{"product_id":"9783031267895-introduction-to-methods-for-nonlinear-op","title":"Introduction to Methods for Nonlinear Optimization","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003eThis book has two main objectives:\u003cbr\u003e •  to provide a concise introduction to nonlinear optimization methods, which can be used as a textbook at a graduate or upper undergraduate level;\u003cbr\u003e •  to collect and organize selected important topics on optimization algorithms, not easily found in textbooks, which can provide material for advanced courses or can serve as a reference text for self-study and research.\u003cbr\u003e The basic material on unconstrained and constrained optimization is organized into two blocks of chapters: \u003cbr\u003e •   basic theory and optimality conditions\u003cbr\u003e •   unconstrained and constrained algorithms.\u003cbr\u003e These topics are treated in short chapters that contain the most important results in theory  and algorithms, in a way that, in the authors’ experience, is suitable for introductory courses.  \u003cbr\u003e A third block of chapters addresses methods that are of increasing interest for solving difficult optimization problems. Difficulty can be typically due to the high nonlinearity of the objective function, ill-conditioning of the Hessian matrix, lack of information on first-order derivatives, the need to solve large-scale problems. \u003cbr\u003e In the book various key subjects are addressed, including: exact penalty functions and exact augmented Lagrangian functions, non monotone methods, decomposition algorithms, derivative free methods for nonlinear equations and optimization problems.\u003cbr\u003e The appendices at the end of the book offer a review of the essential mathematical background, including an introduction to convex analysis that can make part of an introductory course.\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":40862741692513,"sku":"9783031267895","price":91.06,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_26880003.jpg?v=1721321497","url":"https:\/\/www.rarewaves.com\/products\/9783031267895-introduction-to-methods-for-nonlinear-op","provider":"Rarewaves.com","version":"1.0","type":"link"}