资源列表
pso-beibao
- 粒子群算法解决背包问题，程序完整并能正确运行-Particle swarm algorithm to solve knapsack problem
ANN
- 本程序为自组织特征映射神经网络，注释将为详细。本程序通常可作为一种样本特征检测器，在样本排序，样本分类以及样本检测中有广泛的用途。-This procedure is a self-organizing feature map neural network, and usually can be used as a sample characteristics detector, the sample ordering, sample classification and sample dete
PSO_immu
- 本程序为基于免疫的粒子群优化算法经典程序，本程序注释非常详细。是在免疫算法的基础上采用粒子群优化对抗体群体进行更新，解决了免疫算法收敛慢的缺点。-This procedure based on immune particle swarm optimization algorithm is a classic program. Is on the basis of immune algorithm USES the particle swarm optimization to update of
PSO_nature
- 本程序为基于自然选择的粒子群优化算法，注释较为详细。基于自然选择的粒子群优化算法是借鉴自然选择的机理，根据粒子的适应度进行排序，加快算法收敛的速度。-This procedure for the particle swarm optimization algorithm based on natural selection and detailed comments. The particle swarm optimization algorithm based on natural selec
PSO_lamda
- 本程序为基于模拟退火的粒子群算法，注释较为详细。基于模拟退火的算法在搜索的过程中具有突跳的能力，可以有效的避免搜索陷入局部最小解。-This procedure for the particle swarm algorithm based on simulated annealing, a detailed comments. Based on the simulated annealing algorithm in the process of search has the ability o
GA_TSP
- 本程序包含遗传算法主程序，用于解决GA在TSP中的应用问题。包含有cross exchang mutation fit等多个子程序。对于TSP问题可以直接拿来用，其他问题可以稍加修改或利用其中的GA程序。-This program includes the main program, the genetic algorithm (GA) is used to solve the problem of GA in the application of TSP. Contains a cross e
kelongxuanze
- 本程序为免疫算法在克隆选择中的应用，其中注释非常详细。包含主函数 初始化函数 解码函数 克隆函数 变异函数。-This procedure for the application of immune algorithm in the clonal selection, the comments are very detailed. Contains the main function to initialize the decoding function cloning function var
BPNN
- 前向型神经网络(BPNN) 1.首先使用随机函数对每一层间的连接权值矩阵和偏置向量进行随机初始化. 2.依次使用一个训练样本对网络进行训练，并按照上面的公式计算每个样本的Δti,t 1,...,T− 1 3.训练p个样本后(一次batch)，按照更新方程对W与b进行更新. 4.重复步骤2～3，直到误差小于设定的阈值或者达到设定的batch次数.-Forward neural network (BPNN) 1. First, using a random function
ID3
- ID3算法流程如下： 1.如果节点的所有类标号相同，停止分裂； 2.如果没有feature可供分裂，根据多数表决确定该节点的类标号，并停止分裂； 3.选择最佳分裂的feature，根据选择feature的值逐一进行分裂；递归地构造决策树。-ID3 algorithm process is as follows: 1. If the node is the same for all class label, stop dividing 2. If there is no featur
VGG-16
- 深度神经网络VGG-16模型的keras代码，用于图像识别-keras codes of deep neural network VGG-16 model, used of image classification
vacuum-cleaner(SG-YR)
- code of a simple vacuum cleaner for course of Artifical Intelligence in c++, vacuum searches 2 neighbouring rooms and cleans trashes
candy
- 图像处理，边沿检测算法 candy，做神经网络算法的朋友可以参考-candy border check algorithm