资源列表
人工智能简史-尼克 著
- 人工智能简史是一本经典的好书，编写人工智能的程序时别忘了了解一点简史对编程有好处！(Brief History of Artificial Intelligence is a classic good book. When writing programs of Artificial Intelligence, don't forget to know a little history is good for programming.)
R语言数据分析及绘图代码
- 关联是两个或多个变量取值之间存在的一类重要的可被发现的某种规律性。关联分析目的是寻找给定数据记录集中数据项之间隐藏的关联关系，描述数据之间的密切度。(Association is a kind of important discoverable regularity between the values of two or more variables. The purpose of association analysis is to find hidden relationships amo
多目标粒子群算法
- 利用粒子群算法求解函数的极值，用于多目标模型优化(Solving the extreme value of a function using particle swarm optimization algorithm for multi-objective model optimization)
三重迁移学习代码和数据
- 三重迁移学习代码以及数据，用于发现文本分类~~(Triple migration learning code and data for discovering shared and unique concepts in text categorization~~)
带交叉算子的量子粒子群优化算法
- 带交叉算子的量子粒子群优化算法~~~~~~~~~~(Quantum Particle Swarm Optimization with Crossover Operator)
QACO
- 量子蚁群优化算法，用于求解复杂优化问题~(Quantum ant colony optimization algorithm for solving complex optimization problems~)
适用量子粒子群算法
- 适用量子粒子群算法获得所需的最优值，可以依概率收敛到全局最优，能有效求解复杂优化问题(Quantum Particle Swarm Optimization (QPSO) can be applied to obtain the desired optimal value, which can converge to the global optimum according to probability, and can effectively solve complex optimizatio
量子行为的粒子群算法-SVM
- 改进量子粒子群算法，用于优化支持向量机参数，用IRIS数据验证(An improved quantum particle swarm optimization (QPSO) algorithm is used to optimize the parameters of support vector machine (SVM), which is validated by IRIS data.)
动态蜂群算法源程序
- 动态蜂群算法源程序，实现复杂优化的求解~~~(Dynamic swarm algorithm source program to achieve complex optimization solution ~~~)
模拟退火算法
- MATLAB模拟退火算法，包含两个程序，一个是优化一元函数的，一个是优化多元函数的(MATLAB simulated annealing algorithm, including two programs, one is to optimize the unary function, one is to optimize the multivariate function)
Lipschitz指数和模极大值
- 本程序主要用于求解信号小波变换后，信号奇异点处的李氏指数和模极大值，对信号的断点进行定量的描述，可用于信号故障诊断。(This program is mainly used to solve the Lie index and the modulus maxima at the signal singular point after signal wavelet transform, and quantitatively describe the breakpoint of the signal
FDDL
- 基于Fisher字典学习的稀疏表示分类算法。(Sparse representation classification algorithm based on Fisher dictionary learning.)