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应急海运路径的不确定规划模型
A Uncertain Planning Model of Emergency Shipping Route
【摘要】 不确定规划广泛用于处理不确定环境下的优化问题,比如车辆调度问题、网络优化问题、作业排序问题等。本文在不确定理论框架下,建立一个应急海运路径运输的不确定规划模型,同时考虑路径行进时间、风险和约束变量的置信水平,利用Pareto最优解的遗传算法进行求解,最后通过两个数值实例验证了该模型的有效性和实用性。
【Abstract】 Uncertain programming is widely used to deal with optimization problems in uncertain environments, such as vehicle scheduling, network optimization, job sequencing, etc. In this paper, we establish an uncertain planning model for emergency maritime route transportation under the framework of uncertainty theory.Considering the path travel time, path risk and the confidence level of constraint variable, the genetic algorithm of Pareto optimal solution is introduced to solve the model. Finally, two numerical examples are given to verify the effectiveness and practicability of the model.
【Key words】 Uncertainty Theory; Emergency Maritime Route; Uncertain Programming Model; Pareto Optimal Solution; Genetic Algorithm;
- 【文献出处】 模糊系统与数学 ,Fuzzy Systems and Mathematics , 编辑部邮箱 ,2023年06期
- 【分类号】F552;O221
- 【下载频次】2