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zhuo木鸟 / 2021 MathorCup B题 Au20 预测-寻优问题

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2021 MathorCup B题 Au20 预测-寻优问题

介绍

包含 2021 MathorCup 的 Au20 能量预测问题,和最优结构求解问题的代码。

其中预测问题的文档:https://blog.csdn.net/weixin_42141390/article/details/115729199 优化问题的文档:https://blog.csdn.net/weixin_42141390/article/details/115834639

注意

本文没有写 BA45 和 AU25 的部分。这里只写了 AU20 的能量模型的建立,以及最优结构的搜索。

另外,文档写得非常的思路不清晰,还请大家见谅呀。

代码

由于这是本人第一次比较有序地写作,所以一些代码组织上没有之后几次清晰。所以,大家要尽量看注释的内容。

代码运行参考顺序:

  1. read_data.py:可以不运行,就是画图用的
  2. data_preprocess.py
  3. machine_leanring_method.py:机器学习模型
  4. deep_learning_method.py:多层感知器
  5. conv_network.py:卷积神经网络
  6. optimization_algorithm.py:遗传算法筛选最优结构
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简介

包含 2021 MathorCup 的 Au20 能量预测问题,和最优结构求解问题的代码。 其中预测问题的文档:https://blog.csdn.net/weixin_42141390/article/details/115729199 优化问题的文档:https://blog.csdn.net/weixin_42141390/article/details/115834639 展开 收起
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