▍1. GA-matlab
使用遗传算法解决经典流水线调度问题,求解出最有序列并画出相应的时序图。(The classic pipeline scheduling genetic algorithm to solve the problem, hope to be useful.)
使用遗传算法解决经典流水线调度问题,求解出最有序列并画出相应的时序图。(The classic pipeline scheduling genetic algorithm to solve the problem, hope to be useful.)
bp重构算法程序,压缩感知重构算法,包含测试程序(BP reconstruction algorithm program, compressive sensing reconstruction algorithm, including test program)
粒子群算法与回升状态网络相结合来优化最终值。(The particle swarm algorithm rebounded state network combined to optimize the final value.)
差分进化算法与杂草优化算法的结合,利用简单的测试函数,验证算法的有效性(Differential evolution algorithm and the weeds optimization algorithm combined,which use simple test function to verify the effectiveness of the algorithm )
通过应用差分进化算法求解一个例子,简单的展示了差分进化算法的使用。(Through the application of differential evolution algorithm for solving an example shows the simple use of the differential evolution algorithm.)
细菌群体趋药性算法同时使用单个细菌在引诱剂环境下的应激反应动作和细菌群体间的位置信息交互来进行函数优化.(Bacterial colony chemotaxis algorithm using both information exchange position of the individual bacterial stress response action and the bacterial population in the environment between attractant for function optimization.)
说明: 一个基于遗传算法优化bpnn的分类应用,是个例子。(A classification application based on genetic algorithm to optimize BPNN is an example.)
说明: 基于遗传算法来优化BPNN,提升其预测的精度。(The prediction accuracy is improved based on BPNN.)
malab图论工具包 聚类系数 度 度分布 网络直径 小世界网络构造(malab clustering coefficient graph theory Kit degree degree distribution network diameter small world network structure)
说明: 粒子群算法 寻优算法非线性函数 极值 寻优(Particle Swarm Optimization Algorithm for the optimization of nonlinear function extremum)
说明: 使用matlab2019a深度学习工具箱实现的CNN卷积神经网络分类例程,数据是随机生成的一维随机数(Using the CNN convolution neural network classification routine realized by MATLAB 2019a deep learning toolbox, the data is one-dimensional random number generated randomly)
说明: 人工蜂群算法,带测试函数,可编译,好用。(Artificial bee colony algorithm, with test function, can compile, easy to use.)
用卷积神经网络实现字母图像的识别,里面包含数据集,可直接使用(Achieve recognition letters image convolution neural network, which includes data collection, can be used directly)
遗传算法求解VRP问题的源代码,经测试可用(Genetic Algorithm for VRP source code, have been tested)
遗传算法求解VRP问题的源代码,经测试可用(Genetic Algorithm for VRP source code, have been tested)
说明: 基于MATLAB神经网络编程实验 1.了解神经网络的基本概念和原理; 2. 掌握用MATLAB实现神经网络的思路和方法; 3. 了解神经网络工具箱函数的功能。(MATLAB basic programming experiment 4)
说明: ACO optimization of svm parameters
说明: RBF神经网络预测程序,基于matlab平台搭建,在多个科研和工作方向使,供大家学习参考。(RBF neural network prediction program, based on MATLAB platform, in a number of scientific research and work direction, for everyone to learn reference.)
说明: 支持向量机回归和分类的一些练习案例,帮助理解SVM算法(Support vector machine)