{"product_id":"9781461265436","title":"Automatic Differentiation of Algorithms: From Simulation to Optimization","description":"\u003ch1\u003eAutomatic Differentiation of Algorithms: From Simulation to Optimization\u003c\/h1\u003e \u003ch2\u003eCorliss, George; Faure, Christele; Griewank, Andreas; Hascoet, Laurent; Naumann, Uwe\u003c\/h2\u003e \u003cp\u003eAutomatic Differentiation (AD) is a maturing computational technology and has become a mainstream tool used by practicing scientists and computer engineers. The rapid advance of hardware computing power and AD tools has enabled practitioners to quickly generate derivative-enhanced versions of their code for a broad range of applications in applied research and development.\u003cbr\u003eAutomatic Differentiation of Algorithms provides a comprehensive and authoritative survey of all recent developments, new techniques, and tools for AD use. The book covers all aspects of the subject: mathematics, scientific programming (i.e., use of adjoints in optimization) and implementation (i.e., memory management problems). A strong theme of the book is the relationships between AD tools and other software tools, such as compilers and parallelizers. A rich variety of significant applications are presented as well, including optimum-shape design problems, for which AD offers more efficient tools and techniques.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2014-01-27\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003e ISBN-10: 9781461265436\u003c\/p\u003e \u003cp\u003eISBN-13: 9781461265436\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4613-0075-5\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 432\u003c\/p\u003e ","brand":"Springer","offers":[{"title":"Default Title","offer_id":44341374058636,"sku":"9781461265436","price":49.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781461265436.jpg?v=1755043784","url":"https:\/\/lateknightbooks.com\/products\/9781461265436","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}