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The Inertial Sub-Gradient Extra-Gradient Method for a Class of Pseudo-Monotone Equilibrium Problems

Habib ur Rehman, Poom Kumam, Wiyada Kumam, Meshal Shutaywi, Wachirapong Jirakitpuwapat

2020Symmetry39 citationsDOIOpen Access PDF

Abstract

In this article, we focus on improving the sub-gradient extra-gradient method to find a solution to the problems of pseudo-monotone equilibrium in a real Hilbert space. The weak convergence of our method is well-established based on the standard assumptions on a bifunction. We also present the application of our results that enable to solve numerically the pseudo-monotone and monotone variational inequality problems, in addition to the particular presumptions required by the operator. We have used various numerical examples to support our well-proved convergence results, and we can show that the proposed method involves a considerable influence over-running time and the total number of iterations.

Topics & Concepts

Monotone polygonVariational inequalityConvergence (economics)Hilbert spaceApplied mathematicsMathematicsStrongly monotoneFocus (optics)Inertial frame of referenceGradient methodOperator (biology)Class (philosophy)Mathematical optimizationComputer scienceMathematical analysisPhysicsGeometryClassical mechanicsBiochemistryEconomicsChemistryGeneRepressorEconomic growthOpticsTranscription factorArtificial intelligenceOptimization and Variational AnalysisAdvanced Optimization Algorithms ResearchSparse and Compressive Sensing Techniques
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