{"product_id":"computational-methods-for-modeling-of-nonlinear-systems-by-anatoli-torokhti-and-phil-howlett-9780444530448","title":"Computational Methods for Modeling of Nonlinear Systems by Anatoli Torokhti and Phil Howlett","description":"\u003cp\u003e • Author(s): Anatoli Torokhti\u003cbr\u003e • Publisher: Elsevier Science\u003cbr\u003e • Publisher Imprint: Elsevier Science\u003cbr\u003e • BISAC: Mathematical Analysis\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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","brand":"Elsevier Science","offers":[{"title":"Hardcover","offer_id":45310200283287,"sku":"9780444530448","price":10143.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780444530448.webp?v=1769287293","url":"https:\/\/atlanticbooks.com\/products\/computational-methods-for-modeling-of-nonlinear-systems-by-anatoli-torokhti-and-phil-howlett-9780444530448","provider":"Atlantic Books","version":"1.0","type":"link"}