%0 Journal Article %1 Dubreuil:2006:SMC %A Dubreuil, Marc %A Gagne, Christian %A Parizeau, Marc %D 2006 %J IEEE Transactions on Systems, Man, and Cybernetics: Part B - Cybernetics %K Architecture, BEAGLE, C++ Computations, Distributed Evolutionary Master-Slave algorithms, area client-server clusters, computation, distributed evolutionary framework, genetic language, local networks programming, systems, workstation %N 1 %P 229--235 %R doi:10.1109/TSMCB.2005.856724 %T Analysis of a Master-Slave Architecture for Distributed Evolutionary Computations %U http://vision.gel.ulaval.ca/~parizeau/Publications/SMC06.pdf %V 36 %X a new mathematical model of the master-slave architecture for distributed evolutionary computations (EC). This model is validated using a concrete implementation based on the Distributed BEAGLE C++ framework. Results show that contrary to (current) popular belief, master-slave architectures are able to scale well over local area networks of workstations using off-the-shelf networking equipment. The main properties of the master-slave are also compared with those of the more mainstream island-model.

@article{Dubreuil:2006:SMC, abstract = {a new mathematical model of the master-slave architecture for distributed evolutionary computations (EC). This model is validated using a concrete implementation based on the Distributed BEAGLE C++ framework. Results show that contrary to (current) popular belief, master-slave architectures are able to scale well over local area networks of workstations using off-the-shelf networking equipment. The main properties of the master-slave are also compared with those of the more mainstream island-model.}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Dubreuil, Marc and Gagne, Christian and Parizeau, Marc}, biburl = {https://www.bibsonomy.org/bibtex/2b8770c2448df23a91209340067afc2b2/brazovayeye}, doi = {doi:10.1109/TSMCB.2005.856724}, interhash = {a5e9ccf2c73d326980da5c52c5cb08e1}, intrahash = {b8770c2448df23a91209340067afc2b2}, issn = {1083-4419}, journal = {IEEE Transactions on Systems, Man, and Cybernetics: Part B - Cybernetics}, keywords = {Architecture, BEAGLE, C++ Computations, Distributed Evolutionary Master-Slave algorithms, area client-server clusters, computation, distributed evolutionary framework, genetic language, local networks programming, systems, workstation}, month = {February}, number = 1, pages = {229--235}, size = {7 pages}, timestamp = {2008-06-19T17:38:58.000+0200}, title = {Analysis of a Master-Slave Architecture for Distributed Evolutionary Computations}, url = {http://vision.gel.ulaval.ca/~parizeau/Publications/SMC06.pdf}, volume = 36, year = 2006 }