Research on heavy equipment transportation vehicle scheduling optimization problem based on NSGA-III algorithm

In this study, the optimization model is constructed and the NSGA-III algorithm is introduced for the heavy equipment transportation vehicle scheduling problem to ensure that the heavy equipment transportation task can be completed quickly and efficiently in emergency situations. The optimized scheduling scheme can not only shorten the time of combat readiness assembly and improve the execution efficiency of the transportation task, but also maintain the combat capability under the complex environment and multiple constraints, thus effectively enhancing the level of combat readiness and rapid reaction capability of the troops. This is of great significance in enhancing the ability of troops to carry out their tasks, safeguarding national security and responding to sudden military operations.

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Publication Details

Published
2025-04-18
DOI
https://doi.org/10.1145/3745676.3745688
Primary Topic
Advanced Manufacturing and Logistics Optimization
Type
article
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article

Research on heavy equipment transportation vehicle scheduling optimization problem based on NSGA-III algorithm

Huaiqiang Zhang, Aiying Ye
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Advanced Manufacturing and Logistics Optimization
article

Research on heavy equipment transportation vehicle scheduling optimization problem based on NSGA-III algorithm

Huaiqiang Zhang, Aiying Ye
article en

Abstract

In this study, the optimization model is constructed and the NSGA-III algorithm is introduced for the heavy equipment transportation vehicle scheduling problem to ensure that the heavy equipment transportation task can be completed quickly and efficiently in emergency situations. The optimized scheduling scheme can not only shorten the time of combat readiness assembly and improve the execution efficiency of the transportation task, but also maintain the combat capability under the complex environment and multiple constraints, thus effectively enhancing the level of combat readiness and rapid reaction capability of the troops. This is of great significance in enhancing the ability of troops to carry out their tasks, safeguarding national security and responding to sudden military operations.

Naval University of Engineering (CN)
Openalex Percentile: Top 71%
Advanced Manufacturing and Logistics Optimization
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