{"id":24204,"date":"2024-09-24T15:17:54","date_gmt":"2024-09-24T13:17:54","guid":{"rendered":"https:\/\/www.itspy.cz\/thesis\/vyuziti-umele-inteligence-pri-vytvareni-testovacich-funkcipro-evolucni-algoritmy\/"},"modified":"2024-09-24T15:17:54","modified_gmt":"2024-09-24T13:17:54","slug":"vyuziti-umele-inteligence-pri-vytvareni-testovacich-funkcipro-evolucni-algoritmy","status":"publish","type":"thesis","link":"https:\/\/www.itspy.cz\/sk\/thesis\/vyuziti-umele-inteligence-pri-vytvareni-testovacich-funkcipro-evolucni-algoritmy\/","title":{"rendered":"Vyu\u017eit\u00ed um\u011bl\u00e9 inteligence p\u0159i vytv\u00e1\u0159en\u00ed testovac\u00edch funkc\u00ed\npro evolu\u010dn\u00ed algoritmy"},"content":{"rendered":"<p>K \u0159e\u0161en\u00ed optimaliza\u010dn\u00edch \u00faloh slou\u017e\u00ed, mimo jin\u00e9, i evolu\u010dn\u00ed<br \/>\nalgoritmy. Evolu\u010dn\u00edch algoritm\u016f je nep\u0159ebern\u00e9 mno\u017estv\u00ed.<br \/>\nPodle tzv. No Free Lunch Theorem plat\u00ed, \u017ee neexistuje \u017e\u00e1dn\u00fd<br \/>\nuniverz\u00e1ln\u00ed algoritmus, kter\u00fd by byl nejlep\u0161\u00ed pro v\u0161echny<br \/>\noptimaliza\u010dn\u00ed \u00falohy. Pro testov\u00e1n\u00ed a porovn\u00e1v\u00e1n\u00ed evolu\u010dn\u00edch<br \/>\nalgoritm\u016f slou\u017e\u00ed testovac\u00ed funkce, p\u0159\u00edpadn\u011b cel\u00e9 sady<br \/>\ntestovac\u00edch funkc\u00ed. Jedn\u00e1 se o matematick\u00e9 funkce, u<br \/>\nkter\u00fdch dan\u00fd algoritmus hled\u00e1 nejlep\u0161\u00ed, zpravidla nejni\u017e\u0161\u00ed,<br \/>\nhodnotu.<br \/>\nMezi nejpou\u017e\u00edvan\u011bj\u0161\u00ed sady testovac\u00edch funkc\u00ed pat\u0159\u00ed<br \/>\nnap\u0159\u00edklad IEEE CEC nebo BBOB. Vzhledem k tomu, \u017ee funkce v<br \/>\nt\u011bchto sad\u00e1ch pokr\u00fdvaj\u00ed jen mal\u00fd prostor probl\u00e9m\u016f a jsou si<br \/>\nv ur\u010dit\u00e9m ohledu podobn\u00e9, je tato pr\u00e1ce zam\u011b\u0159ena na<br \/>\nmo\u017enosti vyu\u017eit\u00ed um\u011bl\u00e9 inteligence p\u0159i vytv\u00e1\u0159en\u00ed nov\u00fdch<br \/>\ntestovac\u00edch funkc\u00ed, kter\u00e9 budou m\u00edt tyto charakteristiky co<br \/>\nnejv\u00edce rozd\u00edln\u00e9. Takov\u00e9 pokryt\u00ed prostoru probl\u00e9m\u016f by v<br \/>\nbudoucnu mohlo v\u00e9st nap\u0159\u00edklad k vytvo\u0159en\u00ed n\u00e1stroje, kter\u00fd<br \/>\nby podle m\u011b\u0159iteln\u00fdch vlastnost\u00ed nov\u00e9ho optimalizovan\u00e9ho<br \/>\nprobl\u00e9mu mohl doporu\u010dit pou\u017eit\u00ed nejvhodn\u011bj\u0161\u00edho evolu\u010dn\u00edho<br \/>\nalgoritmu.<\/p>\n","protected":false},"featured_media":23587,"template":"","meta":{"_acf_changed":false,"_links_to":"","_links_to_target":""},"university":[219,217],"thesis-year":[391,407],"class_list":["post-24204","thesis","type-thesis","status-publish","has-post-thumbnail","hentry","thesis-year-391","thesis-year-2024-sk"],"acf":{"autor":"Petr Vykoukal","portret":"","vedouci":"doc. Ing. Michal Pluh\u00e1\u010dek, Ph.D."},"_links":{"self":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/24204","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis"}],"about":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/types\/thesis"}],"version-history":[{"count":0,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis\/24204\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/media\/23587"}],"wp:attachment":[{"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/media?parent=24204"}],"wp:term":[{"taxonomy":"university","embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/university?post=24204"},{"taxonomy":"thesis-year","embeddable":true,"href":"https:\/\/www.itspy.cz\/sk\/wp-json\/wp\/v2\/thesis-year?post=24204"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}