{"id":28714,"date":"2025-09-02T08:30:26","date_gmt":"2025-09-02T05:30:26","guid":{"rendered":"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/"},"modified":"2025-09-02T08:30:26","modified_gmt":"2025-09-02T05:30:26","slug":"dizileri-siralamak-tam-bir-rehber","status":"publish","type":"post","link":"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/","title":{"rendered":"Dizileri S\u0131ralamak: Tam Bir Rehber"},"content":{"rendered":"

Dizileri S\u0131ralamak: Tam Bir Rehber<\/p>\n

Veri i\u015flemede en temel ve en s\u0131k kullan\u0131lan i\u015flemlerden biri dizi s\u0131ralamakt\u0131r. K\u00fc\u00e7\u00fck bir veri setinde s\u0131ralama kolay g\u00f6r\u00fcnse de, milyonlarca elemana sahip b\u00fcy\u00fck veri k\u00fcmeleri s\u00f6z konusu oldu\u011funda, verimli ve do\u011fru bir s\u0131ralama algoritmas\u0131n\u0131n se\u00e7imi kritik \u00f6nem ta\u015f\u0131r. Bu rehberde, dizi s\u0131ralama i\u015flemini s\u0131f\u0131rdan ileri seviyeye kadar ele alarak, farkl\u0131 algoritmalar\u0131n performanslar\u0131n\u0131 kar\u015f\u0131la\u015ft\u0131racak, ger\u00e7ek d\u00fcnya senaryolar\u0131na de\u011finecek ve en etkili y\u00f6ntemleri \u00f6\u011frenece\u011fiz.<\/p>\n

Dizi S\u0131ralama: Temel Kavramlar<\/h2>\n

Bir dizi, ayn\u0131 tipteki verilerin s\u0131ral\u0131 bir koleksiyonudur. S\u0131ralama ise bu dizinin elemanlar\u0131n\u0131 belirli bir kritere g\u00f6re (k\u00fc\u00e7\u00fckten b\u00fcy\u00fc\u011fe, b\u00fcy\u00fckten k\u00fc\u00e7\u00fc\u011fe, alfabetik vb.) d\u00fczenleme i\u015flemidir. S\u0131ralama algoritmalar\u0131, bu d\u00fczenlemeyi ger\u00e7ekle\u015ftirmek i\u00e7in kullan\u0131lan y\u00f6ntemlerdir. Temel kavramlar aras\u0131nda “kararl\u0131l\u0131k” (ayn\u0131 de\u011ferdeki elemanlar\u0131n s\u0131ral\u0131 haldeki yerlerinin de\u011fi\u015fmemesi) ve “yerinde s\u0131ralama” (ekstra bellek kullanmadan s\u0131ralama yapma) bulunur. \u00d6rne\u011fin, bir e-ticaret sitesindeki \u00fcr\u00fcnlerin fiyatlar\u0131na g\u00f6re s\u0131ralanmas\u0131, bir dosya sistemindeki dosyalar\u0131n adlar\u0131na g\u00f6re s\u0131ralanmas\u0131 veya bir \u00f6\u011frenci listesinin not ortalamalar\u0131na g\u00f6re s\u0131ralanmas\u0131 s\u0131ralama algoritmalar\u0131n\u0131n kullan\u0131ld\u0131\u011f\u0131 yayg\u0131n \u00f6rneklerdir. Ancak, s\u0131ralama algoritmalar\u0131n\u0131n se\u00e7imi verinin boyutuna, veri yap\u0131s\u0131na ve istenen performans seviyesine ba\u011fl\u0131d\u0131r. K\u00fc\u00e7\u00fck veri k\u00fcmeleri i\u00e7in basit algoritmalar yeterli olabilirken, b\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in daha geli\u015fmi\u015f ve verimli algoritmalar tercih edilmelidir. Bu noktada zaman karma\u015f\u0131kl\u0131\u011f\u0131 ve alan karma\u015f\u0131kl\u0131\u011f\u0131 analizleri, algoritma se\u00e7iminde hayati rol oynar. Zaman karma\u015f\u0131kl\u0131\u011f\u0131, algoritman\u0131n \u00e7al\u0131\u015fma s\u00fcresini, alan karma\u015f\u0131kl\u0131\u011f\u0131 ise algoritman\u0131n kulland\u0131\u011f\u0131 bellek miktar\u0131n\u0131 ifade eder.<\/p>\n

