Neural network architectures using min-plus algebra for solving certain high-dimensional optimal control problems and Hamilton–Jacobi PDEs
Jérôme Darbon, Peter M. Dower, Tingwei Meng
Topics & Concepts
SpeedupLeverage (statistics)Artificial neural networkHamilton–Jacobi equationOptimal controlComputer scienceBellman equationImplementationField-programmable gate arrayJacobi methodMathematical optimizationParallel computingMathematicsArtificial intelligenceApplied mathematicsEmbedded systemProgramming languageModel Reduction and Neural NetworksNumerical methods for differential equationsPower System Optimization and Stability