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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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粒子群算法的一个演示源码，请下载初学者，共同进步！！…
pso 的一个演示源码，欢迎初学者下载，共同进步-pso source of a presentation, please download beginners, and common progress! ! ! ! ! !
- 2023-05-13 00:55:03下载
- 积分：1
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MCP(最大截问题)的模拟退火算法程序源码
MCP(最大截问题)的模拟退火算法程序源码-MCP (the largest cut-off issues) of the simulated annealing algorithm program source
- 2022-08-13 10:20:52下载
- 积分：1
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Adaptive Resonance Theory Brain Modeling 人工智能人工神经网络源码
Adaptive Resonance Theory Brain Modeling 人工智能人工神经网络源码-Adaptive Resonance Theory Brain Modeling artificial neural network artificial intelligence source
- 2022-06-29 22:17:14下载
- 积分：1
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AI A* algorithm to solve the problem 8number
人工智能中的A*算法解决8number问题-AI A* algorithm to solve the problem 8number
- 2022-02-12 00:44:11下载
- 积分：1
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用matlab仿真的递推极大似然法辨识程序，可用来进行系统辨识，很好用...
用matlab仿真的递推极大似然法辨识程序，可用来进行系统辨识，很好用-simulation using Matlab Recursive maximum likelihood method identification procedures, which can be used for system identification, good use
- 2022-04-18 18:28:00下载
- 积分：1
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模式识别的源代码，针对大样本集中样本自动分类的程序，可以手动控制输入点！
模式识别的源代码，针对大样本集中样本自动分类的程序，可以手动控制输入点！-pattern recognition source code, sample concentration on large samples of automatic classification procedure can be controlled manually input!
- 2023-07-30 20:25:02下载
- 积分：1
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遗传算法，通过选择、交叉、变异求取函数最优解c程序简单实现，并拥有最优保存思想。...
遗传算法，通过选择、交叉、变异求取函数最优解c程序简单实现，并拥有最优保存思想。-Genetic algorithm, selection, crossover and mutation to strike a function of the optimal solution c procedures are simple to achieve, and has saved the best idea.
- 2022-06-02 08:37:01下载
- 积分：1
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two adaptive resonance theory of artificial neural networks
adaptive resonance theory 2
人工神经网络-two adaptive resonance theory of artificial neural networks
- 2022-08-14 07:02:31下载
- 积分：1
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目标函数是De Jong函数，是一个连续、凸起的单峰函数
目标函数是De Jong函数，是一个连续、凸起的单峰函数-Objective function is De Jong function, is a continuous, convex function of the single-peak
- 2022-05-13 15:07:14下载
- 积分：1