Dizi S\u0131ralama Algoritmalar\u0131: Uygulamal\u0131 Bir Bak\u0131\u015f<\/h2>\n

Kabarc\u0131k S\u0131ralama (Bubble Sort): Nas\u0131l \u00c7al\u0131\u015f\u0131r?<\/h3>\n

Kabarc\u0131k s\u0131ralama, en basit s\u0131ralama algoritmalar\u0131ndan biridir. Algoritma, diziyi tekrar tekrar tarayarak biti\u015fik elemanlar\u0131 kar\u015f\u0131la\u015ft\u0131r\u0131r ve gerekti\u011finde yer de\u011fi\u015ftirir. B\u00fcy\u00fck elemanlar, sanki kabarc\u0131klar gibi dizinin sonuna do\u011fru “y\u00fckselir”. Bu y\u00f6ntem, k\u00fc\u00e7\u00fck diziler i\u00e7in anla\u015f\u0131l\u0131r olmas\u0131na ra\u011fmen, b\u00fcy\u00fck dizilerde olduk\u00e7a yava\u015ft\u0131r. Zaman karma\u015f\u0131kl\u0131\u011f\u0131 O(n\u00b2)’dir. <\/p>\n

<\/p>\n

\n\nfunction bubbleSort(arr) {\n  let swapped;\n  do {\n    swapped = false;\n    for (let i = 0; i < arr.length - 1; i++) {\n      if (arr[i] > arr[i + 1]) {\n        [arr[i], arr[i + 1]] = [arr[i + 1], arr[i]];\n        swapped = true;\n      }\n    }\n  } while (swapped);\n  return arr;\n}\n\nconsole.log(bubbleSort([5, 2, 8, 1, 9, 4])); \/\/ \u00c7\u0131kt\u0131: [1, 2, 4, 5, 8, 9]\n<\/code>\n<\/pre>\n
<\/code><\/p>\n
Se\u00e7im S\u0131ralama (Selection Sort): Ad\u0131m Ad\u0131m Anlat\u0131m<\/h3>\n
Se\u00e7im s\u0131ralama, dizideki en k\u00fc\u00e7\u00fck eleman\u0131 bulup dizinin ba\u015f\u0131na yerle\u015ftirir ve bu i\u015flemi kalan dizi i\u00e7in tekrarlar.  Kabarc\u0131k s\u0131ralamaya g\u00f6re daha verimlidir, ancak yine de O(n\u00b2) zaman karma\u015f\u0131kl\u0131\u011f\u0131na sahiptir. Her ad\u0131mda, dizideki en k\u00fc\u00e7\u00fck unsuru bulmak i\u00e7in t\u00fcm dizi taran\u0131r ve bu y\u00fczden b\u00fcy\u00fck dizilerde yava\u015ft\u0131r.  Ancak, yerinde s\u0131ralama yapar ve ekstra bellek gerektirmez.  K\u00fc\u00e7\u00fck veri k\u00fcmeleri i\u00e7in tercih edilebilir bir y\u00f6ntemdir.<\/p>\n
<\/p>\n
\n\nfunction selectionSort(arr) {\n  for (let i = 0; i < arr.length - 1; i++) {\n    let minIndex = i;\n    for (let j = i + 1; j < arr.length; j++) {\n      if (arr[j] < arr[minIndex]) {\n        minIndex = j;\n      }\n    }\n    [arr[i], arr[minIndex]] = [arr[minIndex], arr[i]];\n  }\n  return arr;\n}\n\nconsole.log(selectionSort([5, 2, 8, 1, 9, 4])); \/\/ \u00c7\u0131kt\u0131: [1, 2, 4, 5, 8, 9]\n<\/code>\n<\/pre>\n
<\/code><\/p>\n
\u0130leri D\u00fczey S\u0131ralama Algoritmalar\u0131<\/h2>\n
Birle\u015ftirme S\u0131ralama (Merge Sort): B\u00f6l ve Y\u00f6net Yakla\u015f\u0131m\u0131<\/h3>\n
Birle\u015ftirme s\u0131ralama, \"b\u00f6l ve y\u00f6net\" yakla\u015f\u0131m\u0131n\u0131 kullanan, olduk\u00e7a verimli bir algoritmad\u0131r.  Diziyi s\u00fcrekli olarak ikiye b\u00f6ler, alt dizileri s\u0131ralar ve sonra bu s\u0131ral\u0131 alt dizileri birle\u015ftirir.  En k\u00f6t\u00fc durum zaman karma\u015f\u0131kl\u0131\u011f\u0131 O(n log n)'dir ve b\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in idealdir.  Ancak, yerinde s\u0131ralama yapmaz ve ekstra bellek gerektirir.  Veri b\u00fcy\u00fckl\u00fc\u011f\u00fc artt\u0131k\u00e7a performans fark\u0131 daha belirgin hale gelir. Daha detayl\u0131 bilgi i\u00e7in fatihsoysal.com<\/a> sitesini ziyaret edebilirsiniz.<\/p>\n
