Title :
Optimization of the throughput of computer network based on Transplant Evolution
Author :
Rukovansky, I. ; Weisser, R.
Author_Institution :
Eur. Polytech. Inst. KunoviceKunovice, Kunovice, Czech Republic
Abstract :
This paper describes the application of Two-Level Transplant Evolution (TE) in computer network optimization. TE combines Grammatical Evolution (on the genotype level) with Genetic Programming (tree structures on the phenotype level). To increase the efficiency of Transplant Evolution (TE) the parallel Differential Evolution was added.
Keywords :
computer network management; computer network performance evaluation; genetic algorithms; tree searching; computer network optimization; computer network throughput; genetic programming; grammatical evolution; parallel differential evolution; phenotype level; tree structures; two-level transplant evolution; Biological cells; Biological systems; Computer networks; Evolution (biology); Grammar; Optimization; Throughput; computer network; optimization of throughput; two-level trans- plant evolution;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-180-9
DOI :
10.1109/FSKD.2011.6020030
