Strong convergence of an inertial forward-backward splitting method for accretive operators in real Banach space
H. A. Abass, Chinedu Izuchukwu, Oluwatosin Temitope Mewomo, Qiao‐Li Dong
Abstract
The main purpose of this paper is to introduce a modified inertial forward-backward splitting method and prove its strong convergence to a zero of the sum of two accretive operators in real uniformly convex Banach space which is also uniformly smooth. We then apply our results to solve variational inequality problem and convex minimization problem. We also give a numerical example of our algorithm to show that it converges faster than the un-accelerated modified forwardbackward algorithm.
Topics & Concepts
Banach spaceMathematicsVariational inequalityConvergence (economics)Inertial frame of referenceRegular polygonUniformly convex spaceZero (linguistics)Weak convergenceSpace (punctuation)Approximation propertyApplied mathematicsMathematical analysisBanach manifoldLp spaceGeometryComputer sciencePhysicsOperating systemLinguisticsQuantum mechanicsPhilosophyComputer securityEconomic growthAsset (computer security)EconomicsOptimization and Variational AnalysisSparse and Compressive Sensing TechniquesNumerical methods in inverse problems