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Synthesizing cellular intelligence and artificial intelligence for bioprocesses

Paper ID Volume ID Publish Year Pages File Format Full-Text
14869 1278 2006 5 PDF Available
Title
Synthesizing cellular intelligence and artificial intelligence for bioprocesses
Abstract

Microbial processes operated under realistic conditions are difficult to describe by mechanistic models, thereby limiting their optimization and control. Responses of living cells to their environment suggest that they possess some “innate intelligence”. Such responses have been modeled by a cybernetic approach. Furthermore, the overall behavior of a bioreactor containing a population of cells may be described and controlled through artificial intelligence methods. Therefore, it seems logical to combine cybernetic models with artificial intelligence to evolve an integrated intelligence-based strategy that is physiologically more faithful than the current approaches. This possibility is discussed, together with practical considerations favoring a hybrid approach that includes some mathematical modeling.

Keywords
Cellular intelligence; Artificial intelligence; Cybernetic model; Hybrid model
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Publisher
Database: Elsevier - ScienceDirect
Journal: Biotechnology Advances - Volume 24, Issue 2, March–April 2006, Pages 129–133
Authors
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Subjects
Physical Sciences and Engineering Chemical Engineering Bioengineering
Get Full-Text Now
Don't Miss Today's Special Offer
Price was $35.95
You save - $31
Price after discount Only $4.95
100% Money Back Guarantee
Full-text PDF Download
Online Support
Any Questions? feel free to contact us