{"product_id":"9780080475387","title":"Computational Methods for Modeling of Nonlinear Systems by Anatoli Torokhti and Phil Howlett","description":"\u003cp\u003eIn this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation; methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; and methods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory.\u003c\/p\u003e \u003cp\u003eAs a result, the book represents a blend of new methods in general computational analysis, and specific, but also generic, techniques for study of systems theory ant its particular branches, such as optimal filtering and information compression.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBest operator approximation\u003c\/li\u003e\n\u003cli\u003eNon-Lagrange interpolation\u003c\/li\u003e\n\u003cli\u003eGeneric Karhunen-Loeve transform\u003c\/li\u003e\n\u003cli\u003eGeneralised low-rank matrix approximation\u003c\/li\u003e\n\u003cli\u003eOptimal data compression\u003c\/li\u003e\n\u003cli\u003eOptimal nonlinear filtering\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"Elsevier Science","offers":[{"title":"Default Title","offer_id":47119643574512,"sku":"9780080475387","price":160.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9780080475387_p0.jpg?v=1763638541","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9780080475387","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}