RT info:eu-repo/semantics/article
T1 Self-adaptive, multipopulation differential evolution in dynamic environments
A1 Novoa Hernández, Pavel
A1 Cruz Corona, Carlos
A1 Pelta, David A.
A2 Ingeniería Informática y de Sistemas
K1 Differential evolution
K1 Self-adaptation
K1 Dynamic environments
AB Thepresentworkproposesasimplebuteffective self-adaptive strategy to control the behaviour of a differential evolution (DE) based multipopulation algorithm for dynamic environments. Specifically, the proposed scheme is aimed to control the creation of random individuals by the self-adaptation of the involved parameter. An interaction scheme between random and conventional DE individuals is also proposed and analyzed. The conducted computational experimentsshowthatself-adaptationisprofitable,leadingto an algorithm that is as competitive as other efficient methods and able to beat the winner of the CEC 2009 competition on dynamic environments.
YR 2013
FD 2013
LK http://riull.ull.es/xmlui/handle/915/41324
UL http://riull.ull.es/xmlui/handle/915/41324
LA en
DS Repositorio institucional de la Universidad de La Laguna
RD 26-abr-2025