motion-blur-Image-Restoration

用变形核密度模型对数据的统计分布进行估计，常用于金融信用分析、财产保险精算等领域，是一个很有效、常用的非参数模型(Deformation of the nuclear density model of the statistical distribution of the data to estimate the financial credit analysis, property insurance and actuarial fields, is a very effective and commonly used non-parametric model)

this is image filter design

copulas参数估计方法的源代码。copulas为一种统计方法。(copulas parameter estimation method of the source code. copulas is a statistical method.)

说明：  用matlab实现神经网络算法用于锅炉故障检测，结果可实现(Using matlab neural network algorithm for boiler fault detection, the results can be achieved)

关于量子和量子群优化算法求解NP问题的论文，其中还包括一篇介绍详细的硕士论文，全中文，对于初学者很有帮助。(On the Quantum and Quantum Swarm Optimization for NP issues papers, including a detailed introduction of the master)

felllow 学生 ，无线充电论文，挺好的 ，两篇SCI论文(Felllow student, wireless charging paper, very good, two SCI papers)

matlab中最小二乘法拟合程序，很有用并且很简单的拟合程序(zxecf)

分形维中较为复杂的G-p算法的matlab源程序(Fractal dimension of the more complex algorithm matlab source Gp)

说明：  先进PID控制Matlab仿真(刘金琨编)第4版-仿真程序 全书分17章，包括基本的PID控制、PID控制器的整定、时滞系统PID控制、基于微分器的PID控制、基于观测器的PID控制、自抗扰控制器及其PID控制、PD鲁棒自适应控制、专家PID控制和模糊PD控制、神经网络PID控制、基于差分进化的PID控制、伺服系统PID控制、迭代学PID控制、挠性及奇异摄动系统的PD控制、机械PID控制，以及其他控制方法的设计。每种方法都给出了算法推导、实例分析和相应的MATLAB仿真设计程序。(Advanced PID Control matlab simulation (edited by Liu Jinqi) - 4th Edition - simulation program The book is divided into 17 chapters, including basic PID control, tuning of PID controller, PID control of time-delay system, PID control based on differentiator, PID control based on observer, ADRC and its PID control, PD robust adaptive control, expert PID control and fuzzy PD control, neural network PID control, PID control based on differential evolution, PID control of servo system and iterative PID control. The design of PD control, mechanical PID control and other control methods for flexible and singular perturbation systems. Each method gives the algorithm derivation, case analysis and corresponding MATLAB simulation design program.)

平面天线阵列方向图分析，对平面天线阵列给定了激励的幅度和相位，求解阵列因子方向图。假定元素各向同性(plane antenna array radiation pattern analysis。)