. . . . . . . "Vliv PRT parametru na \u0159\u00EDzen\u00ED asynchronn\u00EDho SOMA algoritmu" . . "RIV/70883521:28140/11:43867260!RIV12-MSM-28140___" . . . . . "239103" . . "Impact of PRT Parameter on Asynchronous SOMA Algorithm Control"@en . "Vliv PRT parametru na \u0159\u00EDzen\u00ED asynchronn\u00EDho SOMA algoritmu"@cs . . "RIV/70883521:28140/11:43867260" . . "28140" . . "SOMA - Self-Organizing Migration Algorithm is highly effective tool of evolutionary optimization as already proven on many real life problems. This article introduces new innovative strategy how to set one of the most important asynchronously distributed SOMA control parameter PRT, which makes the algorithm even more efficient. 996.3E6 single evaluations have been calculated for 10 different test functions to statistically prove impact of this improvement. Application of the strategy proposed by this article can bring better results in about 50% of optimized functions and possibly even achieve breakthrough in cases, which standard SOMA setting does not perform well."@en . "Impact of PRT Parameter on Asynchronous SOMA Algorithm Control"@en . "Vliv PRT parametru na \u0159\u00EDzen\u00ED asynchronn\u00EDho SOMA algoritmu" . "Va\u0159acha, Pavel" . "[82A16E05260F]" . "1"^^ . . "Vliv PRT parametru na \u0159\u00EDzen\u00ED asynchronn\u00EDho SOMA algoritmu"@cs . "1"^^ . "asynchronn\u00ED, distribuovan\u00FD, SOMA, optimalizace, evolu\u010Dn\u00ED algoritmy, PRT, PRTVektor"@en . "SOMA \u2013 Self \u2013 Organizing Migration Algorithm je velmi efektivn\u00EDm n\u00E1strojem optimalizace pomoc\u00ED evolu\u010Dn\u00EDch algoritm\u016F, co\u017E u\u017E bylo d\u0159\u00EDve dok\u00E1z\u00E1no na mnoha probl\u00E9mech z re\u00E1ln\u00E9ho \u017Eivota. Tento \u010Dl\u00E1nek p\u0159edstavuje novou inovativn\u00ED strategii, jak nastavit jeden z nejd\u016Fle\u017Eit\u011Bj\u0161\u00EDch \u0159\u00EDd\u00EDc\u00EDch parametr\u016F asynchronn\u011B distribuovan\u00E9ho SOMA, tzv. PRT parametr, kter\u00E1 \u010Din\u00ED tento algoritmus je\u0161t\u011B efektivn\u011Bj\u0161\u00EDm. Aby bylo mo\u017Eno statisticky dok\u00E1zat dopad t\u00E9to inovace, bylo provedeno 996.3 * 106 jednotliv\u00FDch vyhodnocen\u00ED pro 10 r\u016Fzn\u00FDch testovac\u00EDch funkc\u00ED. Aplikace strategie navr\u017Een\u00E9 t\u00EDmto \u010Dl\u00E1nkem m\u016F\u017Ee p\u0159in\u00E9st lep\u0161\u00ED v\u00FDsledky v asi 50 % p\u0159\u00EDpad\u016F optimalizovan\u00FDch funkc\u00ED a tak\u00E9 zaznamenat pr\u016Flom v p\u0159\u00EDpadech, ve kter\u00FDch standardn\u00ED nastaven\u00ED SOMA pod\u00E1v\u00E1 nedostate\u010Dn\u00E9 v\u00FDsledky."@cs . "P(2C06007)" . . . . "SOMA \u2013 Self \u2013 Organizing Migration Algorithm je velmi efektivn\u00EDm n\u00E1strojem optimalizace pomoc\u00ED evolu\u010Dn\u00EDch algoritm\u016F, co\u017E u\u017E bylo d\u0159\u00EDve dok\u00E1z\u00E1no na mnoha probl\u00E9mech z re\u00E1ln\u00E9ho \u017Eivota. Tento \u010Dl\u00E1nek p\u0159edstavuje novou inovativn\u00ED strategii, jak nastavit jeden z nejd\u016Fle\u017Eit\u011Bj\u0161\u00EDch \u0159\u00EDd\u00EDc\u00EDch parametr\u016F asynchronn\u011B distribuovan\u00E9ho SOMA, tzv. PRT parametr, kter\u00E1 \u010Din\u00ED tento algoritmus je\u0161t\u011B efektivn\u011Bj\u0161\u00EDm. Aby bylo mo\u017Eno statisticky dok\u00E1zat dopad t\u00E9to inovace, bylo provedeno 996.3 * 106 jednotliv\u00FDch vyhodnocen\u00ED pro 10 r\u016Fzn\u00FDch testovac\u00EDch funkc\u00ED. Aplikace strategie navr\u017Een\u00E9 t\u00EDmto \u010Dl\u00E1nkem m\u016F\u017Ee p\u0159in\u00E9st lep\u0161\u00ED v\u00FDsledky v asi 50 % p\u0159\u00EDpad\u016F optimalizovan\u00FDch funkc\u00ED a tak\u00E9 zaznamenat pr\u016Flom v p\u0159\u00EDpadech, ve kter\u00FDch standardn\u00ED nastaven\u00ED SOMA pod\u00E1v\u00E1 nedostate\u010Dn\u00E9 v\u00FDsledky." .