[1]LIU Yanfang,ZHOU Xiaowei,Liang Meng.Application of artificial neural networks in biological processes[J].Journal of Zhengzhou University (Engineering Science),2007,28(02):121-124.[doi:10.3969/j.issn.1671-6833.2007.02.031]
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Journal of Zhengzhou University (Engineering Science)[ISSN
1671-6833/CN
41-1339/T] Volume:
28
Number of periods:
2007年02期
Page number:
121-124
Column:
Public date:
1900-01-01
- Title:
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Application of artificial neural networks in biological processes
- Author(s):
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LIU Yanfang; ZHOU Xiaowei; Liang Meng
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- Keywords:
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artificial neural networks; modeling; Optimize control; soft measurement; Troubleshooting
- CLC:
-
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- DOI:
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10.3969/j.issn.1671-6833.2007.02.031
- Abstract:
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Due to its adaptive nonlinear information processing ability, artificial neural networks (ANNs) have incomparable advantages in the description of biological reaction processes with strong nonlinear, unsteady state and time-varying characteristics of dynamics. The advantages of artificial neural networks in bioreaction modeling are analyzed, and their applications in bioreaction modeling and simulation, process optimization control, fault diagnosis, soft measurement and media optimization in recent years are introduced, and the future development trend is proposed.