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Immune Particle Swarm Optimization Research and Application for Truck Transportation Scheduling System of Strip Mine Under Fuzzy Environment

机译:模糊环境下露天矿卡车运输调度系统的免疫粒子群优化研究与应用

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The strip mine truck transportation scheduling system is of uncertainty attribute which is involved to fuzzy parametric problem such as transportation path, production process and shoveling-transportation-crashing equipment under environment. Because of fuzzy programming depending on complex degree of member function of fuzzy coefficient, it cannot to be solved through transforming clear math programming problem, anymore, it is difficult to get optimal solution with the classics optimization algorithm. This parper has constructed immune particle swarm optimization algorithm by integration of excellent performance of immune algorithm and particle swarm optimization algorithm, thenafter, it is set up corresponding fuzzy programming model by its uncertainty attribute parametric of truck transportation shceduling system and fuzzy judgment decision criteria, finally, optimization problem of transportation scheduling system under fuzzy environment is to be solved well. It is not only to solved effectively optimization problem of truck transportation scheduling system under fuzzy environment, but also it provides important reference value for optimization and decision-making problem of other complex system.
机译:露天矿运输计划系统具有不确定性,涉及环境下的运输路径,生产过程,铲运撞设备等模糊参数问题。由于模糊规划取决于模糊系数成员函数的复杂程度,因此无法通过转换清晰的数学规划问题来解决,而且,经典优化算法很难获得最优解。该分析器结合了免疫算法和粒子群优化算法的优异性能,构建了免疫粒子群优化算法,然后根据卡车运输调度系统的不确定属性参数和模糊判断决策标准,建立了相应的模糊规划模型。 ,要很好地解决模糊环境下运输调度系统的优化问题。它不仅有效地解决了模糊环境下的卡车运输调度系统的优化问题,而且为其他复杂系统的优化和决策问题提供了重要的参考价值。

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