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Home > english-chinese > "次梯度" in Chinese

Chinese translation for "次梯度"

subgradient

Related Translations:
梯度传感器:  gradient probe
梯度变异:  cline
初始梯度:  initial gradient
扩散梯度:  diffusion gradient
高度梯度:  altitudinal gradient
低压梯度:  low-pressure gradient
梯度回波:  gradient echo
梯度计:  gradiometer
离子梯度:  ion gradient
电阻梯度:  resistance gradient
Example Sentences:
1.In the algorithm level , currently various training algorithms of neural networks , including gradient algorithms , intelligent learning algorithms and hybrid algorithms , are comparatively studied ; the optimization principle of bp algorithm for neural networks training is analyzed in detail , and the reasons for serious disadvantages of bp algorithms are found out , moreover , the optimization principle of two kinds of improved bp algorithms is described in a uniform theoretic framework ; and the global optimization algorithms of neural networks , mainly genetic algorithm are expounded in detail , it follows that a improved genetic algorithm is proposed ; finally the training performances of various algorithms are compared based on a simulation experiment on a benchmark problem of neural network learning , furthermore , a viewpoint that genetic algorithm is subject to " curse of dimension " is proposed
在算法层,本文对目前用于神经网络训练的各种算法,包括梯度算法、智能学习算法和混合学习算法进行了比较研究;对用于神经网络训练的bp算法的优化原理进行了详细的理论分析,找到了bp算法存在严重缺陷的原因,并对其两类改进算法-启发式算法和二次梯度算法的优化原理,在统一的框架之下进行了详尽的理论描述;对神经网络全局优化算法主要是遗传算法进行了详细的阐述,并在此基础上,设计了一种性能改进的遗传算法;最后基于神经网络学习的benchmark问题对各种算法在网络训练中的应用性能进行了仿真研究,并提出了遗传算法受困于“维数灾难”的观点。
Similar Words:
"次碳酸铋磺胺噻唑粉" Chinese translation, "次堂姐" Chinese translation, "次堂兄" Chinese translation, "次堂兄弟,次堂姊妹,次表兄弟,次表姊妹" Chinese translation, "次特轻量级" Chinese translation, "次梯度风" Chinese translation, "次锑酸" Chinese translation, "次体科" Chinese translation, "次体质雌雄同体" Chinese translation, "次田" Chinese translation