{"product_id":"derivative-free-and-blackbox-optimization-9783319689135","title":"Derivative-Free and Blackbox Optimization","description":"\u003cp\u003eThis book is designed as a textbook, suitable for self-learning or for teaching an upper-year university course on derivative-free and blackbox optimization.  The book is split into 5 parts and is designed to be modular; any individual part depends only on the material in Part I.  Part I of the book discusses what is meant by Derivative-Free and Blackbox Optimization, provides background material, and early basics while Part II focuses on heuristic methods (Genetic Algorithms and Nelder-Mead).  Part III presents direct search methods (Generalized Pattern Search and Mesh Adaptive Direct Search) and Part IV focuses on model-based methods (Simplex Gradient and Trust Region).  Part V discusses dealing with constraints, using surrogates, and bi-objective optimization. End of chapter exercises are included throughout as well as 15 end of chapter projects and over 40 figures.  Benchmarking techniques are also presented in the appendix.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":52912055255319,"sku":null,"price":7422.41,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9783319689135.jpg?v=1781503464","url":"https:\/\/payment.letskitaboo.com\/products\/derivative-free-and-blackbox-optimization-9783319689135","provider":"Kitaboo One eStore","version":"1.0","type":"link"}