Basic convex analysis in metric spaces with bounded curvature

التفاصيل البيبلوغرافية
العنوان: Basic convex analysis in metric spaces with bounded curvature
المؤلفون: Lewis, Adrian S., López-Acedo, Genaro, Nicolae, Adriana
سنة النشر: 2023
المجموعة: Mathematics
مصطلحات موضوعية: Mathematics - Optimization and Control, Mathematics - Metric Geometry
الوصف: Differentiable structure ensures that many of the basics of classical convex analysis extend naturally from Euclidean space to Riemannian manifolds. Without such structure, however, extensions are more challenging. Nonetheless, in Alexandrov spaces with curvature bounded above (but possibly positive), we develop several basic building blocks. We define subgradients via projection and the normal cone, prove their existence, and relate them to the classical affine minorant property. Then, in what amounts to a simple calculus or duality result, we develop a necessary optimality condition for minimizing the sum of two convex functions.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2302.03588
رقم الأكسشن: edsarx.2302.03588
قاعدة البيانات: arXiv