Lecture Notes in Operations Research and Mathematical Systems, Economics, Computer Science, Information and Control, 37
CONTENTS NOTE
Text of Note
I. Introduction.- II. The Examples.- III. The Programs.- IV. The Increase and Cumulation of Round-Off Errors.- V. The Use of Easily Computed Checks as a Trigger for Error Elimination.- VI. The Zero-Check for Eliminating Non-Significant Elements.- VII. "Ill-Conditioned" Vertices.- VIII. Some General Remarks.- IX. Acknowledgment.- References.
SUMMARY OR ABSTRACT
Text of Note
Due to the limited number of digits or bits per storage location in electronic computers, round-off errors arise during arithmetic operations. Depending upon the kind of operation, the structure of the data, and the skillfulness of the program, these errors increase and spread out more or less quickly during a continued computation process in which the computed data affected by errors are themselves used for generating new data. The purpose of this investigation was to learn about the increase of round-off errors in linear programming procedures. Less attention was paid to the theory of round-off errors or to the effectiveness of error elimination procedures. In regard to these questions the results of in vestigations which have been made on round-off errors in a more general context dealing with matrix inversion and eigenvalue problems could be used for the purposes of this paper. The emphasis of this investigation lay rather on studying the behavior of typical linear programming problems from the pOint of view of error cumulation.