期刊文献+
任意字段
题名或关键词
题名
关键词
文摘
作者
第一作者
机构
刊名
分类号
参考文献
作者简介
基金资助
栏目信息

遗传算法及其在发酵工程领域中的应用 被引量：3

GENETIC ALGORIITHM AND ITS APPLICATION INFERMENTATION ENGINEERING
下载PDF
导出
摘要 遗传算法 (Geneticalgorithm ,GA)是把生物进化论和遗传学原理应用于工程优化而创造出来的新的优化算法。近年来开始应用于发酵工程领域。本文介绍了遗传算法的原理。 Genetic algorithm(GA)is the application of evolutionism and genetics in engineering optinization.The principle and operations of GA and the characteristics of the operations as well as the applications of GA in fermentation technology are introduced in this psper.
作者 王丹 高玲 林建强 余世袁 曲音波
机构地区 南京林业大学化工学院 山东师范大学信息管理学院 山东大学微生物技术国家重点实验室
出处 《山东农业大学学报（自然科学版）》 CSCD 北大核心 2002年第2期217-220,共4页 Journal of Shandong Agricultural University：Natural Science Edition
基金 山东省自然科学基金
关键词 遗传算法 发酵工程领域 应用 优化算法 生物进化论 遗传学原理 genetic algorithm fermentation optimization
分类号 TQ92 [轻工技术与工程—发酵工程] O242.23 [理学—计算数学]
  • 相关文献

参考文献9

  • 1[1]Goldberg D E.Genetic algorithm in search [J].Opimization and machine learning.1989.Addison Wesley.
  • 2[2]Shinya S.OPtimization and control of bioprocesses by the genetic algorithm[J].Bioscience and Industry,1995,53:1402- 1404.(日语)
  • 3[3]Zuzek M,J Friedrich,B Cestnik etal.Optimization of fermentation medium by a modified method of genetic algorithm[J].Biotechnol.Tech.1996.10.991-996.
  • 4[4]Matsuura K,H Shiba,Y Numokawa etal.Calculation of optimal trajectories for fermentation processes by genetic algorithm[J].Bioengineering.1993,71:171-178.(日语)
  • 5[5]Weustor- Botz,C Wndrey.Medium optimization by genetic algorithm for continuous production of formate dehydrogenase[J].Proc.Biochem.30:563-571.
  • 6[6]Weuster- Botz D,V Piamatarova,G Spassov etal.Use kf genetic algorithm in the development of a synthetic growth medium for Arthrobacter simplex with high hydrocortisosone D'- dehydrogenase activity[J].J.Chem.Tech.Biotechnol.1995.64:386- 392.
  • 7[7]Application of genetic algirithm to parameter estimation kfhioprocess[J].Med.Biol.Eng.1997comp.35:47- 49.
  • 8[8]Pinchuk R J,W A Brown,S M Hughes etal.Cooper.Modeling ofbiological processes using self- cycling fermnentation and genetic algorithms[ J].Biotechnol.Bineng.2000,67:19- 24.
  • 9[9]Shimizr K.Knowledge based control and its applications.In: Bioprocess system analysis method- the principle of system analys method amd its applions [J].Corona Publishing 1997,P219- 230 Co,ltd,Japam.(日语)

同被引文献30

  • 1王凌.智能优化算法及其应用[M].北京:清华大学出版社,2003..
  • 2Lei Zhi Chen, Sing Kiong Nguang. Soft sensors for on-line biomass measurements[J]. Bioprocess Biosyst Eng, 2004, (26): 191-195.
  • 3Popova S, Patarinska T. Biomass estimation on the basis of yeast cultivation model with morphophysiological parameters [J]. Bloprocess Engineering, 1998(19) : 313-315.
  • 4Vanek M, Hrneirik P. On-line estimation of biomass concentration using a neural network and information about metabolic state[J]. Bloprocess Blosyst Eng, 2004, (27) : 9-15.
  • 5Sreekrishna K, Kropp K. Non-conventional Yeasts in Biotechnology[M]. Berlin: Springer Press, 1996. 203-252.
  • 6Debasis Sarkar, Jayant M Modak. Optimisation of fed-batch bioreactors using genetic algorithms[J]. Chemical Engineering Science, 2003, (58) : 2283-2296.
  • 7J G Na,Y K Chang. Adaptive optimization of fed-batch culture of yeast by using genetic algorithms[J]. Bioprocess and Biosystems Engineering, 2002, (24) : 299 - 308.
  • 8Zhu Y H, Rajalahti T. Application of neural networks to lysine production[J]. The Chemical Engineering Journal, 1996, (62): 207-214.
  • 9Petrova M, Koprinkova P Bliznakova. Neural network modelling of fermentation processes[J]. Bioprocess Engineering, 1998 , (18): 281-287.
  • 10Shene C, Diez C, Bravo S. Neural networks for the prediction of the state of Zymomonas mobilis CP4 batch fermentations [J]. Computers and Chemical Engineering, 1999, (23) : 1097-1108.

引证文献3

二级引证文献9

山东农业大学学报（自然科学版）
2002年 第2期

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部