Empirical Evaluation Of Innovations In Interval Branch And Bound Algorithms For Nonlinear Systems (1994)
| Venue: | SIAM J. Sci. Comput |
| Citations: | 18 - 10 self |
BibTeX
@ARTICLE{Kearfott94empiricalevaluation,
author = {R. Baker Kearfott},
title = {Empirical Evaluation Of Innovations In Interval Branch And Bound Algorithms For Nonlinear Systems},
journal = {SIAM J. Sci. Comput},
year = {1994},
volume = {18},
pages = {574--594}
}
OpenURL
Abstract
. Interval branch and bound algorithms for finding all roots use a combination of a computational existence / uniqueness procedure and a tesselation process (generalized bisection). Such algorithms identify, with mathematical rigor, a set of boxes that contains unique roots and a second set within which all remaining roots must lie. Though each root is contained in a box in one of the sets, the second set may have several boxes in clusters near a single root. Thus, the output is of higher quality if there are relatively more boxes in the first set. In contrast to previously implemented similar techniques, a box expansion technique in this paper, based on using an approximate root finder, ffl-inflation and exact set complementation, decreases the size of the second set, increases the size of the first set, and never loses roots. In addition to the expansion technique, use of second-order extensions to eliminate small boxes that do not contain roots, and interval slopes versus interval d...