<\/p>\n
\n\nfunction mergeSort(arr) {\n  if (arr.length <= 1) {\n    return arr;\n  }\n  const mid = Math.floor(arr.length \/ 2);\n  const left = arr.slice(0, mid);\n  const right = arr.slice(mid);\n  return merge(mergeSort(left), mergeSort(right));\n}\n\nfunction merge(left, right) {\n  let result = [];\n  let i = 0;\n  let j = 0;\n  while (i < left.length && j < right.length) {\n    if (left[i] < right[j]) {\n      result.push(left[i]);\n      i++;\n    } else {\n      result.push(right[j]);\n      j++;\n    }\n  }\n  return result.concat(left.slice(i)).concat(right.slice(j));\n}\n\nconsole.log(mergeSort([5, 2, 8, 1, 9, 4])); \/\/ \u00c7\u0131kt\u0131: [1, 2, 4, 5, 8, 9]\n<\/code>\n<\/pre>\n
<\/code><\/p>\n
H\u0131zl\u0131 S\u0131ralama (Quick Sort): Pivot Eleman\u0131n \u00d6nemi<\/h3>\n
H\u0131zl\u0131 s\u0131ralama, ortalama olarak O(n log n) zaman karma\u015f\u0131kl\u0131\u011f\u0131na sahip, verimli bir algoritmad\u0131r.  Bir \"pivot\" eleman\u0131 se\u00e7er ve diziyi pivot'tan k\u00fc\u00e7\u00fck ve b\u00fcy\u00fck elemanlar olmak \u00fczere ikiye b\u00f6ler.  Bu i\u015flemi, alt diziler i\u00e7in tekrarlar.  Ortalama performans\u0131 y\u00fcksek olmas\u0131na ra\u011fmen, en k\u00f6t\u00fc durum zaman karma\u015f\u0131kl\u0131\u011f\u0131 O(n\u00b2) olabilir.  Pivot se\u00e7iminin \u00f6nemi b\u00fcy\u00fckt\u00fcr; uygun bir pivot se\u00e7imi performans\u0131 b\u00fcy\u00fck \u00f6l\u00e7\u00fcde etkiler.  Yerinde s\u0131ralama yapar ve ekstra bellek gerektirmez.<\/p>\n
<\/p>\n
\n\nfunction quickSort(arr) {\n  if (arr.length <= 1) {\n    return arr;\n  }\n  const pivot = arr[0];\n  const left = [];\n  const right = [];\n  for (let i = 1; i < arr.length; i++) {\n    if (arr[i] < pivot) {\n      left.push(arr[i]);\n    } else {\n      right.push(arr[i]);\n    }\n  }\n  return quickSort(left).concat([pivot]).concat(quickSort(right));\n}\n\nconsole.log(quickSort([5, 2, 8, 1, 9, 4])); \/\/ \u00c7\u0131kt\u0131: [1, 2, 4, 5, 8, 9]\n<\/code>\n<\/pre>\n
<\/code><\/p>\n
\u00d6\u011frenme Yol Haritas\u0131<\/h2>\n
[Yeni Ba\u015flayan]:<\/strong> Kabarc\u0131k s\u0131ralama ve se\u00e7im s\u0131ralama algoritmalar\u0131n\u0131 anlamak ve basit kod \u00f6rneklerini uygulamak.<\/p>\n
[Orta]:<\/strong> Birle\u015ftirme s\u0131ralama ve h\u0131zl\u0131 s\u0131ralama algoritmalar\u0131n\u0131 \u00f6\u011frenmek, zaman karma\u015f\u0131kl\u0131klar\u0131n\u0131 kar\u015f\u0131la\u015ft\u0131rmak ve farkl\u0131 veri k\u00fcmeleri \u00fczerinde performans analizleri yapmak.<\/p>\n
[\u0130leri D\u00fczey]:<\/strong>  Radix sort, heap sort gibi daha geli\u015fmi\u015f algoritmalar\u0131 ara\u015ft\u0131rmak, algoritma se\u00e7iminde veri yap\u0131s\u0131n\u0131n etkisini anlamak ve ger\u00e7ek d\u00fcnya uygulamalar\u0131nda kar\u015f\u0131la\u015fabilece\u011finiz zorluklar\u0131 \u00e7\u00f6zmek.<\/p>\n
Ger\u00e7ek D\u00fcnya Senaryolar\u0131<\/h2>\n
* E-ticaret:<\/strong> \u00dcr\u00fcnlerin fiyat, pop\u00fclerlik veya kullan\u0131c\u0131 derecelendirmesine g\u00f6re s\u0131ralanmas\u0131.
