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Piecewise Linear Model for Multiskilled Workforce Scheduling Problems considering Learning Effect and Project Quality
المؤلفون المشاركون
Qin, Shujin
Liu, Shixin
Kuang, Hanbin
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-11، 11ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-02-16
دولة النشر
مصر
عدد الصفحات
11
التخصصات الرئيسية
الملخص EN
Workforce scheduling is an important and common task for projects with high labour intensities.
It becomes particularly complex when employees have multiple skills and the employees’ productivity changes along with their learning of knowledge according to the tasks they are assigned to.
Till now, in this context, only little work has considered the minimum quality limit of tasks and the quality learning effect.
In this research, the workforce scheduling model is developed for assigning tasks to multiskilled workforce by considering learning of knowledge and requirements of project quality.
By using piecewise linearization to learning curve, the mixed 0-1 nonlinear programming model (MNLP) is transformed into a mixed 0-1 linear programming model (MLP).
After that, the MLP model is further improved by taking account of the upper bound of employees’ experiences accumulation, and the stable performance of mature employees.
Computational experiments are provided using randomly generated instances based on the investigation of a software company.
The results demonstrate that the proposed MLPs can precisely approach the original MNLP model but can be calculated in much less time.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Qin, Shujin& Liu, Shixin& Kuang, Hanbin. 2016. Piecewise Linear Model for Multiskilled Workforce Scheduling Problems considering Learning Effect and Project Quality. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-11.
https://search.emarefa.net/detail/BIM-1112076
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Qin, Shujin…[et al.]. Piecewise Linear Model for Multiskilled Workforce Scheduling Problems considering Learning Effect and Project Quality. Mathematical Problems in Engineering No. 2016 (2016), pp.1-11.
https://search.emarefa.net/detail/BIM-1112076
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Qin, Shujin& Liu, Shixin& Kuang, Hanbin. Piecewise Linear Model for Multiskilled Workforce Scheduling Problems considering Learning Effect and Project Quality. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-11.
https://search.emarefa.net/detail/BIM-1112076
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1112076
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر
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