资源列表
BSA
- BSA-鸟群算法2015提出的仿生群智能优化算法，包括源码和论文。-BSA- bird swarm algorithm 2015 proposed bionic swarm intelligence optimization algorithm, including source code and papers.
beibao
- 解决零一背包问题，做出来一个界面，在界面输入参数，得到结果-Zero solve a knapsack problem, made out of an interface, the interface input parameters to obtain the results
WURENJI
- 无人机路径避让规划过程实现无人机的实际模拟-Uav path implementation uavs simulation collision avoidance planning process
K-means-IRIS
- 用平均值取代表点的方法和K近邻法对Iris花进行分类-With the average of the representative point method and K-nearest neighbor to classify Iris flower
SVM
- 使用最小距离法对0-9个数字进行判别，包括特征提取等，用支持向量机-Use minimum distance of 0-9 numbers to discriminate, including feature extraction, support vector machine
roulette
- 轮盘赌选择又称比例选择算子。个体被选中的概率与其适应度函数值成正比。遗传算法选择算子。-Roulette is also called the proportional selection operator.The probability of the individual is selected is proportional to its fitness function value.The genetic algorithm selection operator.
notes-machine-learning
- PRML学习笔记，包括机器学习的基础理论只是，提供曲线拟合的Python 代码-notes for prml
body-control
- 主要是实现贪吃蛇的蛇身逐步运动，采用结构数组和结构指针，再用easyx图形库进行绘图。-to achieve the progressive movement, using an array of structures and structure pointer, then using easyx graphics library for drawing.
handwriting_python
- 本程序使用python，用于进行手写字符的识别。-This project aims at solving the problem of handwriting digits recognition.
Autoencoder-Code
- 稀疏编码的概念来自于神经生物学。生物学家提出，哺乳类动物在长期的进化中，生成了能够快速，准确，低代价地表示自然图像的视觉神经方面的能力。我们直观地可以想象，我们的眼睛每看到的一副画面都是上亿像素的，而每一副图像我们都只用很少的代价重建与存储。我们把它叫做稀疏编码，即Sparse Coding.本文提供稀疏编码的一个实例-Sparse Coding.
EDA
- Estimation of Distribution Algorithm, 简称EDA,提出了一种全新的进化模式-Estimation of Distribution Algorithm
Q-PSO
- 本人所写的基于量子行为优化的粒子群算法，很好的解决了粒子群算法易于陷入局部最优解的缺点-I wrote particle swarm optimization based on quantum-behaved, a good solution to the shortcomings of particle swarm algorithm is easy to fall into local optima