Toward unbiased objective functions in constraint-based modeling.
Journal:
Trends in biotechnology
Published Date:
Mar 11, 2026
Abstract
The objective function is important to constraint-based modeling, but setting it has traditionally been subjective, limiting predictive accuracy. We expose the biases of commonly used objective functions and propose a paradigm shift toward unbiased objective functions powered by artificial intelligence, offering a promising avenue for metabolic engineering and biomedical applications.
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