蔗糖企业生产参数二次规划模型与仿真研究
三峡大学, 理学院数学系, 湖北宜昌 443002
| 摘 要： | 在前期研究“基于二次规划建模的甘蔗企业生产计划与算例研究”的基础上，应用运筹学二次规划建模的最优化理论与方法，对蔗糖企业生产计划建模与仿真计算进行了更深入的研究：在原有的生产计划模型基础上引入了参数变量，改进了原有的生产计划模型，而且仿真计算方面更体现出各类场景、更逼真于收砍旺季期间大规模的生产计划编制情形。决策者可根据收砍旺季期需要加工生产的车辆数来适时调整生产线，在生产周期、生产线与生产时间、人力成本之间寻找平衡点。含参变量蔗糖企业生产计划0-1二次规划模型和内点算法在解决收砍旺季期企业大规模化生产问题具有较高程度的人工智能意义，能更有效更适时的实现人机交互。 |
| 关 键 词： | 蔗糖企业生产计划; 生产周期; 子时段; 参数0-1二次规划模型; 大数据仿真计算 |
| DOI： | 10.57237/j.wjfse.2023.04.001 |
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收稿日期: 2023-08-16
接受日期: 2023-12-20
在线出版日期: 2023-12-27
A Quadratic Programming Model and Simulation Study on Production Parameters of Sucrose Enterprises
Department of Mathematics, College of Science, China Three Gorges University, Yichang 443002, China
| Abstract: | Based on the previous research on the production plan and case study of sugarcane enterprises based on quadratic programming modeling, the optimization theory and method of quadratic programming modeling in operations research were applied to conduct a more in-depth study on the production plan modeling and simulation calculation of sugarcane enterprises: On the basis of the original production planning model, parameter variables have been introduced to improve the original production planning model, and simulation calculations more reflect various scenarios and are more realistic in the large-scale production planning situation during the peak harvest season. Decision makers can adjust the production line in a timely manner based on the number of vehicles that need to be processed during the peak harvest season, and find a balance point between the production cycle, production line and production time, and labor costs. The 0-1 quadratic programming model and interior point algorithm with parametric variables in the production plan of sucrose enterprises have a high degree of artificial intelligence significance in solving the large-scale production problem of enterprises during the peak harvest season, and can more effectively and timely achieve human-machine interaction. |
| Keywords: | Production Plan of Sugar Enterprise; Production Cycle; Sub-period; Parameter 0-1 Quadratic Programming Model; Big Data Simulation Calculation |
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