Skip to main content
Erschienen in: Cluster Computing 4/2019

19.02.2018

RETRACTED ARTICLE: Supply chain production and delivery scheduling based on data mining

verfasst von: Mengna Wu, Ke Liu, Hua Yang

Erschienen in: Cluster Computing | Sonderheft 4/2019

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Aiming at many problems such as variable and uncertainty in problem modeling, and the phenomenon of big load in the distribution of FMCG, the idea of customer clustering and dynamic customer clustering is put forward. The data mining is used to model the distribution and scheduling problem of multi product and multi item products for the purchase of third party logistics and distribution services. At the same time, the classification method of customer clustering is studied. The general rules of dynamic customer clustering, the scope of application and the rules of application are proposed. In view of the fact that the needs of customers in real operation are dealt with instantaneously, the scheduling method based on qualitative and quantitative heuristic rules is discussed. The suggestion of customer clustering set is provided to supply the order rank of production place. The results show that the idea of customer clustering effectively reduces the difficulty of solving the model. The dynamic customer thought increases the flexibility of customer clustering thinking. It is suitable for the uncertainty of the practical application of enterprises, and further reduces the logistics cost of enterprises. This rule has a high reference value for the scheduling of enterprise products.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Chen, G., Sun, X., Hu, H., Hu, Y.: Research on modeling and algorithm of supply chain’s reliability based on ccfsm. J. Coast. Res. 73, 99–103 (2015)CrossRef Chen, G., Sun, X., Hu, H., Hu, Y.: Research on modeling and algorithm of supply chain’s reliability based on ccfsm. J. Coast. Res. 73, 99–103 (2015)CrossRef
2.
Zurück zum Zitat Dev, N.K., Shankar, R., Gunasekaran, A., Thakur, L.S.: A hybrid adaptive decision system for supply chain reconfiguration. Int. J. Prod. Res. 54(23), 7100–7114 (2016)CrossRef Dev, N.K., Shankar, R., Gunasekaran, A., Thakur, L.S.: A hybrid adaptive decision system for supply chain reconfiguration. Int. J. Prod. Res. 54(23), 7100–7114 (2016)CrossRef
4.
Zurück zum Zitat Yao, J.: Optimisation of one-stop delivery scheduling in online shopping based on the physical internet. Int. J. Prod. Res. 55(2), 358–376 (2016)CrossRef Yao, J.: Optimisation of one-stop delivery scheduling in online shopping based on the physical internet. Int. J. Prod. Res. 55(2), 358–376 (2016)CrossRef
5.
Zurück zum Zitat Lin, Y.K., Yeh, C.T., Huang, C.F.: A simple algorithm to evaluate supply-chain reliability for brittle commodity logistics under production and delivery constraints. Ann. Oper. Res. 244(1), 67–83 (2016)MathSciNetCrossRefMATH Lin, Y.K., Yeh, C.T., Huang, C.F.: A simple algorithm to evaluate supply-chain reliability for brittle commodity logistics under production and delivery constraints. Ann. Oper. Res. 244(1), 67–83 (2016)MathSciNetCrossRefMATH
6.
Zurück zum Zitat Shukla, N., Kiridena, S.: A fuzzy rough sets-based multi-agent analytics framework for dynamic supply chain configuration. Int. J. Prod. Res. 54(23), 6984–6996 (2016)CrossRef Shukla, N., Kiridena, S.: A fuzzy rough sets-based multi-agent analytics framework for dynamic supply chain configuration. Int. J. Prod. Res. 54(23), 6984–6996 (2016)CrossRef
7.
Zurück zum Zitat Choi, T.M., Yeung, W.K., Cheng, T.C.E., Yue, X.: Optimal scheduling, coordination, and the value of rfid technology in garment manufacturing supply chains. IEEE Trans. Eng. Manag. 65(1), 1–13 (2017) Choi, T.M., Yeung, W.K., Cheng, T.C.E., Yue, X.: Optimal scheduling, coordination, and the value of rfid technology in garment manufacturing supply chains. IEEE Trans. Eng. Manag. 65(1), 1–13 (2017)
8.
Zurück zum Zitat Sellitto, M.A., Pereira, G.M., Borchardt, M., Silva, R.I.D., Viegas, C.V.: A scor-based model for supply chain performance measurement: application in the footwear industry. Int. J. Prod. Res. 53(16), 4917–4926 (2015)CrossRef Sellitto, M.A., Pereira, G.M., Borchardt, M., Silva, R.I.D., Viegas, C.V.: A scor-based model for supply chain performance measurement: application in the footwear industry. Int. J. Prod. Res. 53(16), 4917–4926 (2015)CrossRef
9.
Zurück zum Zitat Lowe, J.J., Mason, S.J.: Integrated semiconductor supply chain production planning. IEEE Trans. Semicond. Manuf. 29(2), 116–126 (2016)CrossRef Lowe, J.J., Mason, S.J.: Integrated semiconductor supply chain production planning. IEEE Trans. Semicond. Manuf. 29(2), 116–126 (2016)CrossRef
10.
Zurück zum Zitat Pan, A., Choi, T.M.: An agent-based negotiation model on price and delivery date in a fashion supply chain. Ann. Oper. Res. 242(2), 529–557 (2016)MathSciNetCrossRefMATH Pan, A., Choi, T.M.: An agent-based negotiation model on price and delivery date in a fashion supply chain. Ann. Oper. Res. 242(2), 529–557 (2016)MathSciNetCrossRefMATH
11.
Zurück zum Zitat Shretta, R., Johnson, B., Smith, L., Doumbia, S., Savigny, D.D., Anupindi, R., et al.: Costing the supply chain for delivery of act and rdts in the public sector in benin and kenya. Malaria Journal 14(1), 1–14 (2015)CrossRef Shretta, R., Johnson, B., Smith, L., Doumbia, S., Savigny, D.D., Anupindi, R., et al.: Costing the supply chain for delivery of act and rdts in the public sector in benin and kenya. Malaria Journal 14(1), 1–14 (2015)CrossRef
Metadaten
Titel
RETRACTED ARTICLE: Supply chain production and delivery scheduling based on data mining
verfasst von
Mengna Wu
Ke Liu
Hua Yang
Publikationsdatum
19.02.2018
Verlag
Springer US
Erschienen in
Cluster Computing / Ausgabe Sonderheft 4/2019
Print ISSN: 1386-7857
Elektronische ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-018-1894-8

Weitere Artikel der Sonderheft 4/2019

Cluster Computing 4/2019 Zur Ausgabe