王磊

个人信息Personal Information

教授

博士生导师

硕士生导师

主要任职:数学科学学院副院长

其他任职:石河子大学理学院院长(援疆)

性别:男

毕业院校:大连理工大学

学位:博士

所在单位:数学科学学院

学科:运筹学与控制论

电子邮箱:wanglei@dlut.edu.cn

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OPTIMALITY CONDITION AND OPTIMAL CONTROL FOR A TWO-STAGE NONLINEAR DYNAMICAL SYSTEM OF MICROBIAL BATCH CULTURE

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论文类型:期刊论文

第一作者:An, Yi

通讯作者:Wang, L (reprint author), Dalian Univ Technol, Sch Math Sci, Dalian 116024, Liaoning, Peoples R China.

合写作者:Tan, Bing,Wang, Lei,Chang, Liang,Wang, Juan

发表时间:2018-01-01

发表刊物:PACIFIC JOURNAL OF OPTIMIZATION

收录刊物:SCIE

卷号:14

期号:1

页面范围:1-13

ISSN号:1348-9151

关键字:Batch culture; optimal control; optimality condition; two-stage system; N-M simplex search method

摘要:In this paper, we consider a two-stage dynamical system for describing batch culture in microbial fermentation. An optimal control problem involving the two-stage dynamical system is proposed. The yield intensity of 1, 3-propanediol (1,3-PD) is taken as the performance index, the initial concentration of biomass, glycerol and the terminal time are as the control variables. Then the optimality condition is obtained based on the properties of the two-stage dynamical system. Inspired by the conception of the Nelder-Mead simplex, we presented a modified Nelder-Mead simplex search method to solve the optimal control problem and the optimality condition is used as a convergence criterion of the algorithm. The numerical results show the conclusion of this paper.