Download E-books The Total Least Squares Problem: Computational Aspects and Analysis (Frontiers in Applied Mathematics) PDF

By Sabine Van Huffel, Joos Vandewalle

This is often the 1st booklet committed fullyyt to overall least squares. The authors supply a unified presentation of the TLS challenge. an outline of its uncomplicated rules are given, a number of the algebraic, statistical and sensitivity houses of the matter are mentioned, and generalizations are awarded. functions are surveyed to facilitate makes use of in an excellent wider diversity of functions. every time attainable, comparability is made with the well known least squares tools. A easy wisdom of numerical linear algebra, matrix computations, and a few idea of effortless information is needed of the reader; in spite of the fact that, a few heritage fabric is integrated to make the publication quite self-contained.

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