"\u0160norek, Miroslav" . "414925" . . "Proceedings of the 6th EUROSIM Congress on Modelling and Simulation" . . "Continual Evolution Algorithm for Building of ANN-based Models" . "[DDA9CB7F2E1D]" . . "RIV/68407700:21230/07:03133039!RIV08-MSM-21230___" . . "Vienna" . "The Continual Evolution Algorithm (CEA) for building of models is presented in this paper. We chose an artificial neural networks (ANN) based models in our applications to show properties of CEA algorithm. During CEA evolution process a continual (in time) gradient learning algorithm is combined with a classical genetic (evolutionary) approach. Thus in this application a structure of models is constructed separately from particular parameters optimization in such models (e.g. weights in neural networks). These two optimizations are running at the same time but using different methods."@en . "Vytv\u00E1\u0159en\u00ED model\u016F zalo\u017Een\u00FDch na neuronov\u00FDch s\u00EDt\u00EDch pomoc\u00ED algoritmu kontinu\u00E1ln\u00ED evoluce"@cs . "Continual Evolution Algorithm for Building of ANN-based Models"@en . "10"^^ . . "The Continual Evolution Algorithm (CEA) for building of models is presented in this paper. We chose an artificial neural networks (ANN) based models in our applications to show properties of CEA algorithm. During CEA evolution process a continual (in time) gradient learning algorithm is combined with a classical genetic (evolutionary) approach. Thus in this application a structure of models is constructed separately from particular parameters optimization in such models (e.g. weights in neural networks). These two optimizations are running at the same time but using different methods." . "V tomto \u010Dl\u00E1nku je prezentov\u00E1n algoritmus kontinu\u00E1ln\u00ED evoluce (CEA) pro tvorbu model\u016F. Pro uk\u00E1zku vlastnost\u00ED algoritmu jsme zvolili modely zalo\u017Een\u00E9 na um\u011Bl\u00FDch neuronov\u00FDch s\u00EDt\u00EDch. V algoritmu CEA je v procesu evoluce kombinov\u00E1n kontinu\u00E1ln\u00ED (v \u010Dase) gradientn\u00ED u\u010Dic\u00ED algoritmus a klasick\u00FDm genetick\u00FDm (evolu\u010Dn\u00EDm) p\u0159\u00EDstupem. Proces optimalizace struktury modelu prob\u00EDh\u00E1 \u010D\u00E1ste\u010Dn\u011B odd\u011Blen\u011B od procesu optimalizace konkr\u00E9tn\u00EDch parametr\u016F s\u00EDt\u011B. Ob\u011B tyto optimalizac jsou prov\u00E1d\u011Bny sou\u010Dasn\u011B, ale za pomoci jin\u00FDch metod."@cs . . "Vytv\u00E1\u0159en\u00ED model\u016F zalo\u017Een\u00FDch na neuronov\u00FDch s\u00EDt\u00EDch pomoc\u00ED algoritmu kontinu\u00E1ln\u00ED evoluce"@cs . "21230" . . "2"^^ . . "Continual Evolution Algorithm for Building of ANN-based Models"@en . "2"^^ . "978-3-901608-32-2" . "Ljubljana" . . "continual evolution algorithm; genetic algorithm; neural networks"@en . . . . "2007-09-09+02:00"^^ . . "Continual Evolution Algorithm for Building of ANN-based Models" . . "ARGESIM" . . "Z(MSM6840770012)" . "Ne\u010D\u00EDslov\u00E1no" . . "RIV/68407700:21230/07:03133039" . "Buk, Zden\u011Bk" . .