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ravenxrz / Mathematical-Modeling

Licence: Apache-2.0 license
数学建模算法学习

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Mathematical-Modeling

数学建模算法学习。

主要参考资料

主要包含算法

算法名 问题链接
蚁群算法 TSP问题 |公交车路线问题
遗传算法 多元函数最小值(遗传算法理论)|beatxbx工具箱使用|MATLAB自带工具箱使用
模拟退火 TSP问题|0-1背包问题|公交车路线问题
人工神经网络 BP人工神经网络理论|BP工具箱使用|RBF人工神经网络理论|RBF工具箱
元胞自动机 森林火灾3D|NS交通规则
聚类算法 K-means|系统聚类
预测类算法 SVM(线性,非线性,LIBSVM工具箱)|灰色预测| Logistic回归分析
排队论 M|M|1系统|M|M|m(N)
确定权重 AHP|PCA|熵权法

工具箱推荐

  • 遗传算法-beatxbx工具箱,求解速度很快,并行计算
  • LIBSVM-比MATLAB自带工具箱好用得多
  • yamlip,特别推荐,统一优化求解工具箱

Ok,that's all,hope you have a good day!

写了一份建模心得,希望能够帮助到后来的建模学弟学妹吧。

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