TY - GEN
T1 - Dynamic selection of migration flows in island model differential evolution
AU - Lopes, Rodolfo A.
AU - Silva, Rodrigo C. Pedrosa
AU - Campelo, Felipe
AU - Guimarães, Frederico G.
PY - 2013
Y1 - 2013
N2 - In this paper, a new approach to the topology configuration problem in the Island Model (IM) is proposed. The mechanism proposed works with a pool of candidates for migration and the choice of immigrants is performed using the usual selection techniques of evolutionary algorithms. Computational tests on IM versions of the Differential Evolution show positive effects of the proposed approach in terms of the number of function evaluations required for convergence.
AB - In this paper, a new approach to the topology configuration problem in the Island Model (IM) is proposed. The mechanism proposed works with a pool of candidates for migration and the choice of immigrants is performed using the usual selection techniques of evolutionary algorithms. Computational tests on IM versions of the Differential Evolution show positive effects of the proposed approach in terms of the number of function evaluations required for convergence.
UR - https://dl.acm.org/citation.cfm?doid=2464576.2464662
U2 - 10.1145/2464576.2464662
DO - 10.1145/2464576.2464662
M3 - Conference publication
SN - 9781450319645
SP - 173
EP - 174
BT - Proceeding of the Genetic and Evolutionary Computation Conference - GECCO '13
PB - ACM
ER -