59 citations · 82 across the 4 of their papers we have counts for
4 papers · 1 filter
Dynamic Energy Management
Nicholas Moehle, Enzo Busseti, Stephen Boyd +1
We present a unified method, based on convex optimization, for managing the power produced and consumed by a network of devices over time. We start with the simple setting of optim…
A New Architecture for Optimization Modeling Frameworks
Matt Wytock, Steven Diamond, Felix Heide +1
We propose a new architecture for optimization modeling frameworks in which solvers are expressed as computation graphs in a framework like TensorFlow rather than as standalone pro…
Convex programming with fast proximal and linear operators
Matt Wytock, Po-Wei Wang, J. Zico Kolter
We present Epsilon, a system for general convex programming using fast linear and proximal operators. As with existing convex programming frameworks, users specify convex optimizat…
A Fast Algorithm for Sparse Controller Design
Matt Wytock, J. Zico Kolter
We consider the task of designing sparse control laws for large-scale systems by directly minimizing an infinite horizon quadratic cost with an penalty on the feedback con…