{"product_id":"derivative-free-and-blackbox-optimization-von-charles-audet-warren-hare","title":"Derivative-Free and Blackbox Optimization","description":"\n                                \n                \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. \u003c\/p\u003e\n                                \n                \u003cp\u003eThe 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.\u003c\/p\u003e\n                                \n                \u003cp\u003e \u003c\/p\u003e\n                                \n                \u003cp\u003eEnd 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\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319886800\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783319689128\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783319886800","offer_id":39608611242077,"sku":"9783319886800","price":69.54,"currency_code":"EUR","in_stock":true},{"title":"Hardcover - 9783319689128","offer_id":51519096646,"sku":"9783319689128","price":96.29,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/23c78dd3-802e-4719-9bca-a71b71c0282d.jpg?v=1772085010","url":"https:\/\/shop.autorenwelt.de\/en\/products\/derivative-free-and-blackbox-optimization-von-charles-audet-warren-hare","provider":"Autorenwelt Shop","version":"1.0","type":"link"}