TY - JOUR
T1 - Adaptive intelligence - Essential aspects
T2 - (This is an extended version of the article presented on the International Conference on Automatics and Informatics 2009.)
AU - Penev, Kalin
N1 - Publisher: Bulgarian Academy of Sciences
PY - 2009
Y1 - 2009
N2 - The article discusses essential aspects of Adaptive Intelligence. Experimental results on optimisation of global test functions by Free Search, Differential Evolution, and Particle Swarm Optimisation clarify how these methods can adapt to multi-modal landscape and space dominated by sub-optimal regions, without supervisors? control. In addition Free Search separately is evaluated on hard constraint global optimisation problem with unknown solution. It illustrates Free Search abilities for adaptation to unknown space. The achieved results are compared and analysed.
AB - The article discusses essential aspects of Adaptive Intelligence. Experimental results on optimisation of global test functions by Free Search, Differential Evolution, and Particle Swarm Optimisation clarify how these methods can adapt to multi-modal landscape and space dominated by sub-optimal regions, without supervisors? control. In addition Free Search separately is evaluated on hard constraint global optimisation problem with unknown solution. It illustrates Free Search abilities for adaptation to unknown space. The achieved results are compared and analysed.
M3 - Article
VL - VII
SP - 8
EP - 17
JO - Information Technologies and Control
JF - Information Technologies and Control
IS - 4
ER -