Infrared and Laser Engineering, Volume. 50, Issue 10, 20210185(2021)
An improved machine learning algorithm for optical fiber network path optimization
[1] Girolami M. Mecer kernel based clustering in feature space[J]. IEEE Trans on Neural Networks, 13, 780-784(2002).
[2] Zhang Li, Zhou Weida, Jiao Licheng. Kernel clustering algorithm[J]. Chinese Journal of Computers, 25, 587-590(2002).
[3] Ding Suijuan. Energy saving optimization simulation of mass data transmission under large data cloud storage[J]. Computer Simulation, 35, 160-163(2018).
[4] Liu Yan, Wang Cunrui. An improved big data clustering method based on sampling fusion[J]. Microelectronics & Computer, 34, 17-21(2017).
[5] Li Jianxun, Shen Jingjing, Li Weiqian, et al. Cluster method for spatial data based on trend function[J]. Computer Engineering and Applications, 53, 22-28(2017).
[6] Gu Xiaoqing, Jiang Yizhang, Wang Shitong, et al. Zero-order TSK-type fuzzy system for imbalanced data classification[J]. Acta Automatica Sinica, 43, 1773-1788(2017).
[7] Lu Huijuan, Liu Yaqing, Meng Yaqiong, et al. Classifier algorithm of genetic data based on kernel principal component analysis and rotation forest[J]. Journal of Frontiers of Computer Science & Technology, 11, 1570-1578(2017).
[8] Pang Renming, Wang Bo, Ye Hao, et al. Clustering of blast furnace historical data based on PCA similarity factor and spectral clustering[J]. Journal of Shandong University(Engineering Science), 47, 143-149(2017).
[9] [9] Benner A. Optical interconnect opptunities in supercomputers high end computing[C]Optical Fiber Communication Conference, Optical Society of America, 2012: OTu2B.4.
[10] Fernández N, Barroso R J D, Siracusa D, et al. Virtual topology reconfiguration in optical networks by means of cognition: Evaluation and experimental validation[J]. IEEE/OSA Journal of Optical Communications and Networking, 7, 162-173(2015).
[11] Balanici M, Pachnicke S. Hybrid electro-optical intra-data center networks tailored for different traffic classes[J]. IEEE/OSA Journal of Optical Communications and Networking, 10, 889-901(2018).
[12] Chen Kai, Singla Ankit, Singh Atul, et al. An optical switching architecture for data center networks with unprecedented flexibility[J]. IEEE/ACM Transactions on Networking, 22, 498-511(2014).
[13] Liu Nian, Zhang Qingxin, Li Xiaofang. Distributed photovoltaic short-term power output forecasting based on extreme learning machine with kernel[J]. Transactions of the Chinese Society of Agricultural Engineering, 30, 152-159(2014).
[14] Fan Geng, Ma Dengwu, Deng Li, et al. Fault prognostic model based on grey relevance vector machine[J]. Systems Engineering and Electronics, 34, 424-428(2012).
[15] Roberto Perdisci, Giorgio Giacinto, Fabio Roli. Alarmclustering for intrusion detection systems in computer networks[J]. Engineering Applications of Artificial Intelligence, 19, 429-438(2006).
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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
Category: Optical communication and sensing
Received: Mar. 18, 2021
Accepted: --
Published Online: Dec. 7, 2021
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