Practice Summary: Cainiao Optimizes the Fulfillment Routes of Parcels | PERPUSTAKAAN UNIVERSITAS KATOLIK PARAHYANGAN

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Practice Summary: Cainiao Optimizes the Fulfillment Routes of Parcels

Deng, Zengde - Nama Orang; Yuan, Biao - Nama Orang; Chen, Yujie - Nama Orang; Hu, Haoyuan - Nama Orang; Geng, Na - Nama Orang;

Cainiao collaborates with thousands of logistics partners to provide the most cost- and time-efficient delivery services. In this work, we develop a decision support system to select good fulfillment routes consisting of partners for newly created parcels. The system’s core optimization component contains a proportion algorithm based on solving an offline integer programming problem and an online algorithm based on dual values of the associated linear programming relaxation. The company has implemented the system to transport numerous parcels from China to other countries and regions, thus saving millions of dollars annually.

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Informasi Detail

Judul Seri: INFORMS JOURNAL ON APPLIED ANALYTICS; Vol. 53, No. 6, November-December 2023
No. Panggil: -
Penerbit: : .,
Deskripsi Fisik: p. 446-450
Bahasa: English
ISBN/ISSN: -
Klasifikasi: NONE
Tipe Isi: -
Tipe Media: -
Tipe Pembawa: -
Edisi: -
Subjek: INTEGER PROGRAMMING
ONLINE OPTIMIZATION
LOGISTICS
ASSIGNMENT
Info Detail Spesifik: https://doi.org/10.1287/inte.2023.1166
Pernyataan Tanggungjawab: Biao Yuan , Zengde Deng, Na Geng, Yujie Chen, Haoyuan Hu

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