Dynamic optimization of fed-batch bioreactors using the ant algorithm
Metadata of CSIR Papers
View Archive Info| Field | Value | |
| Title |
Dynamic optimization of fed-batch bioreactors using the ant algorithm
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| Creator |
Jayaraman, VK
Kulkarni, BD Gupta, K Rajesh, J Kusumaker, HS |
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| Subject |
Biotechnology & Applied Microbiology; Food Science & Technology
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| Description |
The ant colony algorithm, mimicking the cooperative search behavior of ants in real life, has been employed for the dynamic optimization of fed-batch bioreactors. To test the capability of this new heuristic algorithm, two well-known and extensively studied systems have been chosen. The algorithm rapidly converges to optimal feed rate profiles, which maximize the overall production of the desired product and the profits in a computationally efficient and robust manner. The optimal profiles evolved are easy to implement in plant operation. The algorithm compares favorably with the other known techniques.
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| Publisher |
AMER CHEMICAL SOCWASHINGTON1155 16TH ST, NW, WASHINGTON, DC 20036 USA
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| Date |
2011-09-24T09:23:13Z
2011-09-24T09:23:13Z 2001 |
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| Type |
Article
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| Identifier |
BIOTECHNOLOGY PROGRESS
8756-7938 http://hdl.handle.net/123456789/24150 |
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| Language |
English
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