Multipoint communication by hierarchically encoded data
IEEE INFOCOM '92 Proceedings of the eleventh annual joint conference of the IEEE computer and communications societies on One world through communications (Vol. 3)
Multicast routing for multimedia communication
IEEE/ACM Transactions on Networking (TON)
SIGCOMM '93 Conference proceedings on Communications architectures, protocols and applications
Multicast routing extensions for OSPF
Communications of the ACM
An architecture for wide-area multicast routing
SIGCOMM '94 Proceedings of the conference on Communications architectures, protocols and applications
Probability, stochastic processes, and queueing theory: the mathematics of computer performance modeling
Building shared trees using a one-to-many joining mechanism
ACM SIGCOMM Computer Communication Review
Quality of service based routing: a performance perspective
Proceedings of the ACM SIGCOMM '98 conference on Applications, technologies, architectures, and protocols for computer communication
QoS routing in networks with uncertain parameters
IEEE/ACM Transactions on Networking (TON)
IEEE/ACM Transactions on Networking (TON)
QoS routing in networks with inaccurate information: theory and algorithms
IEEE/ACM Transactions on Networking (TON)
IP multicast channels: EXPRESS support for large-scale single-source applications
Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
A new distributed route selection approach for channel establishment in real-time networks
IEEE/ACM Transactions on Networking (TON)
Mobile multicasting in wireless ATM networks
Mobile Networks and Applications
MobiCast: a multicast scheme for wireless networks
Mobile Networks and Applications
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Performance Modelling of Communication Networks and Computer Architectures (International Computer S
Performance Modelling of Communication Networks and Computer Architectures (International Computer S
NETWORKING '02 Proceedings of the Second International IFIP-TC6 Networking Conference on Networking Technologies, Services, and Protocols; Performance of Computer and Communication Networks; and Mobile and Wireless Communications
Cost, Delay, and Delay Variation Conscious Multicast Routing
Cost, Delay, and Delay Variation Conscious Multicast Routing
Theory, Volume 1, Queueing Systems
Theory, Volume 1, Queueing Systems
Muiltiobjective optimization using nondominated sorting in genetic algorithms
Evolutionary Computation
IP multicast extensions for mobile internetworking
INFOCOM'96 Proceedings of the Fifteenth annual joint conference of the IEEE computer and communications societies conference on The conference on computer communications - Volume 1
RSVP and integrated services in the Internet: a tutorial
IEEE Communications Magazine
Quality-of-service routing for supporting multimedia applications
IEEE Journal on Selected Areas in Communications
Multipoint communication: a survey of protocols, functions, and mechanisms
IEEE Journal on Selected Areas in Communications
IEEE Journal on Selected Areas in Communications
Optimizing parameters of a mobile ad hoc network protocol with a genetic algorithm
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A multitree approach for multicast routing
LANC '05 Proceedings of the 3rd international IFIP/ACM Latin American conference on Networking
Multi-objective optimization scheme for multicast flows: a survey, a model and a MOEA solution
LANC '05 Proceedings of the 3rd international IFIP/ACM Latin American conference on Networking
Stability-based multi-objective clustering in mobile ad hoc networks
QShine '06 Proceedings of the 3rd international conference on Quality of service in heterogeneous wired/wireless networks
Genetic local search for multicast routing with pre-processing by logarithmic simulated annealing
Computers and Operations Research
Survivable and delay-guaranteed backbone wireless mesh network design
Journal of Parallel and Distributed Computing
Genetic algorithm for finding minimal cost light forest of multicast routing on WDM networks
Journal of Artificial Evolution and Applications - Regular issue
Pervasive and Mobile Computing
Genetic algorithm for finding minimal cost light-forest of multicast routing on WDM networks
Artificial Intelligence Review
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Generalized multiobjective multitree model solution using MOEA
EC'05 Proceedings of the 6th WSEAS international conference on Evolutionary computing
QPSO-Based qos multicast routing algorithm
SEAL'06 Proceedings of the 6th international conference on Simulated Evolution And Learning
QoS multicast routing based on particle swarm optimization
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
A hybrid nature-inspired optimizer for wireless mesh networks design
Computer Communications
APNOMS'07 Proceedings of the 10th Asia-Pacific conference on Network Operations and Management Symposium: managing next generation networks and services
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With the increasing demand for real-time services in next generation wireless networks, quality-of-service (QoS) based routing offers significant challenges. Multimedia applications, such as video conferencing or real-time streaming of stock quotes, require strict QoS guarantee on bandwidth and delay parameters while communicating among multiple hosts. These applications give rise to the need for efficient multicast routing protocols, which will be able to determine multicast routes that satisfy different QoS constraints simultaneously. However, designing such protocols for optimizing multiple objectives, is computationally intractable. Precisely, discovering optimal multicast routes is an NP-hard problem when the network state information is inaccurate - a common scenario in wireless networks. Based on the multi-objective genetic algorithm (MOGA), in this paper we propose a QoS-based mobile multicast routing protocol (QM2RP) that determines near-optimal routes on demand. Our protocol attempts to optimize multiple QoS parameters, namely end-to-end delay, bandwidth requirements, and residual bandwidth utilization. Furthermore, it is fast and efficient in tackling dynamic multicast group membership information arising due to user mobility in wireless cellular networks. Simulation results demonstrate that the proposed protocol is capable of discovering a set of QoS-based, near-optimal multicast routes within a few iterations, even with imprecise network information. Among these routes one can choose the best possible one depending on the specified QoS requirements. The protocol is also scalable and yields lower multicast call-blocking rates for dynamic multicast group size in large networks.