A Globally Convergent Conjugate Gradient Method for Minimizing Self-Concordant Functions with Application to Constrained Optimisation Problems
| dc.contributor.author | Ji, Huibo | |
| dc.contributor.author | Huang , Minyi | |
| dc.contributor.author | Moore, John | |
| dc.contributor.author | Manton, Jonathan | |
| dc.coverage.spatial | New York USA | |
| dc.date.accessioned | 2015-12-10T21:53:31Z | |
| dc.date.created | July 11-13 2007 | |
| dc.date.issued | 2007 | |
| dc.date.updated | 2015-12-09T07:18:43Z | |
| dc.description.abstract | Self-concordant functions are a special class of convex functions introduced by Nesterov and Nemirovskii and used in interior point methods. This paper proposes a damped conjugate gradient method for optimization of self-concordant functions. This method | |
| dc.identifier.isbn | 1424409896 | |
| dc.identifier.uri | http://hdl.handle.net/1885/38547 | |
| dc.publisher | Institute of Electrical and Electronics Engineers (IEEE Inc) | |
| dc.relation.ispartofseries | American Control Conference 2007 | |
| dc.source | Proceedings of the 2007 American Control Conference | |
| dc.subject | Keywords: Applied (CO); Conjugate gradient (CG); Constrained quadratic optimization; Convex (conjugate , recession , affine , polyhedral , support) function; Global minimum (GM); Interior Point Methods (IPM); Optimisation; Self-concordant functions; Special class; | |
| dc.title | A Globally Convergent Conjugate Gradient Method for Minimizing Self-Concordant Functions with Application to Constrained Optimisation Problems | |
| dc.type | Conference paper | |
| local.bibliographicCitation.lastpage | 545 | |
| local.bibliographicCitation.startpage | 540 | |
| local.contributor.affiliation | Ji, Huibo, College of Engineering and Computer Science, ANU | |
| local.contributor.affiliation | Huang , Minyi , College of Engineering and Computer Science, ANU | |
| local.contributor.affiliation | Moore, John, College of Engineering and Computer Science, ANU | |
| local.contributor.affiliation | Manton, Jonathan, College of Engineering and Computer Science, ANU | |
| local.contributor.authoruid | Ji, Huibo, u2507388 | |
| local.contributor.authoruid | Huang , Minyi , u4336982 | |
| local.contributor.authoruid | Moore, John, u8202879 | |
| local.contributor.authoruid | Manton, Jonathan, u4247300 | |
| local.description.embargo | 2037-12-31 | |
| local.description.notes | Imported from ARIES | |
| local.description.refereed | Yes | |
| local.identifier.absfor | 010303 - Optimisation | |
| local.identifier.ariespublication | u3357961xPUB163 | |
| local.identifier.doi | 10.1109/ACC.2007.4282797 | |
| local.identifier.scopusID | 2-s2.0-46449111835 | |
| local.type.status | Published Version |