Global Convergence Framework for Variational Inequalities via Fiber Bundles
October 22, 2026
A new path-following framework for finite-dimensional variational inequalities uses a fixed-point fiber bundle to ensure singularity avoidance. The approach guarantees global linear convergence for nonsingular solutions without requiring monotonicity assumptions.
HOW THIS AFFECTS YOU
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researcherThis provides more robust convergence guarantees for optimization problems involving arbitrary continuous mappings.