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DATE-SHEET
This is an important document related to latest Date Sheet of Exams
- 2014-12-14 02:42:59下载
- 积分：1
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adaptive-genetic-algorithm
自适应GA SVM 参数选择算法研究Param eter selection algorithm for support vector machines based
on adaptive genetic algorithm
支持向量机是一种非常有前景的学习机器, 它的回归算法已经成功地用于解决非线性函数的逼近问题. 但
是, SVM 参数的选择大多数是凭经验选取, 这种方法依赖于使用者的水平, 这样不仅不能获得最佳的函数逼近效果,
而且采用人工的方法选择 SVM 参数比较浪费时间, 这在很大程度上限制了它的应用. 为了能够自动地获得最佳的
SVM 参数, 提出了基于自适应遗传算法的 SVM 参数选取方法. 该方法根据适应度值自动调整交叉概率和变异概率,
减少了遗传算法的收敛时间并且提高了遗传算法的精度, 从而确保了 SVM 参数选择的准确性. 将该方法应用于船用
锅炉汽包水位系统建模, 仿真结果表明由该方法所得的 SVM 具有较简单的结构和较好的泛化能力, 仿真精度高, 具
有一定的理论推广意义.( The support vector m achine ( SVM ) is a prom ising artificia l inte lligence technique, in w hich the regres
sion a lgorithm has a lready been used to so lve the nonlinear function approach successfully. Un fortunate ly, m ost us
ers se lect param eters for an SVM by ru le o f thumb, so they frequently fail to generate the optim al approach ing e ffect
for the function. Th is has restricted effective use o f SVM to a great degree. In order to get optim a l param eters auto
m atically, a new approach based on an adaptive genetic a lgorithm ( AGA ) is presented, w hich autom atica lly ad
justs the param eters for SVM. This m ethod se lects crossover probability and mutation probab ility accord ing to the
fitness va lues of the object function, therefo re reduces the convergence tim e and im proves the prec ision o fGA, in
suring the accuracy of param eter se lection. Th is m ethod w as applied to m odeling of w ater level system o f a sh ip
b)
- 2011-11-09 18:29:11下载
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x3
communication papers about mimo
- 2014-01-30 13:42:56下载
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Advanced-ASIC-Chip-Synthesis
This book guide about ASIC synthesis
- 2013-05-03 16:00:05下载
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5100309800_3
《电气设备综合实验》第三部分（雷击模拟）实验报告(" Electrical equipment comprehensive experimental" third part (lightning simulation) test report)
- 2021-04-02 16:09:06下载
- 积分：1
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WLANthesis
communication document
- 2010-03-10 15:06:36下载
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80216_xieyijiedu
详细介绍了802.16的协议，这部分是MAC层，其余正在下载中(details of the 802.16 of the Agreement, which is part of the MAC layer, and the rest were Download)
- 2006-08-03 07:47:57下载
- 积分：1
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MATLAB-Communication-Simulation
Matlab通信系统仿真及实例详解，讲解了通信系统原理，Matlab仿真(Matlab Communication System Simulation and example explanation to explain the principles of communication systems, Matlab simulation)
- 2012-04-26 21:57:05下载
- 积分：1
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282
利用软件对滚动轴承使役过程进行了动态有限元计算输入变量抽样空间的位置进行一系列确定性拟合试验(Using software to process the location of Rolling causative dynamic finite element input variable sampling space to fit a series of deterministic test)
- 2014-06-28 09:57:01下载
- 积分：1
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Building.iPhone.Applications
创建新iphone项目的具体教学方法,提供详细的开发步骤,供初学者使用,非常详细(Create a new iphone project specific teaching methods, provide a detailed development steps for beginners to use, very detailed.)
- 2013-02-03 12:17:07下载
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