# Mathematical-Modeling

**Repository Path**: wuzeyang/Mathematical-Modeling

## Basic Information

- **Project Name**: Mathematical-Modeling
- **Description**: 数学建模算法学习
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2020-12-31
- **Last Updated**: 2024-06-30

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Mathematical-Modeling
数学建模算法学习。

## 主要参考资料

- [MATLAB在数学建模中的应用(红皮书)](https://baike.baidu.com/item/MATLAB%E5%9C%A8%E6%95%B0%E5%AD%A6%E5%BB%BA%E6%A8%A1%E4%B8%AD%E7%9A%84%E5%BA%94%E7%94%A8/10469801?fr=aladdin)
- [大学生数学建模竞赛指南(蓝皮书)](https://baike.baidu.com/item/%E5%A4%A7%E5%AD%A6%E7%94%9F%E6%95%B0%E5%AD%A6%E5%BB%BA%E6%A8%A1%E7%AB%9E%E8%B5%9B%E6%8C%87%E5%8D%97/17660813)

## 主要包含算法

|                   算法名                    |                   问题链接                   |
| :--------------------------------------: | :--------------------------------------: |
|                 **蚁群算法**                 | **[TSP问题](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/ant_colony_algorithm/asa_tsp.m) \|[公交车路线问题](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/ant_colony_algorithm/asa_bus_problem.m)** |
| [**遗传算法**](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/genetic/readme.txt) | [**多元函数最小值（遗传算法理论）**](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/genetic/ga_algorithm_theory/GA501.m)**\|[beatxbx工具箱使用](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/genetic/beatxbx_tools/beatbx_use.m)\|[MATLAB自带工具箱使用](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/genetic/gatools/ga_use.m)** |
| [**模拟退火**](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/simulated_annealing/readme.txt) | **[TSP问题](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/simulated_annealing/sa_tsp.m)\|[0-1背包问题](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/simulated_annealing/sa_01knapsack.m)\|[公交车路线问题](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/simulated_annealing/sa_bus_problem.m)** |
|                **人工神经网络**                | **[BP人工神经网络理论](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/neural_network/bp_theroy.m)\|[BP工具箱使用](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/neural_network/neural_network_tools_use.m)\|[RBF人工神经网络理论](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/neural_network/rbf_theory.m)\|[RBF工具箱](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E7%BA%A2%E7%9A%AE%E4%B9%A6%E5%AD%A6%E4%B9%A0/neural_network/rbf_network_tools_use.m)** |
|                **元胞自动机**                 | **[森林火灾3D](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E6%A8%A1%E5%9E%8B%E4%B8%8E%E7%AE%97%E6%B3%95%E9%9B%86%E5%90%88/CA_forest_fire_3D/forest_fier_modle2.m)\|[NS交通规则](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E6%A8%A1%E5%9E%8B%E4%B8%8E%E7%AE%97%E6%B3%95%E9%9B%86%E5%90%88/CA_NS/test.m)** |
|                 **聚类算法**                 | **[K-means](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E6%A8%A1%E5%9E%8B%E4%B8%8E%E7%AE%97%E6%B3%95%E9%9B%86%E5%90%88/cluster/kmeans/keamn_use.m)\|[系统聚类](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E6%A8%A1%E5%9E%8B%E4%B8%8E%E7%AE%97%E6%B3%95%E9%9B%86%E5%90%88/cluster/system_cluster/clusterdata_use_simple.m)** |
|                **预测类算法**                 | **[SVM(线性，非线性，LIBSVM工具箱)](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E6%A8%A1%E5%9E%8B%E4%B8%8E%E7%AE%97%E6%B3%95%E9%9B%86%E5%90%88/forecast/SVM/LIBSVM_USE.m)**\|**[灰色预测](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E6%A8%A1%E5%9E%8B%E4%B8%8E%E7%AE%97%E6%B3%95%E9%9B%86%E5%90%88/forecast/gray_forecast/gm_corr.m)\|[ Logistic回归分析](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E6%A8%A1%E5%9E%8B%E4%B8%8E%E7%AE%97%E6%B3%95%E9%9B%86%E5%90%88/forecast/Logistic/Logistic.m)** |
|                 **排队论**                  | **[M\|M\|1系统](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E6%A8%A1%E5%9E%8B%E4%B8%8E%E7%AE%97%E6%B3%95%E9%9B%86%E5%90%88/queuing_theory/M_M_1.m)\|[M\|M\|m(N)](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E6%A8%A1%E5%9E%8B%E4%B8%8E%E7%AE%97%E6%B3%95%E9%9B%86%E5%90%88/queuing_theory/MMSkteam.m)** |
|                 **确定权重**                 | **[AHP](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E6%A8%A1%E5%9E%8B%E4%B8%8E%E7%AE%97%E6%B3%95%E9%9B%86%E5%90%88/weights/AHP.m)\|[PCA](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/%E6%A8%A1%E5%9E%8B%E4%B8%8E%E7%AE%97%E6%B3%95%E9%9B%86%E5%90%88/weights/PCA.m)\|[熵权法](https://github.com/zzbb1199/Mathematical-Modeling/blob/master/模型与算法集合/weights/shang.m)** |

## 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](https://www.ravenxrz.ink/archives/a-experience-of-failure-in-mathematical-modeling.html)，希望能够帮助到后来的建模学弟学妹吧。