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Genetic Algorithm for Optimizing the Layout of Logistics Park Based on Shortest Path and Elitist Strategy

机译:基于最短路径和精英策略的物流园区布局优化遗传算法

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摘要

Because of the development of economy, logistics park becomes more and more important. Rational planning and construction of logistics park can promote the realization of its function. In order to make the result more practical in the process of internal layout of logistics park, the shortest path was considered. According to the idea of binary tree, the chromosome encoding is constructed. A new method that transfers from chromosome encoding to the network has been proposed. In order to accelerate the convergence of genetic algorithm, the elitist strategy is added as well. Finally, the algorithm is applied in the Ningbo Inland Port Logistics Park to verify the feasibility.
机译:随着经济的发展,物流园区变得越来越重要。合理规划和建设物流园区可以促进物流园区功能的实现。为了使结果在物流园区内部布局过程中更加实用,考虑了最短路径。根据二叉树的思想,构建了染色体编码。已经提出了一种从染色体编码转移到网络的新方法。为了加速遗传算法的收敛,还增加了精英策略。最后,将该算法应用于宁波内陆港物流园区,以验证其可行性。

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