{"product_id":"9781611977790-an-introduction-to-convexity-optim","title":"An Introduction to Convexity, Optimization, and Algorithms","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003eA concise, self-contained volume introducing convex analysis and optimization algorithms with an emphasis on bridging the two. This volume explores cutting-edge algorithms, e.g. the proximal gradient, Douglas-Rachford, Peaceman-Rachford, and FISTA, with applications in fields including machine learning, signal processing, and image reconstruction.\u003cbr\u003eThis concise, self-contained volume introduces convex analysis and optimization algorithms, with an emphasis on bridging the two areas. It explores cutting-edge algorithms--such as the proximal gradient, Douglas-Rachford, Peaceman-Rachford, and FISTA--that have applications in machine learning, signal processing, image reconstruction, and other fields.\u003cbr\u003e\u003cbr\u003e\u003ci\u003eAn Introduction to Convexity, Optimization, and Algorithms\u003c\/i\u003e contains algorithms illustrated by Julia examples and more than 200 exercises that enhance the reader's understanding of the topic. Clear explanations and step-by-step algorithmic descriptions facilitate self-study for individuals looking to enhance their expertise in convex analysis and optimization.\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":55305024897398,"sku":"9781611977790","price":50.36,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_36016135_2a64db03-02e5-4d1f-88f6-c459809b25a7.jpg?v=1757557810","url":"https:\/\/www.rarewaves.com\/products\/9781611977790-an-introduction-to-convexity-optim","provider":"Rarewaves.com","version":"1.0","type":"link"}