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

By Sabine Van Huffel, Joos Vandewalle

This can be the 1st booklet committed solely to overall least squares. The authors provide a unified presentation of the TLS challenge. an outline of its simple rules are given, many of the algebraic, statistical and sensitivity houses of the matter are mentioned, and generalizations are provided. purposes are surveyed to facilitate makes use of in a fair wider variety of purposes. every time attainable, comparability is made with the well known least squares tools. A uncomplicated wisdom of numerical linear algebra, matrix computations, and a few thought of uncomplicated facts is needed of the reader; although, a few history fabric is integrated to make the e-book kind of self-contained.

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