Dostál, Zdenek, Toraldo, Gerardo, Viola, Marco and Vlach, Oldrich (2018) Proportionality-Based Gradient Methods with Applications in Contact Mechanics. In: Third International Conference, HPCSE 2017, 22 - 25 May, 2017, Karolinka, Czech Republic. ISBN 1611-3349
Abstract
Two proportionality based gradient methods for the solution of large convex bound constrained quadratic programming problems, MPRGP (Modified Proportioning with Reduced Gradient Projections) and P2GP (Proportionality-based Two-phase Gradient Projection) are presented and applied to the solution of auxiliary problems in the inner loop of an augmented lagrangian algorithm called SMALBE (Semi-monotonic Augmented Lagrangian for Bound and Equality constraints). The SMALBE algorithm is used to generate the Lagrange multipliers for the equality constraints. The performance of the algorithms is tested on the solution of the discretized contact problems by means of TFETI (Total Finite Element Tearing and Interconnecting).
Metadata
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Event Type: | Conference |
| Refereed: | Yes |
| Uncontrolled Keywords: | QP optimization; Contact problems; P2GP; MPRGP |
| Subjects: | Mathematics Mathematics > Mathematical analysis |
| DCU Faculties and Centres: | DCU Faculties and Schools > Faculty of Science and Health DCU Faculties and Schools > Faculty of Science and Health > School of Mathematical Sciences |
| Published in: | High Performance Computing in Science and Engineering. Lecture Notes in Computer Science . ISBN 1611-3349 |
| Official URL: | https://link.springer.com/book/10.1007/978-3-319-9... |
| Copyright Information: | Authors |
| ID Code: | 31191 |
| Deposited On: | 11 Jul 2025 15:01 by Vidatum Academic . Last Modified 11 Jul 2025 15:01 |
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