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Ray-guided global optimization method for training neural networks

delete2000-01-01
delete6
PRE
AI
X
Ximin Zhang
陈雁秋 (Yan Qiu Chen) *
DOI:10.1016/S0925-2312(99)00158-7delete
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摘要

摘要

En 中文
A novel method for globally searching to find the good minima is proposed in this paper. Starting from a local minimum, the weight space around it is scanned with the process being guided by terrain-independent emanating rays. During the search, starting points for further exploration are identified and used to find corresponding local minima. Based on the correct classification rate (CCR) on the validation data, the best minimum is found. (C) 2000 Elsevier Science B.V. All rights reserved.

期刊

Neurocomputing 封面图
Neurocomputing
IF:
6.5
论文数:
2.5W
被引数:
6.5W

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