\n* Veritabanlar\u0131:<\/strong> Verilerin belirli bir s\u00fctuna g\u00f6re s\u0131ralanmas\u0131 (\u00f6rne\u011fin, m\u00fc\u015fteri ad\u0131na g\u00f6re s\u0131ralama).
\n* Arama Motorlar\u0131:<\/strong> Arama sonu\u00e7lar\u0131n\u0131n alaka d\u00fczeyine g\u00f6re s\u0131ralanmas\u0131.
\n* Operasyonel Ara\u015ft\u0131rma:<\/strong> \u00d6rne\u011fin, en k\u0131sa yolda teslimat veya en az maliyetli \u00fcretim planlamas\u0131.<\/p>\n
Performans Kar\u015f\u0131la\u015ft\u0131rmas\u0131<\/h2>\n
| Algoritma       | En \u0130yi Durum | Ortalama Durum | En K\u00f6t\u00fc Durum | Yerinde | Kararl\u0131 |
\n|-----------------|-------------|-----------------|-------------|---------|---------|
\n| Kabarc\u0131k S\u0131ralama | O(n)         | O(n\u00b2)           | O(n\u00b2)         | Evet    | Evet    |
\n| Se\u00e7im S\u0131ralama  | O(n\u00b2)        | O(n\u00b2)           | O(n\u00b2)         | Evet    | Hay\u0131r   |
\n| Birle\u015ftirme S\u0131ralama | O(n log n)  | O(n log n)      | O(n log n)  | Hay\u0131r   | Evet    |
\n| H\u0131zl\u0131 S\u0131ralama   | O(n log n)  | O(n log n)      | O(n\u00b2)         | Evet    | Hay\u0131r   |<\/p>\n
G\u00fcvenlik Uyar\u0131s\u0131<\/h2>\n
\n  Dikkat:<\/strong> B\u00fcy\u00fck veri k\u00fcmelerini i\u015flerken, bellek y\u00f6netimine dikkat etmek \u00f6nemlidir.  Yerinde s\u0131ralama yapmayan algoritmalar, b\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in bellek yetersizli\u011fine yol a\u00e7abilir.\n<\/div>\n
S\u0131k\u00e7a Sorulan Sorular<\/h2>\n
    \n
  • Hangi s\u0131ralama algoritmas\u0131 en iyisidir?<\/b>  En iyi algoritma, veri k\u00fcmesinin boyutuna, veri da\u011f\u0131l\u0131m\u0131na ve di\u011fer k\u0131s\u0131tlamalara ba\u011fl\u0131d\u0131r.  Genellikle b\u00fcy\u00fck veri k\u00fcmeleri i\u00e7in birle\u015ftirme veya h\u0131zl\u0131 s\u0131ralama tercih edilir.<\/li>\n
  • Kararl\u0131 s\u0131ralama nedir?<\/b>  Kararl\u0131 s\u0131ralama, e\u015fit de\u011ferli elemanlar\u0131n orijinal s\u0131ralar\u0131n\u0131 koruyarak s\u0131ralama i\u015flemini ger\u00e7ekle\u015ftirir.<\/li>\n
  • Yerinde s\u0131ralama nedir?<\/b> Yerinde s\u0131ralama, ek bellek kullanmadan, verinin kendisinin \u00fczerine s\u0131ralama i\u015flemini ger\u00e7ekle\u015ftirir.<\/li>\n
  • Zaman karma\u015f\u0131kl\u0131\u011f\u0131 nedir?<\/b> Algoritman\u0131n \u00e7al\u0131\u015fma s\u00fcresinin girdi b\u00fcy\u00fckl\u00fc\u011f\u00fcne g\u00f6re nas\u0131l de\u011fi\u015fti\u011fini g\u00f6steren bir \u00f6l\u00e7\u00fct.<\/li>\n
  • Alan karma\u015f\u0131kl\u0131\u011f\u0131 nedir?<\/b> Algoritman\u0131n kulland\u0131\u011f\u0131 bellek miktar\u0131n\u0131n girdi b\u00fcy\u00fckl\u00fc\u011f\u00fcne g\u00f6re nas\u0131l de\u011fi\u015fti\u011fini g\u00f6steren bir \u00f6l\u00e7\u00fct.<\/li>\n<\/ul>\n
    Sonu\u00e7<\/h2>\n
    Bu rehberde, dizi s\u0131ralama i\u015flemini temel seviyeden ileri seviyeye kadar ele ald\u0131k. Farkl\u0131 algoritmalar\u0131n \u00f6zelliklerini, performanslar\u0131n\u0131 ve uygulama alanlar\u0131n\u0131 inceledik.  Uygun algoritma se\u00e7imi, verimli ve do\u011fru sonu\u00e7lar elde etmek i\u00e7in kritik \u00f6neme sahiptir.  Daha fazla bilgi i\u00e7in \u00e7e\u015fitli kaynaklardan ve online derslerden faydalanabilirsiniz.<\/p>\n
