{"product_id":"automatic-differentiation-of-algorithms-from-simulation-to-optimization-von-george-corliss-christele-faure-andreas-griewank-laurent-hascoet-uwe-naumann-hrsg","title":"Automatic Differentiation of Algorithms","description":"Automatic 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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781461265436\"\u003e\u003ch3\u003eFrom Simulation to Optimization\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9781461265436","offer_id":39415036248157,"sku":"9781461265436","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/8b5d4fc5-31bb-4778-b826-037cec653775.jpg?v=1757045883","url":"https:\/\/shop.autorenwelt.de\/products\/automatic-differentiation-of-algorithms-from-simulation-to-optimization-von-george-corliss-christele-faure-andreas-griewank-laurent-hascoet-uwe-naumann-hrsg","provider":"Autorenwelt Shop","version":"1.0","type":"link"}