On the Design of the Arithmetic Unit of a Fixed-Word-Length Computer from the Standpoint of Computational Accuracy
Robert Todd Gregory · IEEE Transactions on Electronic Computers · 1966
It is proposed that possibly the best criterion for judging the arithmetic unit of any modern high-speed computer is its ability to compute d=(a1b1+ a2b2+ ... +anbn)/ c ``accurately'' in the sense of J. H. Wilkinson. Here d, c, and ai, bifor i = 1, 2, ... , n, are assumed to be single-length numbers. However, the ability to retain each product aibidouble-length is desirable for high accuracy. For example, in fixed-point arithmetic d can be computed subject to only one rounding error in computers which possess a double-length accumulator that has the ability to sum the double-length products aibiand to divide the double-length dividend (a1b1+a2b2+ ... +anbn) by the single-length divisor c, yielding a properly rounded quotient d. (Equally good results can be achieved in floating-point.) Several numerical examples are given which show the remarkable improvement in the accuracy of computed results in machines which pass this test. The need for a long-word-length is stressed, along with the need for both rounded and unrounded fixed-point and floating-point arithmetic.