time constraint

التفاصيل البيبلوغرافية
العنوان: Serial reduction optimization research of complex product workflow’s accuracy under the time constraint
المؤلفون: Bo You, Zhi-yong Luo, Su-xia Zhu, Peng Wang
المصدر: Advances in Mechanical Engineering, Vol 8 (2016)
بيانات النشر: SAGE Publishing, 2016.
سنة النشر: 2016
مصطلحات موضوعية: 020203 distributed computing, Mathematical optimization, Computer science, Mechanical Engineering, lcsh:Mechanical engineering and machinery, Inverse, 02 engineering and technology, computer.software_genre, Task (project management), Reduction (complexity), Core (game theory), Workflow, Path (graph theory), 0202 electrical engineering, electronic engineering, information engineering, Time constraint, Production (economics), 020201 artificial intelligence & image processing, lcsh:TJ1-1570, Data mining, computer
الوصف: Model complex production business contains the attributes of completion time, accuracy, and so on; these factors influence each other; and pursuing the balance of these factors is the core idea of the article. Due to the problems of low accuracy or more completion time which may be caused by the traditional algorithm, the research group proposed the serial reduction algorithm which can achieve higher accuracy under deadline for the business. The algorithm sets the active portion for each task and uses the inverse iterative way to obtain a path that can balance both the completion time and the accuracy. By the case analysis, compared with the traditional unidirectional objective algorithm, serial reduction algorithm can optimize the accuracy under the deadline. Finally, the article analyses the parameters that can affect the algorithm performance; the experiment shows that serial reduction algorithm applied to the workflow is feasible and effective, which has the simple advantage.
اللغة: English
تدمد: 1687-8140
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1e8a1e1cd7e4ba1cc17107a33e37bab1
https://doaj.org/article/0b4003423cba4125aa90fcd8e7035c41
حقوق: OPEN
رقم الأكسشن: edsair.doi.dedup.....1e8a1e1cd7e4ba1cc17107a33e37bab1
قاعدة البيانات: OpenAIRE