Neural networks based on power method and inverse power method for solving linear eigenvalue problems
Qihong Yang, Yangtao Deng, Yu Yang, Qiaolin He, Shiquan Zhang
Topics & Concepts
EigenfunctionEigenvalues and eigenvectorsInverse iterationMathematicsArtificial neural networkPower iterationDimension (graph theory)Applied mathematicsInverseDifferential operatorDivide-and-conquer eigenvalue algorithmOperator (biology)Iterative methodPower (physics)Mathematical optimizationAlgorithmMathematical analysisComputer scienceArtificial intelligencePure mathematicsGeometryGeneBiochemistryChemistryQuantum mechanicsTranscription factorRepressorPhysicsModel Reduction and Neural NetworksNumerical methods for differential equationsProbabilistic and Robust Engineering Design