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HuangCongQing / Algorithms_mathmodels

Licence: mit
【国赛】【美赛】数学建模相关算法 MATLAB实现(2018年初整理)

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Algorithms_MathModels

数学建模相关算法 MATLAB实现

Fork或借鉴请注明出处 @ChungKing . Thx

学习资料和资源见链接:https://github.com/HuangCongQing/Algorithms_MathModels/issues/2#issuecomment-565820094

  • 国赛论文资料
  • 美赛资料:
  • 数模学习视频

相关链接:dick20/MCM-ICM 2004-2020美赛O奖论文


本项目为数学建模竞赛中所学习使用的相关算法的MATLAB实现。部分参考于NarcissusHliangZhao 。Thanks。 具体内容包括:

  • 《MATLAB 神经网络30个案例分析》

  • 《基于MATLAB的高等数学问题求解》

  • 模拟退火算法-最优路径

  • 层次分析法(AHP)

  • 元胞自动机(Cellular Automata)

  • 模糊数学模型(Fuzzy Mathematical Model

  • 目标规划(Goal Programming)

  • 图论(Graph Theory)

  • 灰色系统建模(Grey System)

  • 启发式算法(Heuristic Algorithm)

  • 免疫算法(Immune Algorithm)

  • 整数规划(Integer Programming)

  • 《MATLAB智能算法案例》(Intelligence Algorithm)

  • 插值(Interpolation)

  • 线性规划(Linear Programming)

  • 多元分析(Multivarite Analysis)

  • 神经网络(Neural Network)

  • 非线性规划(Non Linear Programming)

  • 常微分方程(Oridinary Differential Equation)

  • 偏微分方程(Partial Differential Equation)

  • 偏最小二乘法(Partial Least Squares)

  • 《模式识别与机器学习》(Pattern Recognition and Machine Learning)

  • 回归分析(Regression Analysis)

  • 时间序列模型(Time Series)

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