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Proposed based on minimizing the estimated generalization error bound of the non
提出了基于最小化估计的泛化误差界非优化估计方法。目前大多数的核参数选择方法都是通过极小化了来得到最优参数值，但是求解优化问题的计算代价相当的大，并且不能很好地体现数据的分布特征。本文采用非优化技术，通过极小化泛化误差来优化核及相关参数，由于直接计算最小半径和最大间隔，避免了对优化问题的直接求解，因此可以很好地降低计算代价。并且该方法直接从样本出发，可以很好地体现数据的分布特征，不管数据分布是否均匀都可以适用。给出了基于凸包估计的SVM核选择的模型及实现算法。
-Proposed based on minimizing the estimated generalization error bound of the non-optimal estimation method. Most of the nuclear parameter selection methods are to get the best by minimizing the parameter values, but the computational cost for solving optimization problems is quite large, and can not properly reflect the distribution characteristics of the data. In this paper, the non-optimization technology, by minimizing the generalization error to optimize the nuclear and related parameters, due to the direct calculation of the minimum radius and maximum interval, avoiding the direct solution of the optimization problem, it can very well reduce the computation cost. And that the method directly from the sample one can well reflect the distribution chara
- 2022-01-26 04:59:56下载
- 积分：1
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一个求函数极值的遗传算法程序
一个求函数极值的遗传算法程序-function for a maximum of Genetic Algorithm
- 2023-07-28 14:15:03下载
- 积分：1
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人工智能的经典八皇后问题,这个算法是a*算法.利用这个算法可以解决八数码,八皇后问题等...
人工智能的经典八皇后问题,这个算法是a*算法.利用这个算法可以解决八数码,八皇后问题等
-artificial intelligence Queen"s classic 8, the algorithm is a* algorithm. Use of this algorithm can solve eight digital, 8 Queen"s problems
- 2022-02-12 20:50:00下载
- 积分：1
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本程序利用蚂蚁算法解决TSP（旅行商问题）问题
本程序利用蚂蚁算法解决TSP（旅行商问题）问题-This procedure using ant algorithm to solve TSP (Traveling Salesman Problem) problem
- 2022-02-06 19:13:39下载
- 积分：1
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神经网络中的竞争网络聚类
神经网络中的竞争网络聚类-neural network competition in the network clustering
- 2022-11-17 04:25:03下载
- 积分：1
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Support vector machine learning support vector machine learning source program s...
支持向量机学习源码程序支持向 量机学习源码程序支持向 量机学习源码程序-Support vector machine learning support vector machine learning source program source program source program support vector machine learning support vector machine learning support vector machine learning source program source program
- 2022-02-01 22:36:16下载
- 积分：1
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模糊ISODATA聚类分析可以将数据的模糊矩阵的聚类分析
模糊ISODATA聚类分析，可以模糊矩阵数据进行聚类分析-Fuzzy ISODATA cluster analysis can be fuzzy matrix cluster analysis of data
- 2022-03-04 05:32:13下载
- 积分：1
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GaPlayground:一个非常好的遗传算法demo.
GaPlayground:一个非常好的遗传算法demo.-GaPlayground : a Genetic Algorithm very good demo.
- 2022-08-25 13:29:06下载
- 积分：1
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遗传问题的MATLAB代码,用于解决TSP问题的程序
遗传问题的MATLAB代码,用于解决TSP问题的程序-Genetic problems MATLAB code for the procedure to solve TSP problems
- 2022-10-30 01:55:04下载
- 积分：1
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DataMining software (integrated association rules, k
DataMining软件(集成了关联规则、k-均值聚类、模糊聚类、k-中心点聚类四种算法)
-DataMining software (integrated association rules, k-means clustering, fuzzy clustering, k-center clustering of four algorithms)
- 2022-03-09 12:32:08下载
- 积分：1
