mflood

通过神经网络，蚁群算法，遗传算法等智能优化方法解决TSP问题(Through neural networks, ant colony algorithm, genetic algorithm, such as intelligent optimization methods to solve TSP problems)

在ASP。net下的域名以及ip之间的双向解析-In the ASP. net domain names and ip under the two-way analysis

基于小波包特征向量与神经网络的滚动轴承故障诊断。：基于故障轴承的特征提取，提出了将小波包分析与神经网络结合的滚动轴承故障诊断方法。对滚动轴承信号进行3层小波包分解，构造小波包特征向量作为故障样本，用训练好的BP神经网络进行故障诊断，试验结果表明，该方法能够有效地诊断出滚动轴承的故障类型。(Fault Diagnosis of Rolling Bearings Based on W avelet Packet Energy Eigenvector and Neural Network)

含有大型无人机群网络编程代码和仿真软件教程(Course on Network Programming Code and Simulation Software for Large UAV Cluster)

深度学习框架，适合人工智能学习以及刚入门的知识普及(Deep Learning Framework)

本文分析了粒子群优化算法的原理，研究了粒子在搜索空间飞行的轨迹，分析了使粒子群收敛的参数设置，并根据算法的特点总结了应用粒子群优化算法的步骤，给出算法中的经验参数设置.并且对每一次改进的利弊都作出了分析与对比，为再一次改进作好准备。经过多次的算法改进与实验测试，再跟据实验数据的比较，验证了本算法改进的可行性，同时应用PSO算法解决TSP问题是一种崭新的尝试.(Design and Simulation of Particle Swarm Optimization)

WinSocket网络编程-Winsocket Network Programming

程序是实现基于粒子群算法的多目标寻优的功能，编译环境是matlab(this program is be deigned to solve the problem of searchig for the best positio in PSO,and the tool is matlab)

该算法，解决了不收敛的问题，聚类效果非常好（效果图如附件图片所示）。改进的蚁群算法是基于遗传算法的改进，在基本遗传算法的基础之上，加入了变异因子，产生变异，从而更快的收敛。(Basic ant clustering algorithm and its improved algorithm)

I implemented a distributed approach to save energy for Ethernet switches in data centers under ns-2. Its source codes are here. In this release, both the C++ codes for the implementation and the TCL scripts for doing experiments under ns-2 are included. Below explains how to install and use this software. ------------------------------------------------------------------ To install, please follow the steps below. ------------------------------------------------------------------ Under the ns-2.35 directory: 1. tar vxf tcql.tar 2. Modify Makefile by doing the follows. for the variable OBJ_CC, add tools/crc.o and classifier/utiltimer.o 3. touch tcl/lib/ns-lib.tcl 4. make