集装箱码头搬运设备集成优化调度模型与算法研究

Research of integrated optimal scheduling model and algorithm for container terminal handling equipment

在现代化的海洋港口物流中,集装箱的数量正经历着爆炸式的发展,因此如何有效对集装箱进行运输和管理,已成为必然趋势。本文从我国港口的实际情况出发,设计遗传算法,并利用计算机技术对集装箱的调度进行优化,从而实现资源的快速配置和调整。文中首先对集装箱搬运设备的调度模型进行研究,利用常见的遗传算法,探讨基于不同模式下的调度优化模型,结合先进的交换规则和变异进化算法,设计一种新型的自适应遗传算法,并成功仿真得到理想的结果。

In the modernized ocean port logistics,the quantity of container is experiencing explosive development. Therefore,how to effectively transport and manage the container has become an inevitable trend. Based on the actual port situation in China,this paper designs the genetic algorithm and optimizes the dispatching of the container by computer technology,so as to realize the rapid disposition and adjustment of the resources. In this paper,the scheduling model of container handling equipment is studied firstly.Based on the common genetic algorithms,the scheduling optimization model based on different modes is discussed. A new adaptive genetic algorithm is designed based on the advanced exchange rules and mutation evolution algorithm.,And the successful simulation results are obtained.