DC programming and DCA for solving some classes of problems in transportation and communication systemes
type: Dataset
description: In this thesis, we focus on developing deterministic and heuristic approaches for solving some classes of optimization problems in Telecommunication and Mobility & Transport domain: Routing problems, Car pooloing problems, Power control problems in wireless network, Optimal spectrum balancing problems in DSL networks. They are large-scale nonconvex optimization problems. Our methodologies are focus on DC programming and DCA, Proximal decomposition method and Labeling method in graph theory. They are well-known as powerful tools in optimization. The considered problems were reformulated using the DC formulation/reformulation and exact penalty techniques and the DCA was used to obtain the solution. Also, depending on the structure of considered problems, we can provide appropriate DE decompositions or good initial points for DCA. All these proposed methods have been implemented with MATLAB, C/C++ to confirm the practical aspects and enhance our research works.
landing page: https://theses.hal.science/tel-00776219
identifier: NNT: 2012ISAM0012
keyword: car-pooling-problems
keyword: dc-programming-and-dca
keyword: infoeu-reposemanticsdoctoralthesis
keyword: infoinfo-ohcomputer-science-csother-csoh
keyword: labeling-algorithms-in-graph-theory
keyword: methode-de-decomposition-proximale
keyword: methode-detiquetage-des-graphes
keyword: optimal-spectrum-balancing-problems
keyword: power-control-problems
keyword: problemes-de-controle-de-lalimentation
keyword: problemes-de-covoiturage
keyword: problemes-de-routage
keyword: problemes-dequilibrage-du-spectre
keyword: programmation-dc-et-dca
keyword: proximal-decomposition-method
keyword: routing-problems
keyword: theses
issued: 2026-05-15T07:06:29.916216
modified: 2026-05-15T07:06:29.916223
language: en
contact point: Organization
  fn: CCSD

test_moissonnage_selune
type: Agent

DC programming and DCA for solving some classes of problems in transportation and communication systemes
type: Distribution
format: HTML
access URL: https://theses.hal.science/tel-00776219
issued: 2026-05-15T07:06:29.977420
modified: 2026-05-15T07:06:29.858378