Title :
Solving Many to many multicast QoS routing problem using DCA and proximal decomposition technique
Author :
Son, Ta Anh ; Tao, Pham Dinh ; An, Le Thi Hoai ; Khadraoui, Djamel
Author_Institution :
CRP Henri Tudor, Luxembourg City, Luxembourg
fDate :
Jan. 30 2012-Feb. 2 2012
Abstract :
MULTICAST gives an efficient way to transfer data from a source to all the member of a multicast group. The Multicast Quality of Service (QoS) routing problem consists in finding a set of paths from a source node to its multicast group satisfying the QoS requirements. This problem is known as one of the key problems in network optimization field. In this paper, we consider an extension of Multicast QoS routing problem called Many to many Multicast QoS routing problems, which problem deals with routing from multi-source nodes to multi-destination node sets satisfying the QoS constraints. It is a nonconvex program with a huge number of constraints problem. They are all NP-complete. We first formulate it as Concave Quadratic Program (CQP) and Binary Integer Linear Program (BILP) and then based on DC (Difference of Convex functions) programming and DCA (DC Algorithms), this paper aims to investigate a new algorithm for solving Many to many multicast QoS routing problems. To handle the large number of constraints, we introduce the proximal decomposition technique in DCA to tackle convex subprograms at each iteration. Preliminary numerical simulations are reported to show the efficiency of our customized DCA and the quality of computed solutions.
Keywords :
communication complexity; integer programming; linear programming; numerical analysis; quality of service; telecommunication network routing; BILP; CQP; DC programming; DCA; NP-complete; QoS constraints; QoS routing problem; binary integer linear international program; concave quadratic program; difference of convex functions; multicast quality of service; numerical simulations; proximal decomposition technique; Convex functions; Electronic mail; Optimization; Programming; Quality of service; Routing; Vectors; Binary Integer Linear Programming (BILP); DC Algorithm; DC programming; Exact Penalty; Many to Many multicast QoS routing; Multicast QoS routing;
Conference_Titel :
Computing, Networking and Communications (ICNC), 2012 International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-0008-7
Electronic_ISBN :
978-1-4673-0723-9
DOI :
10.1109/ICCNC.2012.6167536