资源列表
fa_ndim
- 萤火虫算法源代码，带入数据可以直接使用，优化不同模型，极值寻优。-The firefly algorithm source code, to the data can be used directly, different optimization model, the extremal optimization.
Cuckoo-Optimization-Algorithm
- 布谷鸟极值优化法，可以优化各种模型参数和函数参数，提升精度-Cuckoo extremal optimization method, all sorts of model parameters and function parameters can be optimized, improve precision.
cs-bp
- 用布谷鸟优化法对BP神经网络的权值和阈值进行优化，提高神经网络运行精度。-Cuckoo optimization method of BP neural network weights and threshold optimization, improve precision of the neural network operation.
PSO-BP
- 用粒子群优化法对BP神经网络的权值和阈值进行优化，提高神经网络运行精度。-Using particle swarm optimization method for weights and threshold of BP neural network optimization, improve precision of the neural network operation.
FA-BP
- 萤火虫算法适用于各个方面的极值寻优，优化模型参数，提升模型精度。-Firefly algorithm is suitable for the optimization extreme of the various aspects of optimizing the model parameters, improve the model accuracy.
COINS
- 12硬币问题，能够输入硬币数和称重次数，有简要注释-12 coin problem, can enter the number of coins and weighing, a brief comment
AStar_
- 人工智能的经典的传教士与野人问题，能输入M、K值，有详细注释-Artificial intelligence of the classic missionaries and savage problem, can enter the K, M value, a detailed notes
3333332
- 模式识别中的相关算法的matlab实现，其中包括感知机、最小二乘法以及支持向量机-pattern recognition
NaiveBayes
- python实现的朴素贝叶斯分类器，以及垃圾邮件分类的一个应用，包括处理的数据- python implement Naive Bayes classifier, and an application spam classifications, including data processing
BP
- 采用BP神经网络对已知函数拟合，在要求的精度范围内，能快速达到跟踪效果。-BP neural network on a known function fitting, within the accuracy requirements, to quickly reach tracking.
RBF
- 采用RBF神经网络算法对机器人手臂进行控制，达到很好的控制效果，精确度也相对较高。-RBF neural network algorithm for controlling the robot arm, to achieve a good result, the accuracy is relatively high.
PD
- 采用独立PD算法对机器人手臂进行控制，达到控制效果，但不是很精确。-PD algorithm independent control of the robot arm, to control the effect, but not very accurate.