{"id":4694,"date":"2026-08-13T14:50:43","date_gmt":"2026-08-13T12:50:43","guid":{"rendered":"https:\/\/ellistat.com\/?post_type=guide-dutilisateur&p=4694"},"modified":"2026-08-13T14:50:43","modified_gmt":"2026-08-13T12:50:43","slug":"optimalizalas","status":"publish","type":"guide-dutilisateur","link":"https:\/\/ellistat.com\/hu\/guide-dutilisateur\/optimisation\/","title":{"rendered":"Optimaliz\u00e1l\u00e1s"},"content":{"rendered":"

Egy modell el\u0151rejelz\u00e9se\u00a0EGY<\/strong>\u00a0v\u00e1lasz. Az ipari val\u00f3s\u00e1g egyszerre t\u00f6bbet is megk\u00f6vetel: az ellen\u00e1ll\u00f3k\u00e9pess\u00e9g maximaliz\u00e1l\u00e1s\u00e1t\u00a0\u00e9s<\/strong>a ciklusid\u0151 minimaliz\u00e1l\u00e1sa\u00a0\u00e9s<\/strong>\u00a0Egy hegyoldalt c\u00e9lpontk\u00e9nt megjel\u00f6lni. Ez a lap c\u00e9lja.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

Bal oldalon a projekt modelljeinek list\u00e1ja: itt jel\u00f6ld be azokat, amelyeket egy\u00fctt kell optimaliz\u00e1lni<\/strong>. Jobb oldalon, mindegyikn\u00e9l:<\/p>\n\n\n\n

    \n
  • hangja\u00a0optimaliz\u00e1l\u00e1s t\u00edpusa<\/strong>\u00a0:\u00a0Maximaliz\u00e1l\u00e1s<\/strong>,\u00a0minimaliz\u00e1lni<\/strong>\u00a0vagy\u00a0c\u00e9lpont<\/strong>, a\u00a0c\u00e9l\u00e9rt\u00e9k<\/strong>\u00a0ez ut\u00f3bbi esetben; ; <\/li>\n\n\n\n
  • azok\u00a0k\u00edv\u00e1natos jellemz\u0151k<\/strong>\u00a0: azok a hat\u00e1r\u00e9rt\u00e9kek, amelyek a v\u00e1laszt 0 \u00e9s 1 k\u00f6z\u00f6tti el\u00e9gedetts\u00e9gi szintre konvert\u00e1lj\u00e1k:\u00a0M\u00e9g rosszabb<\/strong>\u00a0\u00e9s\u00a0C\u00e9l<\/strong>\u00a0egy egyszer\u0171 c\u00e9l \u00e9rdek\u00e9ben,\u00a0Legrosszabb minimum \/ C\u00e9l minimum \/ C\u00e9l maximum \/ Legrosszabb maximum<\/strong>\u00a0egy meghat\u00e1rozott c\u00e9l \u00e9rdek\u00e9ben; ; <\/li>\n\n\n\n
  • hangja\u00a0S\u00faly<\/strong>, ami jelzi annak relat\u00edv jelent\u0151s\u00e9g\u00e9t; ; <\/li>\n\n\n\n
  • \u00e9s az aktu\u00e1lis pont kiolvas\u00e1sa:\u00a0El\u0151rejelz\u00e9s<\/strong>,\u00a0M\u00e9rt<\/strong>,\u00a0% hiba<\/strong>,\u00a0K\u00edv\u00e1natos jelleg<\/strong>.<\/li>\n<\/ul>\n\n\n\n

    A t\u00e9nyez\u0151cs\u00faszk\u00e1k elmozd\u00edtj\u00e1k a munkapontot, \u00e9s az \u00f6sszes eredm\u00e9ny \u00fajrasz\u00e1m\u00edt\u00e1sra ker\u00fcl. A sz\u00e1m\u00edt\u00e1s gomb megkeresi az\u2019glob\u00e1lis optimum<\/strong> : az a pont, amely az \u00f6sszess\u00e9g\u00e9ben legkedvez\u0151bb eredm\u00e9nyt biztos\u00edtja.<\/p>\n\n\n\n

    H\u00e1rom grafikon k\u00f6z\u00fcl v\u00e1laszthat:\u00a0<\/p>\n\n\n\n

      \n
    • minden modell<\/strong>, <\/li>\n\n\n\n
    • a\u00a0k\u00edv\u00e1natos jelleg<\/strong>, <\/li>\n\n\n\n
    • vagy egy konkr\u00e9t modell.<\/li>\n<\/ul>\n\n\n\n

      \ud83d\udca1 A\u00a0k\u00edv\u00e1natos jelleg<\/strong>\u00a0az egy\u00e9ni preferenci\u00e1k szorzat\u00e1nak eredm\u00e9nye. Ez a szorzatforma nem csup\u00e1n egy sz\u00e1m\u00edt\u00e1si r\u00e9szlet: azt jelenti, hogy\u2019Egy 0-ra adott v\u00e1lasz mindent semmiss\u00e9 tesz<\/strong>. Egy olyan be\u00e1ll\u00edt\u00e1st, amely n\u00e9gy szempont szerint kiv\u00e1l\u00f3, az \u00f6t\u00f6dik szerint viszont elfogadhatatlan, a rendszer elutas\u00edtja \u2013 ez pontosan a k\u00edv\u00e1nt viselked\u00e9s, amit egy s\u00falyozott \u00e1tlag nem tesz meg.<\/p>\n\n\n\n

      \u26a0\ufe0f A megtal\u00e1lt optim\u00e1lis megold\u00e1s nem\u00a0csak az adatok ter\u00fclet\u00e9n \u00e9rv\u00e9nyes<\/strong>. A modell sz\u00edvesen kiterjeszti el\u0151rejelz\u00e9seit ezen t\u00falra is, an\u00e9lk\u00fcl, hogy erre felh\u00edvn\u00e1 a figyelmet. Ha az optimum a tartom\u00e1ny egyik hat\u00e1r\u00e1n helyezkedik el, az egy jelz\u00e9s: a val\u00f3di optimum val\u00f3sz\u00edn\u0171leg a tartom\u00e1nyon k\u00edv\u00fcl tal\u00e1lhat\u00f3, \u00e9s ahhoz, hogy eljussunk oda, \u00faj k\u00eds\u00e9rletekre van sz\u00fcks\u00e9g, nem pedig extrapol\u00e1ci\u00f3ra.<\/p>","protected":false},"featured_media":0,"menu_order":30,"template":"","meta":{"_acf_changed":true},"menu-guide-dutilisateur":[32],"class_list":["post-4694","guide-dutilisateur","type-guide-dutilisateur","status-publish","hentry","menu-guide-dutilisateur-8-ml-machine-learning"],"acf":[],"yoast_head":"\nOptimisation - Ellistat<\/title>\n<meta name=\"description\" content=\"D\u00e9couvrez comment exploiter plusieurs mod\u00e8les de Machine Learning gr\u00e2ce au menu Optimisation dans Data Analysis d'Ellistat.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ellistat.com\/hu\/hasznaloi-utmutato\/optimalizalas\/\" \/>\n<meta property=\"og:locale\" content=\"hu_HU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Optimisation - 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