. "RIV/68407700:21260/11:00185769" . . . "21260" . "RIV/68407700:21260/11:00185769!RIV12-MSM-21260___" . . "Brandejsk\u00FD, Tom\u00E1\u0161" . "Multi-layered evolutionary system suitable to symbolic model regression" . . . "Z(MSM6840770043)" . "[735128EC1EF2]" . . . . . "Praha" . . . . "Proceedings of the NAUN/IEEE.AM International Conferences" . "4"^^ . "Multi-layered evolutionary system suitable to symbolic model regression"@en . . "Presented paper deals with description of multilayered evolutionary system optimized to symbolic regression of difficult systems like e.g. deterministic chaos ones. This paper starts with brief introduction of previous works and ideas. Then the structure of Genetic Programmiing Algorithm - Evolutionary Strategu hybrid system is described and analyzed including such problems as suitability to parallel implementation, optimal set of building blocks, or initial population generating rules. GPA-ES combines GPA to model development with ES used for model parameter identification. Such hybrid system eliminates many weakness of standard GPA. The paper ends with examples of GPA-ES application."@en . . "214254" . "Genetic Algorithm; Genetic Programming Alggorithm; Evolutionary Strategy; Symbolic Regression; Model Development"@en . "978-1-61804-038-1" . . "Multi-layered evolutionary system suitable to symbolic model regression" . "Athens" . "Multi-layered evolutionary system suitable to symbolic model regression"@en . "1"^^ . "Presented paper deals with description of multilayered evolutionary system optimized to symbolic regression of difficult systems like e.g. deterministic chaos ones. This paper starts with brief introduction of previous works and ideas. Then the structure of Genetic Programmiing Algorithm - Evolutionary Strategu hybrid system is described and analyzed including such problems as suitability to parallel implementation, optimal set of building blocks, or initial population generating rules. GPA-ES combines GPA to model development with ES used for model parameter identification. Such hybrid system eliminates many weakness of standard GPA. The paper ends with examples of GPA-ES application." . "2011-09-26+02:00"^^ . . . . "WSEAS Press" . "1"^^ .