Repository logo
Log in(current)
Repository logoMIT Open ScholarshipDSpace@MIT
  1. Home
  2. Computer Science and Artificial Intelligence Lab (CSAIL)
  3. Artificial Intelligence Lab Publications
  4. AI Memos (1959 - 2004)
  5. Three Cuts for Accelerated Interval Propagation

Three Cuts for Accelerated Interval Propagation

Thumbnail Image
Download
Name

AIM-1542.pdf

Size

302.79 KB

Format

Adobe PDF

Checksum (MD5)

c3b119ad931af7cbd5a93039f557652c

Thumbnail Image
Download
Name

AIM-1542.ps

Size

170.84 KB

Format

PostScript

Checksum (MD5)

f8dd4505e4d941100721c364c8d82289

Author(s)
McAllester, D.
•
Henlenryck, P. Van
•
Kapur, T.
Date Issued
May 1, 1995
Series/Report no.
AIM-1542
Abstract
This paper addresses the problem of nonlinear multivariate root finding. In an earlier paper we described a system called Newton which finds roots of systems of nonlinear equations using refinements of interval methods. The refinements are inspired by AI constraint propagation techniques. Newton is competative with continuation methods on most benchmarks and can handle a variety of cases that are infeasible for continuation methods. This paper presents three "cuts" which we believe capture the essential theoretical ideas behind the success of Newton. This paper describes the cuts in a concise and abstract manner which, we believe, makes the theoretical content of our work more apparent. Any implementation will need to adopt some heuristic control mechanism. Heuristic control of the cuts is only briefly discussed here.
Persistent DSpace Link
http://hdl.handle.net/1721.1/6642
Repository logo
PrivacyPermissionsAccessibilityContact us
Repository logo
Notify us about copyright concerns.