油料调度保障问题的多目标优化方法
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国家自然科学基金(No.11991024;No.12171063);重庆市高校创新研究群体项目(No.CXQT20014);重庆市自然科学基金(No.cstc2022ycjh-bgzxm0114;No.cstc2021jcyj-msxmX0280);重庆市教育委员会科学技术研究项目(No.KJQN202100521)


Multi-Objective Optimization Method for Oil Scheduling Problem
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    【目的】研究油料保障活动中的调度保障问题。【方法】综合多方面因素,构建了以调度效率最大化、系统调度成本最小化以及系统调度时间最小化为目标函数的多目标优化模型。【结果】利用多目标优化的主要目标法等标量化方法将问题转化为单目标优化模型,分析该模型解的性质并提出相应的遗传算法进行求解。【结论】提出的多目标优化方法能够在保障调度效率的同时获得相应较低的系统成本和相应较短的系统调度时间,可为油料调度保障问题提供决策参考。

    Abstract:

    [Purposes]To study the scheduling support problem in oil supply support activities. [Methods]Combining various factors, a multi-objective optimization model was established with the objective function of maximizing scheduling efficiency, minimizing system scheduling cost and minimizing system scheduling time. [Findings]The main objective method of multi-objective optimization was used to transform the problem into a single objective optimization model. The properties of the solution were analyzed and the genetic algorithm was proposed to solve the problem. [Conclusions]The proposed multi-objective optimization method can not only guarantee the dispatching efficiency, but also obtain the corresponding low system cost and corresponding short system dispatching time, which can provide a reference for the decision-making of oil dispatching guarantee problem.

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舒勤,谯露,赵克全.油料调度保障问题的多目标优化方法[J].重庆师范大学学报自然科学版,2023,(1):28-33

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  • 在线发布日期: 2023-05-05