L-lysine Neuro-Dynamic Optimal Control

L-lysine Neuro-Dynamic Optimal Control

Article ID

5X74P

,

L-lysine Neuro-Dynamic Optimal Control

Dr. Tatiana Ilkova Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences

Dr. Mitko Petrov

DOI

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Abstract

In this paper Neuro-dynamic programming (NDP) is proposed as an alternative to alleviate the “curse of dimensionality” of the Dynamic programming (DP) for optimal control of a fed-batch fermentation process in the L-lysine production. The most effective and cheapest method for the Llysine biosynthesis (in biological active form) is the microbiological method via a direct fermentation. In this paper an optimization method of the L-lysine production from strain Brevibacterium flavum 22LD is used and that is NDP. The results show that the quality of L-lysine enhances at the end of the process. The proposed method is particularly simple to implement and can be applied for on-line optimization.

L-lysine Neuro-Dynamic Optimal Control

In this paper Neuro-dynamic programming (NDP) is proposed as an alternative to alleviate the “curse of dimensionality” of the Dynamic programming (DP) for optimal control of a fed-batch fermentation process in the L-lysine production. The most effective and cheapest method for the Llysine biosynthesis (in biological active form) is the microbiological method via a direct fermentation. In this paper an optimization method of the L-lysine production from strain Brevibacterium flavum 22LD is used and that is NDP. The results show that the quality of L-lysine enhances at the end of the process. The proposed method is particularly simple to implement and can be applied for on-line optimization.

Authors

Dr. Tatiana Ilkova Institute of Biophysics and Biomedical Engineering, Bulgarian Academy of Sciences

Dr. Mitko Petrov

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How to Cite

Dr. Tatiana Ilkova. 1970. “. Unknown Journal GJMR Volume 11 (GJMR Volume 11 Issue 4): .

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Journal Specifications

GJMR Volume 11 Issue 4
Pg. 55- 60

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Submission Received October 27, 2011
Accepted November 20, 2011
Published December 4, 2011

Keywords

dynamic programming Llysine fermentation Neural Network Optimal control

Article Matrices

Total Score: 112

Country: Unknown

Subject: Uncategorized

Authors: Dr. Tatiana Ilkova, Dr. Mitko Petrov (PhD/Dr. count: 2)

View Count (all-time): 112

Total Views (Real + Logic): 20371

Total Downloads (simulated): 11152

Publish Date: 1970 01, Thu

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