{"id":14682,"date":"2025-03-09T16:00:15","date_gmt":"2025-03-09T13:00:15","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/big-o-notasyonu-karmasikligin-sirri-ve-onemi\/"},"modified":"2025-03-09T16:00:15","modified_gmt":"2025-03-09T13:00:15","slug":"big-o-notasyonu-karmasikligin-sirri-ve-onemi","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/big-o-notasyonu-karmasikligin-sirri-ve-onemi\/","title":{"rendered":"Big O Notasyonu: Karma\u015f\u0131kl\u0131\u011f\u0131n S\u0131rr\u0131 ve \u00d6nemi"},"content":{"rendered":"<p>Big O Notasyonu: Karma\u015f\u0131kl\u0131\u011f\u0131n S\u0131rr\u0131 ve \u00d6nemi<\/p>\n<p>Merhaba, Fatih Soysal burada.  Yaz\u0131l\u0131m d\u00fcnyas\u0131nda performans analizi olmazsa olmazd\u0131r.  Performans,  yaz\u0131l\u0131m\u0131n ne kadar h\u0131zl\u0131 ve verimli \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 g\u00f6sterir.  Bu analizi yapman\u0131n en \u00f6nemli yollar\u0131ndan biri de Big O notasyonudur.  Bu makalede,  Big O notasyonunu detayl\u0131 bir \u015fekilde ele alacak,  neden \u00f6nemli oldu\u011funu a\u00e7\u0131klayacak ve  pratik \u00f6rneklerle kavraman\u0131z\u0131 sa\u011flayaca\u011f\u0131m.<\/p>\n<h2>Big O Notasyonu Nedir?<\/h2>\n<p>Big O notasyonu, bir algoritman\u0131n  girdi b\u00fcy\u00fckl\u00fc\u011f\u00fcyle birlikte \u00e7al\u0131\u015fma zaman\u0131n\u0131n veya bellek kullan\u0131m\u0131n\u0131n nas\u0131l de\u011fi\u015fti\u011fini  belirten bir matematiksel g\u00f6sterimdir.  Basit\u00e7e s\u00f6ylemek gerekirse, algoritmam\u0131z\u0131n ne kadar b\u00fcy\u00fck verilerle \u00e7al\u0131\u015f\u0131rken nas\u0131l davranaca\u011f\u0131n\u0131 tahmin etmemizi sa\u011flar.  Bu tahmin,  en k\u00f6t\u00fc durum senaryosuna g\u00f6re yap\u0131l\u0131r. Yani, algoritman\u0131n en uzun s\u00fcrede \u00e7al\u0131\u015faca\u011f\u0131 durumu baz al\u0131r\u0131z.<\/p>\n<p>\u00d6rne\u011fin, bir dizi i\u00e7inde arama yapmak i\u00e7in basit bir lineer arama algoritmas\u0131 kulland\u0131\u011f\u0131m\u0131z\u0131 d\u00fc\u015f\u00fcnelim.  Bu algoritmada,  her bir eleman\u0131 s\u0131rayla kontrol ederiz.  E\u011fer dizi 10 elemanl\u0131ysa, en fazla 10 i\u015flem yapar\u0131z.  Ancak, dizi 1000 elemanl\u0131ysa, en fazla 1000 i\u015flem yapar\u0131z.  Bu durum, Big O notasyonunda O(n) ile g\u00f6sterilir,  burada &#8216;n&#8217; girdi b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fc (dizi eleman say\u0131s\u0131n\u0131) temsil eder.  Yani, \u00e7al\u0131\u015fma zaman\u0131 girdi b\u00fcy\u00fckl\u00fc\u011f\u00fcyle do\u011fru orant\u0131l\u0131d\u0131r.<\/p>\n<h2>Big O Notasyonunun \u00c7e\u015fitleri<\/h2>\n<p>Big O notasyonunun  birka\u00e7 farkl\u0131 t\u00fcr\u00fc vard\u0131r.  En yayg\u0131n olanlar\u0131 \u015funlard\u0131r:<\/p>\n<ul>\n<li><b>O(1) &#8211; Sabit Zaman Karma\u015f\u0131kl\u0131\u011f\u0131:<\/b> Algoritman\u0131n \u00e7al\u0131\u015fma zaman\u0131 girdi b\u00fcy\u00fckl\u00fc\u011f\u00fcnden ba\u011f\u0131ms\u0131zd\u0131r. \u00d6rne\u011fin, bir dizinin ilk eleman\u0131na eri\u015fmek O(1) karma\u015f\u0131kl\u0131\u011f\u0131na sahiptir.<\/li>\n<li><b>O(log n) &#8211; Logaritmik Zaman Karma\u015f\u0131kl\u0131\u011f\u0131:<\/b> Algoritman\u0131n \u00e7al\u0131\u015fma zaman\u0131, girdi b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fcn logaritmas\u0131yla do\u011fru orant\u0131l\u0131d\u0131r.  \u0130kili arama algoritmas\u0131 bunun iyi bir \u00f6rne\u011fidir.<\/li>\n<li><b>O(n) &#8211; Lineer Zaman Karma\u015f\u0131kl\u0131\u011f\u0131:<\/b> Algoritman\u0131n \u00e7al\u0131\u015fma zaman\u0131, girdi b\u00fcy\u00fckl\u00fc\u011f\u00fcyle do\u011fru orant\u0131l\u0131d\u0131r.  