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Statistical learning theory is based on a more solid theoretical basis, in order...
统计学习理论是建立在一套较坚实的理论基础之上的，为解决有限样本学习问题提供了
一个统一的框架。它能将很多现有方法纳入其中，有望帮助解决许多原来难以解决的问题（比
如神经网络结构及参数选择问题）；同时。在这一理论基础上发展了一种新的通用学习方法：
支持向量机（Support Vector Machine，SVM）。它己表现出很多优秀的性能，并已经成为当
今机器学习领域的研究热点。-Statistical learning theory is based on a more solid theoretical basis, in order to solve the learning problems of limited samples provides a unified framework. It will be incorporated into many existing methods, which could help solve many of the original difficult to resolve problems (such as neural network structure and parameters selection) the same time. Developed on the basis of this theory, a new universal learning methods: support vector machine (Support Vector Machine, SVM). It has been shown a lot of excellent performance and has become the hotspot of machine learning research in the field.
- 2022-03-02 21:50:04下载
- 积分：1
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用BP神经网络逼近函数Z=SIN(X*Y),采用C++编程.
用BP神经网络逼近函数Z=SIN(X*Y),采用C++编程.-Using BP neural network to approach the function Z = SIN (X* Y), using C++ programming.
- 2022-01-27 15:28:31下载
- 积分：1
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6. "Non
6。《非数值并行算法――遗传算法》，刘勇等着 科学出版社 1995年第一版
本书系统地叙述了非数值并行算法之一的模拟退火算法的基本原理以及最新进展，同时为了便于读者解决实际问题，书中对具体算法的步骤作了详细介绍。本书共分七章，第一章介绍算法的思想、特点。发展过程和前景。第二章介绍算法的基本理论。第三章讨论算法解连续优化问题。第四章利用算法设计和优化神经网络。第五章介绍在组合优化中的应用。第六章介绍应用遗传程序设计解决程序设计自动化问题。第七章对遗传算法和其它适应性算法进行比较。
本书可供高校有关专业的师生、科研人员、工程技术人员阅读参考。-6. "Non- numerical parallel algorithms-- Genetic Algorithm" Liu Yong waiting 520-531 1995 version of the first book to systematically describe the non- numerical parallel algorithms one count of simulated annealing Law and the basic tenets of the latest progress, in order to help readers solve practical problems, book of the specific algorithm steps in detail. The book is divided into seven chapters, the first chapter describes the idea algorithm, characteristics. The development process and prospects. The second chapter describes the basic algorithm theory. The third chapter discusses Algorithm for continuous optimization problems. Chapter IV using the algorithm design and optimization of neural netw
- 2022-01-26 05:11:28下载
- 积分：1
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利用粒子群优化算法训练神经网络的源代码。
利用pso算法训练人工神经网络的源代码。-PSO algorithm for the use of training artificial neural network source code.
- 2022-01-25 17:51:02下载
- 积分：1
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K-均值聚类算法的编程实现。包括逐点聚类和批处理聚类。K－均值聚类的的时间复杂度是n*k*m，其中n为样本数，k为类别数，m为样本维数。这个时间复杂度是相当客观的。因为如果用每秒10亿次的计算机对50个样本采用穷举法分两类，寻找最优，列举一遍约66.7天，分成3类，则要约3500万年。针对算法局部最优的缺点，本人正在编制模拟退火程序进行改进。希望及早奉给大家，倾听高手教诲。-K-means clustering algorithm programming. Point by point, including clustering and clustering batch. K-means clustering of the time complexity of n* k* m, n samples, several types of k, m sample dimension. The time complexity is a very objective. Because if we use one billion times per second the computer using 50 samples of two exhaustive method to find the optimal set out again about 66.7 days, divided into three categories, offering 3,500 years. Local optimal algorithm against the shortcomings, I was prepared simulated annealing process improvements. Early Feng hope for everyone, listen to the master teachings.
- 2022-01-28 00:58:44下载
- 积分：1
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Eigenface和Fisherface表现在姿势
Eigenface and Fisherface Performance Across Pose
- 2022-03-11 07:13:08下载
- 积分：1
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开始：我已经编写了神经网络的程序，还没有…
新手上路：
自己编写的BP神经网络程序，还不是成熟，希望能够加入社区和高手们学习学习-Getting Started: I have written procedures for the BP neural network, is not yet mature, I hope you can join the community and learning to learn
- 2022-08-09 08:54:35下载
- 积分：1
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一个用来测试神经网络的程序。在matlab中直接打开即可。
一个用来测试神经网络的程序。在matlab中直接打开即可。-a neural network used to test procedures. In Matlab can be opened directly.
- 2022-05-31 06:23:21下载
- 积分：1
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神经网络线性模型神经元实现的C++语言源代码！
神经网络中神经元线性模型的C语言实现源程序！-Neural network linear model neurons realize the C language source code!
- 2022-02-02 19:35:56下载
- 积分：1
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这是一个用matlab编制DE算法的源代码，希望大家喜欢！
这是一个用matlab编制的DE算法的源程序，希望大家喜欢！-This is a preparation using the Matlab DE algorithm source, hope you like them!
- 2022-09-06 23:50:03下载
- 积分：1
