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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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遗传算法人工生命模拟,这是一个遗传算法关于人工生命模拟的实例...
遗传算法人工生命模拟,这是一个遗传算法关于人工生命模拟的实例-Artificial Life Simulation of genetic algorithm, which is a genetic algorithm on the example of artificial life simulation
- 2022-08-21 15:18:42下载
- 积分：1
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Neural network and genetic algorithm combined with the need for friends goes wit...
神经网络与遗传算法结合，需要的朋友就不用多说了，仅供学习和参考。-Neural network and genetic algorithm combined with the need for friends goes without saying, for learning and reference.
- 2023-03-07 02:45:03下载
- 积分：1
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遗传算法软件包，其中有例子配合理解，十分不错
遗传算法软件包，其中有例子配合理解，十分不错-GA package, which is an example with understanding, very good
- 2022-01-27 23:09:30下载
- 积分：1
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数据挖掘算法(Apriori)
数据挖掘算法(Apriori)--JAVA实现-(Apriori)--JAVA
- 2022-10-22 13:30:03下载
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Genetic algorithm to initialize the network weights and threshold parameters imp...
遗传算法初始化网络权值及其阈值参数 提高控制性能-Genetic algorithm to initialize the network weights and threshold parameters improve control performance
- 2023-05-29 23:05:03下载
- 积分：1
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模式识别工具套件，有很多模式识别算法，大家…
模式识别工具包，有很多模式识别的算法，可以在matlab中调用-Pattern recognition tool kit, there are many pattern recognition algorithms, you can call matlab
- 2022-10-16 13:55:03下载
- 积分：1
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简单遗传算法经典例子！！ SGPC: Simple Genetic Programming in C by Walter Alden Tackett and A...
简单遗传算法经典例子！！ SGPC: Simple Genetic Programming in C by Walter Alden Tackett and Aviram Carmi-simple genetic algorithm classic example! ! SGPC : Simple Genetic Programming in C by Walter Alden Tackett and Aviram Carmi
- 2022-03-22 00:57:20下载
- 积分：1
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一种运用蚂蚁算法和遗传算法解决旅行商问题的混合优化程序...
一种运用蚂蚁算法和遗传算法解决旅行商问题的混合优化程序-an ant algorithm and the use of genetic algorithms to solve the traveling salesman problem hybrid optimization procedures
- 2023-04-20 10:15:02下载
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模式识别中关于感知器算法的程序,输入点进行聚类.
模式识别中关于感知器算法的程序,输入点进行聚类.-pattern recognition algorithm on the perception of the process, input cluster.
- 2022-03-16 10:01:51下载
- 积分：1