    Yazar: Fatih Soysal<\/p>\n","protected":false},"excerpt":{"rendered":"Dizileri S\u0131ralamak: Tam Bir Rehber Veri i\u015flemede en temel ve en s\u0131k kullan\u0131lan i\u015flemlerden biri dizi s\u0131ralamakt\u0131r. K\u00fc\u00e7\u00fck…","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-28714","1":"post","2":"type-post","3":"status-publish","4":"format-standard","6":"category-genel","7":"cs-entry","8":"cs-video-wrap"},"yoast_head":"\nDizileri S\u0131ralamak: Tam Bir Rehber<\/title>\n<meta name=\"description\" content=\"Veri i\u015flemede en temel ve en s\u0131k kullan\u0131lan i\u015flemlerden biri dizi s\u0131ralamakt\u0131r. K\u00fc\u00e7\u00fck bir veri setinde s\u0131ralama kolay g\u00f6r\u00fcnse de, milyonlarca elemana sahip b\u00fcy\u00fck veri k\u00fcmeleri s\u00f6z konusu oldu\u011funda, verimli ve do\u011fru bir s\u0131ralama algoritmas\u0131n\u0131n se\u00e7imi kritik \u00f6nem ta\u015f\u0131r. Bu rehberde, dizi s\u0131ralama i\u015flemini s\u0131f\u0131rdan ileri seviyeye kadar ele alarak, farkl\u0131 algoritmalar\u0131n performanslar\u0131n\u0131 kar\u015f\u0131la\u015ft\u0131racak, ger\u00e7ek d\u00fcnya senaryolar\u0131na de\u011finecek ve en etkili y\u00f6ntemleri \u00f6\u011frenece\u011fiz.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/\" \/>\n<meta property=\"og:locale\" content=\"tr_TR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dizileri S\u0131ralamak: Tam Bir Rehber\" \/>\n<meta property=\"og:description\" content=\"Veri i\u015flemede en temel ve en s\u0131k kullan\u0131lan i\u015flemlerden biri dizi s\u0131ralamakt\u0131r. K\u00fc\u00e7\u00fck bir veri setinde s\u0131ralama kolay g\u00f6r\u00fcnse de, milyonlarca elemana sahip b\u00fcy\u00fck veri k\u00fcmeleri s\u00f6z konusu oldu\u011funda, verimli ve do\u011fru bir s\u0131ralama algoritmas\u0131n\u0131n se\u00e7imi kritik \u00f6nem ta\u015f\u0131r. Bu rehberde, dizi s\u0131ralama i\u015flemini s\u0131f\u0131rdan ileri seviyeye kadar ele alarak, farkl\u0131 algoritmalar\u0131n performanslar\u0131n\u0131 kar\u015f\u0131la\u015ft\u0131racak, ger\u00e7ek d\u00fcnya senaryolar\u0131na de\u011finecek ve en etkili y\u00f6ntemleri \u00f6\u011frenece\u011fiz.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/\" \/>\n<meta property=\"og:site_name\" content=\"Kodlar\u0131n Gizemli D\u00fcnyas\u0131\" \/>\n<meta property=\"article:published_time\" content=\"2025-09-02T05:30:26+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\/dizileri-siralamak-tam-bir-rehber\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/\"},\"author\":{\"name\":\"Fatih Soysal\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"headline\":\"Dizileri S\u0131ralamak: Tam Bir Rehber\",\"datePublished\":\"2025-09-02T05:30:26+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/\"},\"wordCount\":1235,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/#respond\"]}],\"copyrightYear\":\"2025\",\"copyrightHolder\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/\",\"name\":\"Dizileri