IEEE

Optimizing Enzyme-Constrained Metabolic Models by an Indicator Guided Bi-Surrogate Adaptive Multimodal Multiobjective Optimization Algorithm

Abstract: Optimization of the enzyme turnover rate kcat in enzyme-constrained metabolic models, such as S. cerevisiae’s ecYeastGEM, is essential to improve the accuracy of cellular metabolism ...
IEEE

A Novel Evolutionary Bayesian Optimization Algorithm Based on Decomposition for Expensive Constrained Multiobjective Optimization Problems

Abstract: This article proposes a novel constrained multiobjective evolutionary Bayesian optimization algorithm based on decomposition (named CMOEBO/D) for expensive constrained multiobjective ...