Simultaneous multi-topology multi-objective sizing across thousands of analog circuit topologies
Proceedings of the 44th annual Design Automation Conference
Proceedings of the 46th Annual Design Automation Conference
EMO'07 Proceedings of the 4th international conference on Evolutionary multi-criterion optimization
Proceedings of the 47th Design Automation Conference
Generation of yield-embedded Pareto-front for simultaneous optimization of yield and performances
Proceedings of the 47th Design Automation Conference
A fast and elitist multiobjective genetic algorithm: NSGA-II
IEEE Transactions on Evolutionary Computation
MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition
IEEE Transactions on Evolutionary Computation
Large scale agent-based modeling of the humoral and cellular immune response
ICARIS'11 Proceedings of the 10th international conference on Artificial immune systems
Multi-objective optimisation, sensitivity and robustness analysis in FBA modelling
CMSB'12 Proceedings of the 10th international conference on Computational Methods in Systems Biology
Pareto epsilon-dominance and identifiable solutions for BioCAD modeling
Proceedings of the 50th Annual Design Automation Conference
Pareto Optimality in Organelle Energy Metabolism Analysis
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
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In this paper we investigate plant photosynthesis and microbial fuel cells. We report the following: 1) we introduce and validate a novel multi-objective optimization algorithm, PMO2; 2) in photosynthesis we increase the yield of 135%, while in Geobacter sulfurreducens we determine the tradeoff for growth versus redox properties; 3) finally, we discuss Pareto-Front as an estimator of robust metabolic pathways.