. . "Z(MSM 179000002)" . . . "EVOLU\u010CN\u00CD ALGORITMY A JEJICH APLIKACE VE STATISTICE"@cs . . "EVOLUTIONARY ALGORITHMS AND THEIR APPLICATION IN STATISTICS"@en . "EVOLU\u010CN\u00CD ALGORITMY A JEJICH APLIKACE VE STATISTICE"@cs . "V p\u0159\u00EDsp\u011Bvku jsou stru\u010Dn\u011B uvedeny principy evolu\u010Dn\u00EDch algoritm\u016F pro glob\u00E1ln\u00ED optimalizaci. Je pops\u00E1n evolu\u010Dn\u00ED algoritmus se sout\u011B\u017E\u00EDc\u00EDmi heuristikami, kter\u00FD m\u016F\u017Ee b\u00FDt vyu\u017Eit pro \u0159e\u0161en\u00ED n\u011Bkter\u00FDch \u00FAloh v\u00FDpo\u010Detn\u00ED statistiky. Na n\u011Bkolika obt\u00ED\u017En\u00FDch \u00FAloh \u00E1ch odhadu parametr\u016F je uk\u00E1z\u00E1no, \u017Ee tento algoritmus nach\u00E1z\u00ED glob\u00E1ln\u00ED minimum sou\u010Dtu \u010Dtverc\u016F residu\u00E1ln\u00EDch odchylek spolehliv\u011Bji ne\u017E algoritmy standardn\u011B u\u017E\u00EDvan\u00E9 ve statistick\u00E9m softwaru. V~robustn\u00EDm CM-odhadu byla spolehlivost nalezen\u00ED glob\u00E1ln\u00EDho minima vy\u0161\u0161\u00ED ne\u017E u algoritmu navr\u017Een\u00E9ho specieln\u011B pro tento probl\u00E9m." . "563440" . . "949-956" . . . . . "17310" . . . "8"^^ . "Tvrd\u00EDk, Josef" . "[05DE652FC2DF]" . "Slovensk\u00E1 technick\u00E1 univerzita v Bratislave" . "2004-02-03+01:00"^^ . "EVOLUTIONARY ALGORITHMS AND THEIR APPLICATION IN STATISTICS"@en . "Aplimat 2004" . "EVOLU\u010CN\u00CD ALGORITMY A JEJICH APLIKACE VE STATISTICE" . "80-227-1995-1" . . . "Principles of evolutionary algorithms are briefly presented. The evolutionary algorithm with competing heuristics is described in more details. This algorithm can be applied to some problems of computational statistics. It is shown on several diff icult tasks of estimating the non-linear regression parameters that this algorithm is more reliable in the search for the global minimum of residual least squares than the algorithms in standard statistical software. The reliability of this algorit hm was also higher than the special algorithm designed for solving the problem of CM-estimate in linear regression model."@en . "1"^^ . . "0"^^ . "1"^^ . "Bratislava" . "0"^^ . "RIV/61988987:17310/04:00000007" . "Bratislava" . . "RIV/61988987:17310/04:00000007!RIV/2004/MSM/173104/N" . "Global optimization; evolutionary algorithms; nonlinear regression; CM-estimates"@en . "EVOLU\u010CN\u00CD ALGORITMY A JEJICH APLIKACE VE STATISTICE" . .