Title :
Cognitive genetic algorithms to design impairment-aware virtual topologies in optical networks
Author :
Fernández, N. ; Durán, R.J. ; de Miguel, I. ; Aguado, J.C. ; Jiménez, T. ; Angelou, M. ; Sánchez, D. ; Fernández, P. ; Merayo, N. ; Atallah, N. ; Lorenzo, R.M. ; Tomkos, I. ; Abril, E.J.
Author_Institution :
ETSI de Telecomun., Univ. of Valladolid, Valladolid, Spain
Abstract :
This paper demonstrates the advantages of using cognition when solving impairment-aware virtual topology design problems. Two new multiobjective cognitive genetic algorithms are presented and a performance comparison between them and a non-cognitive method is shown.
Keywords :
genetic algorithms; optical communication; telecommunication network topology; impairment-aware virtual topologies; multiobjective cognitive genetic algorithms; optical networks; Algorithm design and analysis; Cognition; Genetic algorithms; Network topology; Optical fiber networks; Q factor; Topology;
Conference_Titel :
Optical Fiber Communication Conference and Exposition (OFC/NFOEC), 2012 and the National Fiber Optic Engineers Conference
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4673-0262-3
