The Optimization of the Location of the Cargo in Three-Dimension Shelf: Employing the FP-Tree and the Artificial Fish Swarm Algorithms
المؤلفون المشاركون
Wang, Rui
Zhang, Shuiwang
Fu, Linping
Chen, Rong
المصدر
Journal of Control Science and Engineering
العدد
المجلد 2020، العدد 2020 (31 ديسمبر/كانون الأول 2020)، ص ص. 1-15، 15ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2020-08-28
دولة النشر
مصر
عدد الصفحات
15
التخصصات الرئيسية
هندسة كهربائية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
The allocation issues of the location of the cargo have affected the operational efficiency of retail e-commerce warehouses tremendously.
Adjusting the cargo location with the change of the order and the operation of the warehouse is a significant research area.
A novel approach employing the FP-Tree and the Artificial Fish Swarm Algorithms is proposed.
Firstly, energy consumption and shelf stability are employed for the location-allocation.
Secondly, the association rules among product items are obtained by the FP-Tree Algorithm to mine frequent list of items.
Furthermore, the frequency and the weight of product items are taken into account to ensure the local stability of the shelf during data mining.
Thirdly, another method of the location-allocation is obtained with the objectives of the energy consumption and the overall shelf stability along with the frequent items stored nearby that is conducted by the Artificial Fish Swarm Algorithm.
Finally, the picking order distance is obtained through two methods of the location-allocation above.
The performance and efficiency of the novel introduced method have been confirmed by running the experiment.
The outcomes of the simulation suggest that the introduced method has a higher performance concerning criterion called the picking order distance.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Zhang, Shuiwang& Fu, Linping& Wang, Rui& Chen, Rong. 2020. The Optimization of the Location of the Cargo in Three-Dimension Shelf: Employing the FP-Tree and the Artificial Fish Swarm Algorithms. Journal of Control Science and Engineering،Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1182723
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Zhang, Shuiwang…[et al.]. The Optimization of the Location of the Cargo in Three-Dimension Shelf: Employing the FP-Tree and the Artificial Fish Swarm Algorithms. Journal of Control Science and Engineering No. 2020 (2020), pp.1-15.
https://search.emarefa.net/detail/BIM-1182723
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Zhang, Shuiwang& Fu, Linping& Wang, Rui& Chen, Rong. The Optimization of the Location of the Cargo in Three-Dimension Shelf: Employing the FP-Tree and the Artificial Fish Swarm Algorithms. Journal of Control Science and Engineering. 2020. Vol. 2020, no. 2020, pp.1-15.
https://search.emarefa.net/detail/BIM-1182723
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1182723
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
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