Bigi, Giancarlo and Frangioni, Antonio and Zhang, Qinghua (2007) Outer Approximation Algorithms for Canonical DC Problems. Technical Report del Dipartimento di Informatica . Università di Pisa, Pisa, IT.
![[img]](http://eprints.adm.unipi.it/style/images/fileicons/application_pdf.png) | PDF (GZip) - Published Version Available under License Creative Commons Attribution No Derivatives. Download (235Kb) |
Abstract
The paper discusses a general framework for outer approximation type algorithms for the canonical DC optimization problem. A thorough analysis of properties which guarantee convergence is carried out: different sets of general conditions are proposed and compared. They are exploited to build six different algorithms, which include the first cutting plane algorithm proposed by Tuy but also new ones. Approximate optimality conditions are introduced to guarantee the termination of the algorithms and the relationships with the global optimal value are discussed.
| Item Type: | Book |
|---|---|
| Uncontrolled Keywords: | DC problems, approximate optimality conditions, cutting plane algorithms |
| Subjects: | Area01 - Scienze matematiche e informatiche > INF/01 - Informatica |
| Divisions: | Dipartimenti (until 2012) > DIPARTIMENTO DI INFORMATICA |
| Depositing User: | dott.ssa Sandra Faita |
| Date Deposited: | 09 Dec 2014 13:12 |
| Last Modified: | 09 Dec 2014 13:12 |
| URI: | http://eprints.adm.unipi.it/id/eprint/2179 |
Repository staff only actions
| View Item |
