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A new approach to the numerical solution of Fredholm integral equations using least squares-support vector regression

Kourosh Parand, Alireza Afzal Aghaei, M. Jani, Ali Ghodsi

2020Mathematics and Computers in Simulation44 citationsDOI

Topics & Concepts

MathematicsFredholm integral equationKernel (algebra)Support vector machineApplied mathematicsAlgebraic equationLeast squares support vector machineGalerkin methodIntegral equationLeast-squares function approximationKernel methodNonlinear systemLegendre polynomialsCollocation methodMathematical optimizationComputer scienceMathematical analysisDifferential equationArtificial intelligenceDiscrete mathematicsPhysicsStatisticsOrdinary differential equationEstimatorQuantum mechanicsFractional Differential Equations SolutionsModel Reduction and Neural NetworksNumerical methods in engineering
A new approach to the numerical solution of Fredholm integral equations using least squares-support vector regression | Litcius