2links-Robo.rar - In this paper, an orthogonal functions neural network is used to
achieve the control of nonlinear systems. The adaptive controller is constructed
by using Chebyshev orthogonal polynomials neural network, which has advantages
such as simple structure and fast convergence speed. The adaptive learning
law of orthogonal neural network is derived to guarantee that the adaptive
weight errors and tracking errors are bound by using Lyapunov stability theory.
Simulation results are given for a two-link robot in the end of the paper, and the
control scheme is validated.
Orthogonal-Teaching-Learning-Based-Optimization.z - - document for orthogonal TLBO.
teaching learning based optimization.
we have attempted to use it with kmeans in hadoop.
MVO.rar - multi versus algorithm
plotcircle.rar - To calculate the coordinates needed to draw a circle given the details of the
circle, for use by the plot function
LHS.zip - 拉丁超立方抽样，调用方式如下：S=lhs(m,dist,mu,sigma,lowb,upb)
m: a scalar,the number of sample points
dist: A row with distribution type flags of basic random variables the
value of the flag can be 1 (for uniform distribution, 2(for normal distribution), 3(for lognormal)
and 4(for extreme type 1).
mu: A row vector comprising the mean value of basic random variables.
sigma: A row vector with its length equaligng to mu,including the standard
deviation of basic random variables.
lowb: a row vector with its elements are the lower bound of the sampling
interval
upb:a row vector with its elements are the upper bounds of the sampling
interval
dist,mu,sigma,lowb,upb must have the same length.
Output argument
S: sampling point matrix, of which each row is a sampling point.
Latin-Hypercube-Sampling.rar - 此源码会产生一个平方空间上随机的领域。样品创建拉丁超立方抽样和空间相关性是基于Cholesky分解算法
cauchy.zip - 关于柯西分布的matlab工具包，包括概率分布函数，反函数等
cuckoo_search.zip - cuckoo search an evolutionary algorithm in optimization technique
chaotic_maps.zip - Chaotic maps. Matlab simulation.
DistridutionFunction.rar - 常见概率分布的随机数生成程序，包括均晕分布、高斯分布、对数正态分布、K分布、t分布、韦布尔分布。
restricted_boltzmann_machine_matlab.rar - 3-layer restricted boltzmann machine matlab
MFO.rar - Moth-flame Optimization (MFO) Algorithm is a novel meta-heuristic algorithm for solving optimization problems
Logistic_chaos.rar - 混沌加密 映射
实现
Monkey.rar - 猴群算法 ，不知道怎么转换成matlab下的，所以如果大家谁知道的话，可以告诉我一下
猴群算法.rar - 上传代码为猴群算法的基础源代码，分了主函数和爬过程、望过程、和空翻过程。
WOA.rar - 新型人工智能优化算法，对于学习鲸鱼算法有很大帮助
改进3.zip - 改进WOA算法，可以解决大规模性的路径优化问题
GOA.rar - it s a matlab GUI code for Monte Carlo simulation of scattering on rough surface.
cs.rar - 桥大学的YANG 和拉曼工程大学的 DEB
模拟布谷鸟的寻窝产卵行为, 提出一种新的智能优化算法
—— 布谷鸟搜索算法( Cuckoo Search)
[9]。这种算法主要
基于布谷鸟的巢寄生繁殖机理和莱维飞行( L†
vy flights)
搜索原理两个方面, 目前, 利用布谷鸟搜索算法( CS)求解
优化问题的研究还处于起步阶段。
莱特飞行的CS算法.zip - 莱维飞行路径，布谷鸟多目标算法的matlab代码