S\u0131ralamak: Tam Bir Rehber\",\"isPartOf\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\"},\"datePublished\":\"2025-09-02T05:30:26+00:00\",\"description\":\"Veri i\u015flemede en temel ve en s\u0131k kullan\u0131lan i\u015flemlerden biri dizi s\u0131ralamakt\u0131r. K\u00fc\u00e7\u00fck bir veri setinde s\u0131ralama kolay g\u00f6r\u00fcnse de, milyonlarca elemana sahip b\u00fcy\u00fck veri k\u00fcmeleri s\u00f6z konusu oldu\u011funda, verimli ve do\u011fru bir s\u0131ralama algoritmas\u0131n\u0131n se\u00e7imi kritik \u00f6nem ta\u015f\u0131r. Bu rehberde, dizi s\u0131ralama i\u015flemini s\u0131f\u0131rdan ileri seviyeye kadar ele alarak, farkl\u0131 algoritmalar\u0131n performanslar\u0131n\u0131 kar\u015f\u0131la\u015ft\u0131racak, ger\u00e7ek d\u00fcnya senaryolar\u0131na de\u011finecek ve en etkili y\u00f6ntemleri \u00f6\u011frenece\u011fiz.\",\"breadcrumb\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/#breadcrumb\"},\"inLanguage\":\"tr\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Anasayfa\",\"item\":\"https:\/\/fatihsoysal.com\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Dizileri S\u0131ralamak: Tam Bir Rehber\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#website\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/\",\"name\":\"Fatihsoysal.com\",\"description\":\"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim\",\"publisher\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"tr\"},{\"@type\":[\"Person\",\"Organization\"],\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1\",\"name\":\"Fatih Soysal\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"tr\",\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"contentUrl\":\"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png\",\"width\":512,\"height\":512,\"caption\":\"Fatih Soysal\"},\"logo\":{\"@id\":\"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/\"},\"description\":\"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.\",\"url\":\"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Dizileri S\u0131ralamak: Tam Bir Rehber","description":"Veri i\u015flemede en temel ve en s\u0131k kullan\u0131lan i\u015flemlerden biri dizi s\u0131ralamakt\u0131r. K\u00fc\u00e7\u00fck bir veri setinde s\u0131ralama kolay g\u00f6r\u00fcnse de, milyonlarca elemana sahip b\u00fcy\u00fck veri k\u00fcmeleri s\u00f6z konusu oldu\u011funda, verimli ve do\u011fru bir s\u0131ralama algoritmas\u0131n\u0131n se\u00e7imi kritik \u00f6nem ta\u015f\u0131r. Bu rehberde, dizi s\u0131ralama i\u015flemini s\u0131f\u0131rdan ileri seviyeye kadar ele alarak, farkl\u0131 algoritmalar\u0131n performanslar\u0131n\u0131 kar\u015f\u0131la\u015ft\u0131racak, ger\u00e7ek d\u00fcnya senaryolar\u0131na de\u011finecek ve en etkili y\u00f6ntemleri \u00f6\u011frenece\u011fiz.","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\/dizileri-siralamak-tam-bir-rehber\/","og_locale":"tr_TR","og_type":"article","og_title":"Dizileri S\u0131ralamak: Tam Bir Rehber","og_description":"Veri i\u015flemede en temel ve en s\u0131k kullan\u0131lan i\u015flemlerden biri dizi