Yukar\u0131da bahsetti\u011fimiz lineer arama algoritmas\u0131 buna \u00f6rnektir.<\/li>\n<li><b>O(n log n) &#8211; Lineeraritmik Zaman Karma\u015f\u0131kl\u0131\u011f\u0131:<\/b> Birle\u015ftirme s\u0131ralama algoritmas\u0131 gibi karma\u015f\u0131k algoritmalarda g\u00f6r\u00fcl\u00fcr. <\/li>\n<li><b>O(n\u00b2) &#8211; Karesel Zaman Karma\u015f\u0131kl\u0131\u011f\u0131:<\/b>  \u00c7ift d\u00f6ng\u00fcl\u00fc algoritmalarda g\u00f6r\u00fclebilir. Girdi b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fcn karesiyle do\u011fru orant\u0131l\u0131d\u0131r.<\/li>\n<li><b>O(2<sup>n<\/sup>) &#8211; \u00dcstel Zaman Karma\u015f\u0131kl\u0131\u011f\u0131:<\/b>  \u00c7ok yava\u015ft\u0131r.  Girdi b\u00fcy\u00fckl\u00fc\u011f\u00fc artt\u0131k\u00e7a \u00e7al\u0131\u015fma zaman\u0131 \u00e7ok h\u0131zl\u0131 bir \u015fekilde artar.<\/li>\n<\/ul>\n<h2>Big O Notasyonunun \u00d6nemi<\/h2>\n<p>Big O notasyonu,  bir algoritman\u0131n performans\u0131n\u0131 analiz etmek ve farkl\u0131 algoritmalar\u0131 kar\u015f\u0131la\u015ft\u0131rmak i\u00e7in  kullan\u0131l\u0131r.  \u00d6zellikle b\u00fcy\u00fck verilerle \u00e7al\u0131\u015f\u0131rken,  algoritman\u0131n  performans\u0131n\u0131n  \u00e7ok \u00f6nemli oldu\u011funu unutmamak gerekir.  Do\u011fru algoritmay\u0131 se\u00e7mek,  yaz\u0131l\u0131m\u0131n\u0131z\u0131n h\u0131z\u0131n\u0131 ve verimlili\u011fini \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rabilir.  \u00d6rne\u011fin,  O(n\u00b2) karma\u015f\u0131kl\u0131\u011f\u0131na sahip bir algoritma, O(n log n) karma\u015f\u0131kl\u0131\u011f\u0131na sahip bir algoritmadan  \u00e7ok daha yava\u015f \u00e7al\u0131\u015facakt\u0131r, \u00f6zellikle de b\u00fcy\u00fck veriler s\u00f6z konusu oldu\u011funda.<\/p>\n<p>Ayr\u0131ca, Big O notasyonu,  yaz\u0131l\u0131m geli\u015ftirme s\u00fcrecinde  algoritma se\u00e7imi yaparken  karar vermeyi kolayla\u015ft\u0131r\u0131r.  Daha verimli algoritmalar se\u00e7erek,  kaynaklar\u0131 daha etkili bir \u015fekilde kullanabilir ve  yaz\u0131l\u0131m\u0131n\u0131z\u0131n performans\u0131n\u0131 optimize edebilirsiniz.  Bu da kullan\u0131c\u0131 deneyimini olumlu y\u00f6nde etkiler.<\/p>\n<h2>Sonu\u00e7<\/h2>\n<p>Big O notasyonu, yaz\u0131l\u0131m geli\u015ftirmede performans analizi i\u00e7in hayati \u00f6nem ta\u015f\u0131r.  Algoritmalar\u0131n verimlili\u011fini anlamam\u0131za ve b\u00fcy\u00fck verilerle \u00e7al\u0131\u015f\u0131rken do\u011fru se\u00e7imleri yapmam\u0131za yard\u0131mc\u0131 olur.  Bu sayede,  daha h\u0131zl\u0131 ve verimli yaz\u0131l\u0131mlar geli\u015ftirebiliriz.  Umar\u0131m bu makale Big O notasyonunu anlaman\u0131za yard\u0131mc\u0131 olmu\u015ftur.  Daha fazla bilgi i\u00e7in <a href=\"https:\/\/fatihsoysal.com\">fatihsoysal.com<\/a> adresini ziyaret edebilirsiniz.<\/p>\n<p>Faydal\u0131 bulabilece\u011finiz di\u011fer kaynaklar:<\/p>\n<ul>\n<li><a href=\"https:\/\/dev.to\/sidge\/big-o-notation-explained-why-is-it-important-588p\">Dev.to Big O Notasyonu Makalesi (\u0130ngilizce)<\/a><\/li>\n<\/ul>\n<p>#Etiketler: Big O Notasyonu, Algoritma Analizi, Performans Analizi, Yaz\u0131l\u0131m Geli\u015ftirme, Karma\u015f\u0131kl\u0131k Analizi, O(n), O(1), O(log n), O(n log n), O(n\u00b2), O(2<sup>n<\/sup>), Verimlilik, Performans Optimizasyonu<\/p>\n","protected":false},"excerpt":{"rendered":"Big O Notasyonu: Karma\u015f\u0131kl\u0131\u011f\u0131n S\u0131rr\u0131 ve \u00d6nemi Merhaba, Fatih Soysal burada. Yaz\u0131l\u0131m d\u00fcnyas\u0131nda performans analizi olmazsa olmazd\u0131r. Performans,&hellip;","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"csco_page_header_type":"","csco_page_load_nextpost":"","csco_page_subscribe_form":"","csco_page_contact_form":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-14682","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v20.5 (Yoast SEO v25.3.