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目录
1.引言....................................................................................................................................................................5
1.1 研究背景与意义 ...........................................................................................................................5
1.2 文献综述 .........................................................................................................................................5
1.3 研究内容与创新点.......................................................................................................................6
2.海南省物流现状分析 ...................................................................................................................................6
2.1 海南省地理环境概述 ..................................................................................................................6
2.2 海南省物流需求与供应分析......................................................................................................7
3.案例分析:海南省物流中心选址实证研究 ..........................................................................................8
3.1 数据来源与处理 ............................................................................................................................8
3.2 模型参数设定与求解 ...................................................................................................................9
3.3 结果分析与讨论 ............................................................................................................................9
4.结论与建议 ...................................................................................................................................................11
4.1 研究结论.......................................................................................................................................11
4.2 研究不足与展望.........................................................................................................................11
5.参考文献 ........................................................................................................................................................11
6.致谢 .................................................................................................................................................................11
基于免疫优化算法的海南省物流中心选址研究
摘 要:在全球化和区域经济一体化的大背景下,物流系统的高效运作已成为提升地区
竞争力的关键因素。特别是对于地处中国南端、拥有独特地理优势与自贸港政策的海南省而
言,优化物流网络布局,尤其是物流中心的选址问题,显得尤为迫切。本研究聚焦于海南省
物流中心选址的决策支持,旨在解决如何科学地确定物流中心的位置以适应市场需求并提升
整体物流效率的问题。为应对这一挑战,本文引入了免疫优化算法,结合地理信息系统
(GIS)技术,确定了若干个潜在的物流中心选址点。
关键词:物流中心;免疫优化算法;选址问题
Research on the location of logistics center in Hainan Province based on immune
optimization algorithm
Abstract : In the context of globalization and regional economic integration, the efficient
operation of logistics systems has become a key factor in enhancing regional competitiveness.
Especially for Hainan Province, which is located at the southern tip of China and has unique
geographical advantages and free trade port policies, it is particularly urgent to optimize the layout
of the logistics network, especially the location of the logistics center. This study focuses on the
decision support for the location of logistics centers in Hainan Province, aiming to solve the problem
of how to scientifically determine the location of logistics centers to meet market demand and
improve overall logistics efficiency. In order to solve this challenge, this paper introduces an
immune optimization algorithm combined with geographic information system (GIS) technology to
identify several potential logistics center locations.
Key words: logistics center, immune optimization algorithm, site selection problem
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