{"product_id":"classical-and-modern-optimization-9781800610651","title":"Classical And Modern Optimization","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003eThe quest for the optimal is ubiquitous in nature and human behavior. The field of mathematical optimization has a long history and remains active today, particularly in the development of machine learning.Classical and Modern Optimization presents a self-contained overview of classical and modern ideas and methods in approaching optimization problems. The approach is rich and flexible enough to address smooth and non-smooth, convex and non-convex, finite or infinite-dimensional, static or dynamic situations. The first chapters of the book are devoted to the classical toolbox: topology and functional analysis, differential calculus, convex analysis and necessary conditions for differentiable constrained optimization. The remaining chapters are dedicated to more specialized topics and applications.Valuable to a wide audience, including students in mathematics, engineers, data scientists or economists, Classical and Modern Optimization contains more than 200 exercises to assist with self-study or for anyone teaching a third- or fourth-year optimization class.","brand":"World Scientific Europe Ltd","offers":[{"title":"Default Title","offer_id":51042724184407,"sku":"9781800610651","price":112.5,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781800610651.jpg?v=1750955356","url":"https:\/\/bookcurl.com\/products\/classical-and-modern-optimization-9781800610651","provider":"Book Curl","version":"1.0","type":"link"}