{"product_id":"9780898716689","title":"Introduction to Derivative-Free Optimization","description":"\u003cp\u003eThe absence of derivatives, often combined with the presence of noise or lack of smoothness, is a major challenge for optimization. This book explains how sampling and model techniques are used in derivative-free methods and how these methods are designed to efficiently and rigorously solve optimization problems. Although readily accessible to readers with a modest background in computational mathematics, it is also intended to be of interest to researchers in the field. Introduction to Derivative-Free Optimization is the first contemporary comprehensive treatment of optimization without derivatives. This book covers most of the relevant classes of algorithms from direct search to model-based approaches. It contains a comprehensive description of the sampling and modeling tools needed for derivative-free optimization; these tools allow the reader to better analyze the convergent properties of the algorithms and identify their differences and similarities.\u003c\/p\u003e","brand":"SIAM - SOCIETY FOR INDUSTRIAL AND APPLIED","offers":[{"title":"Default Title","offer_id":47436478545972,"sku":"9780898716689","price":210.0,"currency_code":"AUD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0651\/9390\/2132\/files\/9780898716689.jpg?v=1774739882","url":"https:\/\/woodslane.com.au\/products\/9780898716689","provider":"Woodslane","version":"1.0","type":"link"}