ThirdExperiment

多目标优化排序选择法主程序，算法的多目标程序(Multi objective optimization sorting selection method, the main program, the algorithm of multi-objective program)

用于进行电力系统谐波检测的例子。非常实用。(Used for power system harmonics detection example. Very useful.)

说明：  Fortran95 彭国伦的源代码 Fortran95 彭国伦的源代码

说明：  本程序实现的是基于LCMV准则、MMSE、MSNR的自适应波束形成算法(Adaptive beamforming algorithm based on LCMV criterion,MMSE and MSNR)

图书借阅管理系统 已知技术参数和设计要求： 主要分为两大功能： 图书管理(增加图书、查询图书、删除图书、图书借阅、还书)； 会员管理(增加会员、查询会员、删除会员、借书信息)； 要求完成的主要任务: 设计一个图书借阅管理程序，实现图书管理和会员管理(Book Lending Management System known technical parameters and design requirements: mainly divided into two main functions: library management (an increase of books, inquiries, books, delete books, borrow books, books) Member Management (increased membership inquiries, membership, delete members, library information) required to complete the main task: to design a book loan management procedures, to achieve management and members of management books. Library management include increasing books, inquiries books, delete books, books to borrow and return books, membership management, including increased membership inquiries, membership, delete members, as well as library information.)

包括均匀线阵方向图、波束宽度与波达方向及阵元数的关系、当阵元间距时，会出现栅瓣，导致空间模糊、类似于时域滤波，天线方向图是最优权的傅立叶变换、最大信噪比准则方向图和功率谱、线性约束最小方差(LCMV)准则、Capon beamforming的MATLAB仿真图(Including the relationship between uniform linear array pattern, beam width and direction of arrival and number of elements, when element spacing, grating lobes will appear, resulting in spatial ambiguity, similar to time-domain filtering, antenna pattern is the optimal weight of Fourier transform, maximum signal-to-noise ratio criterion pattern and power spectrum, Linear Constrained Minimum Variance (LCMV) criterion, Capon Beam Forming MATLAB simulation diagram.)

说明：  C语言程序设计，非常实用，入门级的编程资料(C language programming, very practical, entry-level programming materials)

说明：  随机森林算法与 Bagging 算法类似，均是基于 Bootstrap 方法重采样，产生多个训练集。不同的是，随机森林算法在构建决策树的时候，采用了随机选取分裂属性集的方法 本程序中，将乳腺肿瘤病灶组织的细胞核显微图像的 10 个量化特征作为模型的输入，良性乳腺肿瘤和恶性乳腺肿瘤作为模型的输出。用训练集数据进行随机森林分类器的创建，然后对测试集数据进行仿真测试，最后对测试结果进行分析。(Similar to bagging algorithm, random forest algorithm is based on bootstrap resampling to generate multiple training sets. The difference is that the random forest algorithm uses the method of randomly selecting the split attribute set when constructing the decision tree In this program, 10 quantitative features of nuclear microscopic image of breast tumor tissue are taken as the input of the model, and the benign and malignant breast tumor are taken as the output of the model. The training set data is used to create the random forest classifier, then the test set data is simulated and the test results are analyzed.)

说明：  计算传热学的近代进展，书籍附录的源码。包括非结构网格生成和求解。(Fortran code for the book of Tao。)

说明：  ML球解码算法，用于无线MIMO系统的信号检测，是最优解码方法(ML ball decoding algorithm for wireless MIMO system signal detection, is the optimal decoding method)