{"id":6618,"date":"2026-04-13T11:50:34","date_gmt":"2026-04-13T11:50:34","guid":{"rendered":"http:\/\/the-codest.localhost\/dictionary\/local-optimum\/"},"modified":"2026-04-13T11:50:50","modified_gmt":"2026-04-13T11:50:50","slug":"lokalne-optimum","status":"publish","type":"dictionary","link":"https:\/\/thecodest.co\/pl\/dictionary\/local-optimum\/","title":{"rendered":"Lokalne optimum"},"content":{"rendered":"<h1>Lokalne optimum<\/h1>\n<p>Lokalne optimum to termin u\u017cywany w problemach optymalizacyjnych do opisania rozwi\u0105zania, kt\u00f3re jest najlepszym mo\u017cliwym rozwi\u0105zaniem w okre\u015blonym obszarze przestrzeni problemowej. Innymi s\u0142owy, jest to rozwi\u0105zanie, kt\u00f3re jest optymalne w ograniczonym obszarze przestrzeni poszukiwa\u0144, ale niekoniecznie jest najlepszym mo\u017cliwym rozwi\u0105zaniem dla ca\u0142ego problemu.<\/p>\n<p>Optimum lokalne jest powszechnym zjawiskiem w problemach optymalizacyjnych, w kt\u00f3rych celem jest znalezienie najlepszego rozwi\u0105zania spo\u015br\u00f3d du\u017cej liczby mo\u017cliwych rozwi\u0105za\u0144. Problemy te mo\u017cna znale\u017a\u0107 w r\u00f3\u017cnych dziedzinach, takich jak in\u017cynieria, ekonomia i informatyka, i cz\u0119sto obejmuj\u0105 one z\u0142o\u017cone modele matematyczne i algorytmy.<\/p>\n<p>Optimum lokalne mo\u017cna przeciwstawi\u0107 optimum globalnemu, kt\u00f3re jest najlepszym mo\u017cliwym rozwi\u0105zaniem dla ca\u0142ego problemu. Globalne optimum jest cz\u0119sto ostatecznym celem problem\u00f3w optymalizacyjnych, ale mo\u017ce by\u0107 trudne do znalezienia, poniewa\u017c wymaga zbadania ca\u0142ej przestrzeni problemowej, kt\u00f3ra mo\u017ce by\u0107 bardzo du\u017ca i z\u0142o\u017cona.<\/p>\n<p>Optimum lokalne mo\u017ce by\u0107 zar\u00f3wno b\u0142ogos\u0142awie\u0144stwem, jak i przekle\u0144stwem problem\u00f3w optymalizacyjnych. Z jednej strony, mo\u017ce pom\u00f3c zmniejszy\u0107 przestrze\u0144 poszukiwa\u0144 i sprawi\u0107, \u017ce problem b\u0119dzie \u0142atwiejszy do rozwi\u0105zania poprzez skupienie si\u0119 na mniejszym obszarze przestrzeni. Z drugiej strony, mo\u017ce r\u00f3wnie\u017c prowadzi\u0107 do nieoptymalnych rozwi\u0105za\u0144, je\u015bli algorytm wyszukiwania utknie w lokalnym optimum i nie zbada innych obszar\u00f3w przestrzeni problemowej.<\/p>\n<p>Istniej\u0105 r\u00f3\u017cne techniki i algorytmy, kt\u00f3re mog\u0105 by\u0107 wykorzystane do przezwyci\u0119\u017cenia problemu lokalnych optymalizacji. Nale\u017c\u0105 do nich techniki takie jak symulowane wy\u017carzanie, algorytmy genetyczne i optymalizacja rojem cz\u0105stek, kt\u00f3re zosta\u0142y zaprojektowane w celu dok\u0142adniejszego zbadania przestrzeni problemowej i unikni\u0119cia uwi\u0119zienia w lokalnych optymalizacjach.<\/p>\n<p>Podsumowuj\u0105c, lokalne optimum to rozwi\u0105zanie, kt\u00f3re jest optymalne w ograniczonym obszarze przestrzeni problemowej, ale niekoniecznie jest najlepszym mo\u017cliwym rozwi\u0105zaniem dla ca\u0142ego problemu. Jest to powszechne zjawisko w problemach optymalizacyjnych i mo\u017ce by\u0107 zar\u00f3wno b\u0142ogos\u0142awie\u0144stwem, jak i przekle\u0144stwem. W celu przezwyci\u0119\u017cenia problemu lokalnych optymalnych rozwi\u0105za\u0144, r\u00f3\u017cne techniki i algorytmy mog\u0105 by\u0107 wykorzystane do dok\u0142adniejszego zbadania przestrzeni problemowej i znalezienia lepszych rozwi\u0105za\u0144.<\/p>","protected":false},"excerpt":{"rendered":"<p>Dowiedz si\u0119 wi\u0119cej o lokalnym optimum w problemach optymalizacyjnych - najlepszym rozwi\u0105zaniu w ograniczonym obszarze przestrzeni problemowej, ale niekoniecznie najlepszym og\u00f3lnie.<\/p>","protected":false},"template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"class_list":["post-6618","dictionary","type-dictionary","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.3 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Local Optimum - The Codest<\/title>\n<meta name=\"description\" content=\"Learn about Local Optimum in optimization problems - the best solution within a limited region of the problem space, but not necessarily the best overall.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thecodest.co\/pl\/slownik\/lokalne-optimum\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Local Optimum\" \/>\n<meta property=\"og:description\" content=\"Learn about Local Optimum in optimization problems - the best solution within a limited region of the problem space, but not necessarily the best overall.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/thecodest.co\/pl\/slownik\/lokalne-optimum\/\" \/>\n<meta property=\"og:site_name\" content=\"The Codest\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-13T11:50:50+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/thecodest.co\/app\/uploads\/2024\/06\/cover-image.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/dictionary\\\/local-optimum\\\/\",\"url\":\"https:\\\/\\\/thecodest.co\\\/dictionary\\\/local-optimum\\\/\",\"name\":\"Local Optimum - The Codest\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/#website\"},\"datePublished\":\"2026-04-13T11:50:34+00:00\",\"dateModified\":\"2026-04-13T11:50:50+00:00\",\"description\":\"Learn about Local Optimum in optimization problems - the best solution within a limited region of the problem space, but not necessarily the best overall.