NLF unifies convex network-flow problems under a nonlinear graph Laplacian model and solves them empirically in linear time using a few calls to near-linear Laplacian solvers.
DOE ARPA-E,Grid Optimization (GO) Competition, 2019–2023; https://gocompetition.energy.gov
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NLF: A Resistor-Network Framework and Linear-Time Solver for Convex Network-Flow Equilibria
NLF unifies convex network-flow problems under a nonlinear graph Laplacian model and solves them empirically in linear time using a few calls to near-linear Laplacian solvers.