By Sabine Van Huffel, Joos Vandewalle
This can be the 1st publication committed fullyyt to overall least squares. The authors supply a unified presentation of the TLS challenge. an outline of its uncomplicated rules are given, many of the algebraic, statistical and sensitivity houses of the matter are mentioned, and generalizations are offered. purposes are surveyed to facilitate makes use of in an excellent wider variety 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 concept of user-friendly facts is needed of the reader; notwithstanding, a few history fabric is incorporated to make the publication kind of self-contained.