Jayaraman, V. K. ; Kulkarni, B. D. ; Gupta, Kapil ; Rajesh, J. ; Kusumaker, H. S. (2001) Dynamic optimization of fed-batch bioreactors using the ant algorithm Biotechnology Progress, 17 (1). pp. 81-88. ISSN 8756-7938
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Official URL: http://onlinelibrary.wiley.com/doi/10.1021/bp00013...
Related URL: http://dx.doi.org/10.1021/bp000133o
Abstract
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.
| Item Type: | Article |
|---|---|
| Source: | Copyright of this article belongs to American Institute of Chemical Engineers. |
| ID Code: | 17183 |
| Deposited On: | 16 Nov 2010 08:16 |
| Last Modified: | 06 Jun 2011 09:21 |
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