A New Method for Multimedia Multicast Routing in a Large Scale Network
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
An Optimal Path Selection Algorithm for Static and Mobile Multicast Routing Problems
ICOIN '02 Revised Papers from the International Conference on Information Networking, Wireless Communications Technologies and Network Applications-Part I
A Genetic Algorithm for Steiner Tree Optimization with Multiple Constraints Using Prüfer Number
EurAsia-ICT '02 Proceedings of the First EurAsian Conference on Information and Communication Technology
Evolutionary and adaptive synthesis methods
Formal engineering design synthesis
Multicast routing with multiple constraints in high-speed networks based on genetic algorithms
ICCC '02 Proceedings of the 15th international conference on Computer communication
A novel algorithm for multimedia multicast routing in a large scale network
Journal of Systems and Software
Multiple Description Video Multicast in Wireless Ad Hoc Networks
BROADNETS '04 Proceedings of the First International Conference on Broadband Networks
Multiple description video multicast in wireless ad hoc networks
Mobile Networks and Applications - Special issue: Recent advances in wireless networking
Improving global numerical optimization using a search-space reduction algorithm
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Information Sciences: an International Journal
Energy-aware topology control for wireless sensor networks using memetic algorithms
Computer Communications
Genetic local search for multicast routing with pre-processing by logarithmic simulated annealing
Computers and Operations Research
Engineering Applications of Artificial Intelligence
Harmony search based algorithms for bandwidth-delay-constrained least-cost multicast routing
Computer Communications
Genetic algorithm for finding minimal cost light forest of multicast routing on WDM networks
Journal of Artificial Evolution and Applications - Regular issue
Research on anycast routing algorithm based on genetic algorithm
CISST'09 Proceedings of the 3rd WSEAS international conference on Circuits, systems, signal and telecommunications
An anycast routing algorithm based on genetic algorithm
WSEAS Transactions on Computers
Orthogonal immune algorithm with diversity-based selection for numerical optimization
Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation
Genetic algorithm for delay- and degree-constrained multimedia broadcasting on overlay networks
Computer Communications
Genetic algorithm for finding minimal cost light-forest of multicast routing on WDM networks
Artificial Intelligence Review
An orthogonal multi-objective evolutionary algorithm with lower-dimensional crossover
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
A clustering multi-objective evolutionary algorithm based on orthogonal and uniform design
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Expert Systems with Applications: An International Journal
Quantum-inspired evolutionary multicast algorithm
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
New factorial design theoretic crossover operator for parametrical problem
EuroGP'03 Proceedings of the 6th European conference on Genetic programming
Genetic algorithm-based QoS multicast routing for uncertainty in network parameters
APWeb'03 Proceedings of the 5th Asia-Pacific web conference on Web technologies and applications
Two-layer particle swarm optimization for unconstrained optimization problems
Applied Soft Computing
A tree-growth based ant colony algorithm for QoS multicast routing problem
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Enhancing the search ability of differential evolution through orthogonal crossover
Information Sciences: an International Journal
Fundamental matrix estimation by multiobjective genetic algorithm with Taguchi's method
Applied Soft Computing
Immune algorithm for qos multicast routing
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part II
Genetic algorithm based on the orthogonal design for multidimensional knapsack problems
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Intelligent particle swarm optimization in multi-objective problems
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Clone selection based multicast routing algorithm
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part III
Evaluation of crossover operator performance in genetic algorithms with binary representation
ICIC'11 Proceedings of the 7th international conference on Intelligent Computing: bio-inspired computing and applications
GA-based heuristic algorithms for bandwidth-delay-constrained least-cost multicast routing
Computer Communications
Bandwidth-delay-constrained least-cost multicast routing based on heuristic genetic algorithm
Computer Communications
Adaptive directed mutation for real-coded genetic algorithms
Applied Soft Computing
Adaptive tree-based P2P video streaming multicast system under high peer-churn rate
Journal of Visual Communication and Image Representation
Refining scheduling policies with genetic algorithms
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Adaptive cooperative particle swarm optimizer
Applied Intelligence
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Many multimedia communication applications require a source to send multimedia information to multiple destinations through a communication network. To support these applications, it is necessary to determine a multicast tree of minimal cost to connect the source node to the destination nodes subject to delay constraints on multimedia communication. This problem is known as multimedia multicast routing and has been proved to be NP-complete. The paper proposes an orthogonal genetic algorithm for multimedia multicast routing. Its salient feature is to incorporate an experimental design method called orthogonal design into the crossover operation. As a result, it can search the solution space in a statistically sound manner and it is well suited for parallel implementation and execution. We execute the orthogonal genetic algorithm to solve two sets of benchmark test problems. The results indicate that for practical problem sizes, the orthogonal genetic algorithm can find near optimal solutions within moderate numbers of generations