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Concepts from Tensor Analysis and Differential Geometry by Tracy Y Thomas Book PDF Summary

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; andmethods 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 particularbranches, such as optimal filtering and information compression. - Best operator approximation,- Non-Lagrange interpolation,- Generic Karhunen-Loeve transform- Generalised low-rank matrix approximation- Optimal data compression- Optimal nonlinear filtering

Detail Book of Concepts from Tensor Analysis and Differential Geometry by Tracy Y Thomas PDF

Concepts from Tensor Analysis and Differential Geometry by Tracy Y Thomas
  • Author : Anonim
  • Release : 01 April 2000
  • Publisher : Elsevier
  • ISBN : 9780080957784
  • Genre : Technology & Engineering
  • Total Page : 129 pages
  • Language : English
  • PDF File Size : 20,6 Mb

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