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Big O Notasyonu: Karma\u015f\u0131kl\u0131\u011f\u0131n S\u0131rr\u0131 ve \u00d6nemi<\/title>\n<meta name=\"description\" content=\"Merhaba, Fatih Soysal burada. Yaz\u0131l\u0131m d\u00fcnyas\u0131nda performans analizi olmazsa olmazd\u0131r. 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Yaz\u0131l\u0131m d\u00fcnyas\u0131nda performans analizi olmazsa olmazd\u0131r. Performans, yaz\u0131l\u0131m\u0131n ne kadar h\u0131zl\u0131 ve verimli \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 g\u00f6sterir. Bu analizi yapman\u0131n en \u00f6nemli yollar\u0131ndan biri de Big O notasyonudur. Bu makalede, Big O notasyonunu detayl\u0131 bir \u015fekilde ele alacak, neden \u00f6nemli oldu\u011funu a\u00e7\u0131klayacak ve pratik \u00f6rneklerle kavraman\u0131z\u0131 sa\u011flayaca\u011f\u0131m.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/big-o-notasyonu-karmasikligin-sirri-ve-onemi\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-03-09T13:00:15+00:00\" \/>\n<meta name=\"author\" content=\"Fatih Soysal\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Yazan:\" \/>\n\t<meta name=\"twitter:data1\" content=\"Fatih Soysal\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tahmini okuma s\u00fcresi\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 dakika\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/big-o-notasyonu-karmasikligin-sirri-ve-onemi\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/big-o-notasyonu-karmasikligin-sirri-ve-onemi\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Big O Notasyonu: Karma\u015f\u0131kl\u0131\u011f\u0131n S\u0131rr\u0131 ve \u00d6nemi\",\"datePublished\":\"2025-03-09T13:00:15+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/big-o-notasyonu-karmasikligin-sirri-ve-onemi\/\"},\"wordCount\":740,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/big-o-notasyonu-karmasikligin-sirri-ve-onemi\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/big-o-notasyonu-karmasikligin-sirri-ve-onemi\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/big-o-notasyonu-karmasikligin-sirri-ve-onemi\/\",\"name\":\"Big O Notasyonu: Karma\u015f\u0131kl\u0131\u011f\u0131n S\u0131rr\u0131 ve \u00d6nemi\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-03-09T13:00:15+00:00\",\"description\":\"Merhaba, Fatih Soysal burada. 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Yaz\u0131l\u0131m d\u00fcnyas\u0131nda performans analizi olmazsa olmazd\u0131r. Performans, yaz\u0131l\u0131m\u0131n ne kadar h\u0131zl\u0131 ve verimli \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 g\u00f6sterir. Bu analizi yapman\u0131n en \u00f6nemli yollar\u0131ndan biri de Big O notasyonudur. Bu makalede, Big O notasyonunu detayl\u0131 bir \u015fekilde ele alacak, neden \u00f6nemli oldu\u011funu a\u00e7\u0131klayacak ve pratik \u00f6rneklerle kavraman\u0131z\u0131 sa\u011flayaca\u011f\u0131m.","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:\/\/fatihsoysal.com\/blog\/big-o-notasyonu-karmasikligin-sirri-ve-onemi\/","og_locale":"tr_TR","og_type":"article","og_title":"Big O Notasyonu: Karma\u015f\u0131kl\u0131\u011f\u0131n S\u0131rr\u0131 ve \u00d6nemi","og_description":"Merhaba, Fatih Soysal burada. Yaz\u0131l\u0131m d\u00fcnyas\u0131nda performans analizi olmazsa olmazd\u0131r. Performans, yaz\u0131l\u0131m\u0131n ne kadar h\u0131zl\u0131 ve verimli \u00e7al\u0131\u015ft\u0131\u011f\u0131n\u0131 g\u00f6sterir. Bu analizi yapman\u0131n en \u00f6nemli yollar\u0131ndan biri de Big O notasyonudur. 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