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/dictionary\\\/local-optimum\\\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/thecodest.co\\\/dictionary\\\/local-optimum\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/dictionary\\\/local-optimum\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/thecodest.co\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Dictionary\",\"item\":\"https:\\\/\\\/thecodest.co\\\/sv\\\/ordbok\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Local Optimum\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/#website\",\"url\":\"https:\\\/\\\/thecodest.co\\\/\",\"name\":\"The Codest\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/thecodest.co\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/#organization\",\"name\":\"The Codest\",\"url\":\"https:\\\/\\\/thecodest.co\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\\\/\\\/thecodest.co\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/thecodest.co\\\/app\\\/uploads\\\/2024\\\/03\\\/thecodest-logo.svg\",\"contentUrl\":\"https:\\\/\\\/thecodest.co\\\/app\\\/uploads\\\/2024\\\/03\\\/thecodest-logo.svg\",\"width\":144,\"height\":36,\"caption\":\"The Codest\"},\"image\":{\"@id\":\"https:\\\/\\\/thecodest.co\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/pl.linkedin.com\\\/company\\\/codest\",\"https:\\\/\\\/clutch.co\\\/profile\\\/codest\"]}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Lokalne optimum - The Codest","description":"Dowiedz si\u0119 wi\u0119cej o lokalnym optimum w problemach optymalizacyjnych - najlepszym rozwi\u0105zaniu w ograniczonym obszarze przestrzeni problemowej, ale niekoniecznie najlepszym og\u00f3lnie.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/thecodest.co\/pl\/slownik\/lokalne-optimum\/","og_locale":"pl_PL","og_type":"article","og_title":"Local Optimum","og_description":"Learn about Local Optimum in optimization problems - the best solution within a limited region of the problem space, but not necessarily the best overall.","og_url":"https:\/\/thecodest.co\/pl\/slownik\/lokalne-optimum\/","og_site_name":"The Codest","article_modified_time":"2026-04-13T11:50:50+00:00","og_image":[{"width":1200,"height":675,"url":"https:\/\/thecodest.co\/app\/uploads\/2024\/06\/cover-image.png","type":"image\/png"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minuty"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/thecodest.co\/dictionary\/local-optimum\/","url":"https:\/\/thecodest.co\/dictionary\/local-optimum\/","name":"Lokalne optimum - The Codest","isPartOf":{"@id":"https:\/\/thecodest.co\/#website"},"datePublished":"2026-04-13T11:50:34+00:00","dateModified":"2026-04-13T11:50:50+00:00","description":"Dowiedz si\u0119 wi\u0119cej o lokalnym optimum w problemach optymalizacyjnych - najlepszym rozwi\u0105zaniu w ograniczonym obszarze przestrzeni problemowej, ale niekoniecznie najlepszym og\u00f3lnie.","breadcrumb":{"@id":"https:\/\/thecodest.co\/dictionary\/local-optimum\/#breadcrumb"},"inLanguage":"pl-PL","potentialAction":[{"@type":"ReadAction","target":["https:\/\/thecodest.co\/dictionary\/local-optimum\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/thecodest.co\/dictionary\/local-optimum\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/thecodest.co\/"},{"@type":"ListItem","position":2,"name":"Dictionary","item":"https:\/\/thecodest.co\/sv\/ordbok\/"},{"@type":"ListItem","position":3,"name":"Local Optimum"}]},{"@type":"WebSite","@id":"https:\/\/thecodest.co\/#website","url":"https:\/\/thecodest.co\/","name":"The Codest","description":"","publisher":{"@id":"https:\/\/thecodest.co\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/thecodest.co\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pl-PL"},{"@type":"Organization","@id":"https:\/\/thecodest.co\/#organization","name":"The Codest","url":"https:\/\/thecodest.co\/","logo":{"@type":"ImageObject","inLanguage":"pl-PL","@id":"https:\/\/thecodest.co\/#\/schema\/logo\/image\/","url":"https:\/\/thecodest.co\/app\/uploads\/2024\/03\/thecodest-logo.svg","contentUrl":"https:\/\/thecodest.co\/app\/uploads\/2024\/03\/thecodest-logo.svg","width":144,"height":36,"caption":"The Codest"},"image":{"@id":"https:\/\/thecodest.co\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/pl.linkedin.com\/company\/codest","https:\/\/clutch.co\/profile\/codest"]}]}},"_links":{"self":[{"href":"https:\/\/thecodest.co\/pl\/wp-json\/wp\/v2\/dictionary\/6618","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/thecodest.co\/pl\/wp-json\/wp\/v2\/dictionary"}],"about":[{"href":"https:\/\/thecodest.co\/pl\/wp-json\/wp\/v2\/types\/dictionary"}],"version-history":[{"count":1,"href":"https:\/\/thecodest.co\/pl\/wp-json\/wp\/v2\/dictionary\/6618\/revisions"}],"predecessor-version":[{"id":10948,"href":"https:\/\/thecodest.co\/pl\/wp-json\/wp\/v2\/dictionary\/6618\/revisions\/10948"}],"wp:attachment":[{"href":"https:\/\/thecodest.co\/pl\/wp-json\/wp\/v2\/media?parent=6618"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}