Identifying Active Manifolds in Regularization Problems

DOI10.1007/978-1-4419-9569-8_13zbMath1242.49082OpenAlexW3054844MaRDI QIDQ2897285

Warren L. Hare

Publication date: 10 July 2012

Published in: Springer Optimization and Its Applications (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-1-4419-9569-8_13

zbMATH Keywords

nonconvex optimizationactive constraint identificationprox-regular functionpartly smooth function

Mathematics Subject Classification ID

Numerical mathematical programming methods (65K05) Sensitivity, stability, well-posedness (49K40) Methods of quasi-Newton type (90C53) Regularity of solutions in optimal control (49N60) Convex functions and convex programs in convex geometry (52A41) Variants of convex sets (star-shaped, ((m, n))-convex, etc.) (52A30)

Related Items (8)

Sensitivity Analysis for Mirror-Stratifiable Convex Functions ⋮ Screening for a reweighted penalized conditional gradient method ⋮ Active-Set Identification with Complexity Guarantees of an Almost Cyclic 2-Coordinate Descent Method with Armijo Line Search ⋮ Accelerating inexact successive quadratic approximation for regularized optimization through manifold identification ⋮ Local linear convergence of proximal coordinate descent algorithm ⋮ Activity Identification and Local Linear Convergence of Forward--Backward-type Methods ⋮ Low Complexity Regularization of Linear Inverse Problems ⋮ ``Active-set complexity of proximal gradient: how long does it take to find the sparsity pattern?

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