{"product_id":"lectures-on-nonsmooth-optimization-9783031914164","title":"Lectures on Nonsmooth Optimization","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003ePreface.- Introduction.- Convex sets and convex functions.- Subgradient and mirror descent methods.- Proximal algorithms.- Karush-Kuhn-Tucker theory and Lagrangian duality.- ADMM: alternating direction method of multipliers.- Primal dual splitting algorithms.- Error bound conditions and linear convergence.- Optimization with Kurdyka- Lojasiewicz property.- Semismooth Newton methods.- Stochastic algorithms.- References.- Index.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":53195478303063,"sku":"9783031914164","price":142.49,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/bookcurl.com\/products\/lectures-on-nonsmooth-optimization-9783031914164","provider":"Book Curl","version":"1.0","type":"link"}