Research on Supply Chain Management Based on Combinatorial Optimization Algorithm

DOI

10.2991/978-94-6463-256-9_53How to use a DOI?

Keywords

Supply chain; Combinatorial optimization algorithm; Inventory management

Abstract

With the rapid development of globalization and information technology, supply chain management has attracted more and more attention. Combinatorial optimization algorithm is widely used to solve various optimization problems in supply chain management. The purpose of this paper is to explore the supply chain management based on combinatorial optimization algorithm and to study it. This paper firstly introduces the background of supply chain management briefly, and then introduces the basic concept and principle of combinatorial optimization algorithm. Then, this paper discusses the application of combinatorial optimization algorithm in supply chain management, and analyzes the inventory management, transportation optimization and production planning in detail. In the aspect of inventory management, this paper introduces the inventory control models based on combinatorial optimization algorithm and discusses how to use these models to optimize the inventory level. In terms of transportation optimization, this paper discusses the problem of transportation route optimization based on combinatorial optimization algorithm, and proposes an optimization method based on genetic algorithm. In terms of production planning, this paper introduces a production planning model based on combinatorial optimization algorithm, and discusses how to use this model to optimize the efficiency and quality of production planning. Finally, this paper summarizes and looks forward to supply chain management based on combinatorial optimization algorithm. This paper holds that the supply chain management based on combinatorial optimization algorithm has high application value and research significance, and many problems need to be further studied and discussed in the future.

Copyright

© 2024 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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TY  - CONF
AU  - Ning Cui
AU  - Hongyu Li
PY  - 2023
DA  - 2023/10/09
TI  - Research on Supply Chain Management Based on Combinatorial Optimization Algorithm
BT  - Proceedings of the 2023 4th International Conference on Management Science and Engineering Management (ICMSEM 2023)
PB  - Atlantis Press
SP  - 518
EP  - 523
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-256-9_53
DO  - 10.2991/978-94-6463-256-9_53
ID  - Cui2023
ER  -