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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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用网格优化算法求解tsp问题。。。matlab编写。附有城市坐标用于检验。...
用网格优化算法求解tsp问题。。。matlab编写。附有城市坐标用于检验。 -Mesh optimization algorithm used to solve the problem tsp. . . matlab prepared. Coordinate with the city for inspection.
- 2022-09-10 01:50:03下载
- 积分：1
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应用径向基神经网络作预测的matlab程序
应用径向基神经网络作预测的matlab程序-application RBFNN forecast for the Matlab procedures
- 2022-04-15 02:28:41下载
- 积分：1
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详细的介绍了匈牙利命名法，利于我们的代码规范
详细的介绍了匈牙利命名法，利于我们的代码规范-Detail the Hungarian naming method, the code will help us standardize the
- 2022-06-18 01:05:15下载
- 积分：1
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based on the nerual networks pid controller,and which have benn simulated
基于神经网络的pid控制器，经过仿真-based on the nerual networks pid controller,and which have benn simulated
- 2023-05-03 00:00:03下载
- 积分：1
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遗传算法的文章
遗传算法的文章- Heredity algorithm article
- 2022-06-28 05:43:03下载
- 积分：1
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CPN
基于CPN人工神经网络的例子，供大家交流-CPN-based artificial neural network example, for U.S. exchanges
- 2023-07-04 16:00:03下载
- 积分：1
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该文件是包含了机器人足球比赛中的整个系统的代码，包括动作，视觉，定位和决策...
该文件是包含了机器人足球比赛中的整个系统的代码，包括动作，视觉，定位和决策-The document includes a robot soccer competition of the entire system code, including action, vision, positioning and decision-making
- 2023-01-19 02:30:03下载
- 积分：1
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基于自动学习的逻辑推理机。程序…
基于机器学习的自动逻辑推理机。本程序用归结反演策略实现了命题逻辑系统的自动推理。把要解决的问题作为一个要证明的命题，其目标公式被否定并化成子句形，然后添加到命题公式集中去,把消解反演系统应用于联合集，并推导出一个空子句(NIL)，产生一个矛盾。-based on the automatic machine learning logical reasoning machine. The procedures used attributed inversion strategy to achieve the propositional logic of automatic reasoning. Put the problem to be solved as a proposition to prove, with the goal being negated formula and shape into a phrase and then added to the Proposition formula to concentrate, digestion system for joint inversion sets and derived an empty phrase (NIL), resulting in a contradiction.
- 2022-12-19 10:50:03下载
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约翰威利父子。神经网络与模糊专家系统应用工程…
John Wiley & Sons,.Fuzzy Engineering Expert Systems with Neural Network Applications.[2002.ISBN0471293318]
- 2023-01-01 03:15:05下载
- 积分：1
