Research on Order Allocation of Group Enterprise Based on Differential Evolution Algorithm

Shuntang Zhang, Lihua Hu, Zhengyang Shi, Guojun Zhang

2023

Abstract

Aiming at the problem of procurement volume allocation of group enterprises, according to the characteristics of the internal structure of group enterprises, considering factors such as price discounts, comprehensive supplier scores, transportation costs, etc., a procurement optimization model based on internal allocation of group enterprises is established. When establishing the model, it is considered that the subsidiaries directly order from external suppliers and transfer between subsidiaries with excess inventory, so as to effectively use internal resources and balance the total inventory. When solving the model, a differential evolution algorithm with fast convergence speed, simple structure and excellent performance is selected for simulation solving. Through the example experiment, the procurement quantity and allocation amount are reasonably allocated, which effectively reduces the procurement cost of the group enterprises, and shows the effectiveness of the model.

Paper Citation

in Harvard Style

Zhang S., Hu L., Shi Z. and Zhang G. (2023). Research on Order Allocation of Group Enterprise Based on Differential Evolution Algorithm. In Proceedings of the 2nd International Seminar on Artificial Intelligence, Networking and Information Technology - Volume 1: ANIT; ISBN 978-989-758-677-4, SciTePress, pages 51-55. DOI: 10.5220/0012273700003807

in Bibtex Style

@conference{anit23,
author={Shuntang Zhang and Lihua Hu and Zhengyang Shi and Guojun Zhang},
title={Research on Order Allocation of Group Enterprise Based on Differential Evolution Algorithm},
booktitle={Proceedings of the 2nd International Seminar on Artificial Intelligence, Networking and Information Technology - Volume 1: ANIT},
year={2023},
pages={51-55},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012273700003807},
isbn={978-989-758-677-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 2nd International Seminar on Artificial Intelligence, Networking and Information Technology - Volume 1: ANIT
TI - Research on Order Allocation of Group Enterprise Based on Differential Evolution Algorithm
SN - 978-989-758-677-4
AU - Zhang S.
AU - Hu L.
AU - Shi Z.
AU - Zhang G.
PY - 2023
SP - 51
EP - 55
DO - 10.5220/0012273700003807
PB - SciTePress