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Dynamic optimization of fed-batch bioreactors using the ant algorithm.

Biotechnology progress - 1 Jan 2000

Jayaraman V K, Kulkarni B D, Gupta K, Rajesh J, Kusumaker H S

Abstract excerpt

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...

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PMID: 11170484
DOI: 10.1021/bp000133o

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 7 Sept 2026. Manifest publication-graph-cohort-2026-09-07.1.

Source receipt: pubmed, retrieved 7 Sept 2026.

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