Infrared and Laser Engineering, Volume. 50, Issue 10, 20210185(2021)
An improved machine learning algorithm for optical fiber network path optimization
Figures & Tables(4)
Fig. 2. Flow chart of network path optimization algorithm based on machine learning
Table 1. Data accuracy and false positive rate under the conditions of different data streams
View tableView in ArticleTable 1. Data accuracy and false positive rate under the conditions of different data streams
Data flow percentage type Proposed algorithm K-means algorithm Pc Pf Pc Pf Case 1 91.6% 1.14% 80.2% 6.21% Case 2 93.4% 1.23% 83.5% 4.56% Case 3 98.2% 0.54% 98.1% 0.68% Case 4 95.4% 0.83% 89.2% 2.45% Case 5 94.7% 0.92% 85.7% 4.13% Case 6 94.1% 0.97% 84.6% 5.31% Mean 94.6% 0.94% 84.6% 3.89%
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Wenjun Wang, Na Xu. An improved machine learning algorithm for optical fiber network path optimization[J]. Infrared and Laser Engineering, 2021, 50(10): 20210185
Paper Information
Category: Optical communication and sensing
Received: Mar. 18, 2021
Accepted: --
Published Online: Dec. 7, 2021
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