Command protection engineering is the important component of national protection engineering system. To raise the level of its construction, a deformation prediction model is given based on Genetic Algorithm (GA), Lea...Command protection engineering is the important component of national protection engineering system. To raise the level of its construction, a deformation prediction model is given based on Genetic Algorithm (GA), Least Square Support Vector Machines (LSSVM) and markov theory. Genetic algorithm is used to improve the parameter of LSSVM. Markov predict method is used to improve the precision of the prediction model. Finally, be used to a certain command protection engineering, the accuracy of the algorithm is improved obviously. The model is proved to be credible and precise.展开更多
MicroRNAs（miRNAs）are small noncoding RNAs of 19-24 nt and play important roles in post-transcriptional regulation of gene expression（Baek et al.,2008;Zhou et al.,2011）and various biological processes including gro...MicroRNAs（miRNAs）are small noncoding RNAs of 19-24 nt and play important roles in post-transcriptional regulation of gene expression（Baek et al.,2008;Zhou et al.,2011）and various biological processes including growth,展开更多
文摘Command protection engineering is the important component of national protection engineering system. To raise the level of its construction, a deformation prediction model is given based on Genetic Algorithm (GA), Least Square Support Vector Machines (LSSVM) and markov theory. Genetic algorithm is used to improve the parameter of LSSVM. Markov predict method is used to improve the precision of the prediction model. Finally, be used to a certain command protection engineering, the accuracy of the algorithm is improved obviously. The model is proved to be credible and precise.
基金partly supported by the National Natural Science Foundation of China(Nos.61572363,91530321 and 61602347)the Natural Science Foundation of Shanghai(No.17ZR1445600)City University of Hong Kong(No.7004707)
文摘MicroRNAs（miRNAs）are small noncoding RNAs of 19-24 nt and play important roles in post-transcriptional regulation of gene expression（Baek et al.,2008;Zhou et al.,2011）and various biological processes including growth,
