{"product_id":"9780898716214","title":"Real-Time PDE-Constrained Optimization: Computational Science and Engineering 3","description":"Many engineering and scientific problems in design, control, and parameter estimation can be formulated as optimization problems that are governed by partial differential equations (PDEs). The complexities of the PDEs - and the requirement for rapid solution - pose significant difficulties. A particularly challenging class of PDE-constrained optimization problems is characterized by the need for real-time solution, i.e., in time scales that are sufficiently rapid to support simulation-based decision making. Real-Time PDE-Constrained Optimization, the first book devoted to real-time optimization for systems governed by PDEs, focuses on new formulations, methods, and algorithms needed to facilitate real-time, PDE-constrained optimization. In addition to presenting state-of-the-art algorithms and formulations, the text illustrates these algorithms with a diverse set of applications that includes problems in the areas of aerodynamics, biology, fluid dynamics, medicine, chemical processes, homeland security, and structural dynamics.","brand":"SIAM","offers":[{"title":"Default Title","offer_id":47019884314864,"sku":"9780898716214","price":99.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780898716214_p0.jpg?v=1763866493","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780898716214","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}