convexengineering / gplibrary

Useful subsystem models
MIT License
10 stars 11 forks source link

SP controls optimization (loop-shaping) #48

Open bqpd opened 8 years ago

bqpd commented 8 years ago

Example iPyNB

Could in particular be used to optimize / systematize the discovery of pareto frontiers for energy costs of biochemical circuits. References The Energy Costs of Insulators in Biochemical Networks

whoburg commented 8 years ago

Isn't it even broader than that specific example? A connection between GP and loop shaping controller design would be an impressive paper.

bqpd commented 8 years ago

Certainly! That example's neat because it's actually applying loop-shaping techniques to a nonlinear system, something that wouldn't be possible without SP.