{"product_id":"lectures-on-nonsmooth-optimization-9783031914164","title":"Lectures on Nonsmooth Optimization","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 560 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 04 July 2025\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer International Publishing AG\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eIt first introduces basic facts on convex analysis and subdifferetial calculus, various algorithms are then discussed, including subgradient methods, mirror descent methods, proximal algorithms, alternating direction method of multipliers, primal dual splitting methods and semismooth Newton methods.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 235 x 155 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9783031914164\u003c\/p\u003e","brand":"Qinian Jin","offers":[{"title":"Hardback","offer_id":47836853174522,"sku":"9783031914164","price":133.27,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1760740411328_book.jpg?v=1760783370","url":"https:\/\/shulphink.com\/products\/lectures-on-nonsmooth-optimization-9783031914164","provider":"Shulph Ink","version":"1.0","type":"link"}