1、

Adaptive learning BP algorithm and Weight Decay Method are applied to training network.

采用带动量因子的自适应学习率BP算法训练网络,收敛性好。采用weight Decay method训练网络,起到修剪网络结构的作用,促使权向小的方向变化。

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2、

good generalization ability can be achieved using weight decay method in spite of an overlarge network topology.

即使选择偏大的神经网络规模,权衰减方法也可达到较好的泛化能力。

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3、

finally, several example simulations are made to compare our algorithms with traditional error back propagation, simple weight decay, and relative methods in other paper.

最后通过大量实例仿真将它们与纯误差驱动的方法、权退化法、其它文献中的相关方法进行了比较。

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4、

Results show that the rate of weight loss and decay of the coated oranges were much lower than that of the uncoated ones.

研究结果表明,经涂膜的柑桔失重率、烂果率大大低于未经涂膜的柑桔。

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5、

The results showed that: Chitosan can maintain blueberry fruit sensory quality, hardness, reduced weight loss and decay rate, significantly inhibited the accumulation of MDA fruit, slightly reduced anthocyanin content, total phenolic content and promote the increase of relative conductivity.

结果表明:壳聚糖处理能维持蓝莓果实感官品质、硬度,降低失重率和腐烂率,显著抑制果实丙二醛(MDA)的积累,花色苷含量略减,促进总酚含量和相对电导率上升。

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6、

The rate of weight loss, however, differed less from one cultivar to another. Results show that the rate of weight loss and decay of the coated oranges were much lower than that of the uncoated ones.

品种(类型)之间失重率比腐烂率差异小。研究结果表明,经涂膜的柑桔失重率、烂果率大大低于未经涂膜的柑桔。

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7、

After sweet peppers were stored at 0~ 2 ℃ for 30 days, control fruits suffered severe chilling injury and weight-loss and higher decay percent, so the fresh fruit percent was only 14.22%.

青椒在0~2℃下贮藏30d,对照组冷害严重,失重、皱缩,丧失新鲜状态,腐烂率较高,商品果率仅14.22%。

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