{"product_id":"9780444530448","title":"Computational Methods for Modeling of Nonlinear Systems by Anatoli Torokhti and Phil Howlett","description":"In 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.  As 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.","brand":"Anatoli Torokhti, Phil Howlett","offers":[{"title":"Default Title","offer_id":45775330902334,"sku":"9780444530448","price":0.0,"currency_code":"ZAR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4357\/7662\/products\/9780444530448_c5738776-7318-4d82-b789-d115af8c50c2.jpg?v=1707255695","url":"https:\/\/exclusivebooks.co.za\/products\/9780444530448","provider":"Exclusive Books Online","version":"1.0","type":"link"}