s\u0131ralamakt\u0131r. K\u00fc\u00e7\u00fck bir veri setinde s\u0131ralama kolay g\u00f6r\u00fcnse de, milyonlarca elemana sahip b\u00fcy\u00fck veri k\u00fcmeleri s\u00f6z konusu oldu\u011funda, verimli ve do\u011fru bir s\u0131ralama algoritmas\u0131n\u0131n se\u00e7imi kritik \u00f6nem ta\u015f\u0131r. Bu rehberde, dizi s\u0131ralama i\u015flemini s\u0131f\u0131rdan ileri seviyeye kadar ele alarak, farkl\u0131 algoritmalar\u0131n performanslar\u0131n\u0131 kar\u015f\u0131la\u015ft\u0131racak, ger\u00e7ek d\u00fcnya senaryolar\u0131na de\u011finecek ve en etkili y\u00f6ntemleri \u00f6\u011frenece\u011fiz.","og_url":"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/","og_site_name":"Kodlar\u0131n Gizemli D\u00fcnyas\u0131","article_published_time":"2025-09-02T05:30:26+00:00","author":"Fatih Soysal","twitter_card":"summary_large_image","twitter_misc":{"Yazan:":"Fatih Soysal","Tahmini okuma s\u00fcresi":"4 dakika"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/#article","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/"},"author":{"name":"Fatih Soysal","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"headline":"Dizileri S\u0131ralamak: Tam Bir Rehber","datePublished":"2025-09-02T05:30:26+00:00","mainEntityOfPage":{"@id":"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/"},"wordCount":1235,"commentCount":0,"publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"inLanguage":"tr","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/#respond"]}],"copyrightYear":"2025","copyrightHolder":{"@id":"https:\/\/fatihsoysal.com\/blog\/#organization"}},{"@type":"WebPage","@id":"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/","url":"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/","name":"Dizileri S\u0131ralamak: Tam Bir Rehber","isPartOf":{"@id":"https:\/\/fatihsoysal.com\/blog\/#website"},"datePublished":"2025-09-02T05:30:26+00:00","description":"Veri i\u015flemede en temel ve en s\u0131k kullan\u0131lan i\u015flemlerden biri dizi s\u0131ralamakt\u0131r. K\u00fc\u00e7\u00fck bir veri setinde s\u0131ralama kolay g\u00f6r\u00fcnse de, milyonlarca elemana sahip b\u00fcy\u00fck veri k\u00fcmeleri s\u00f6z konusu oldu\u011funda, verimli ve do\u011fru bir s\u0131ralama algoritmas\u0131n\u0131n se\u00e7imi kritik \u00f6nem ta\u015f\u0131r. Bu rehberde, dizi s\u0131ralama i\u015flemini s\u0131f\u0131rdan ileri seviyeye kadar ele alarak, farkl\u0131 algoritmalar\u0131n performanslar\u0131n\u0131 kar\u015f\u0131la\u015ft\u0131racak, ger\u00e7ek d\u00fcnya senaryolar\u0131na de\u011finecek ve en etkili y\u00f6ntemleri \u00f6\u011frenece\u011fiz.","breadcrumb":{"@id":"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/#breadcrumb"},"inLanguage":"tr","potentialAction":[{"@type":"ReadAction","target":["https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/fatihsoysal.com\/blog\/dizileri-siralamak-tam-bir-rehber\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Anasayfa","item":"https:\/\/fatihsoysal.com\/blog\/"},{"@type":"ListItem","position":2,"name":"Dizileri S\u0131ralamak: Tam Bir Rehber"}]},{"@type":"WebSite","@id":"https:\/\/fatihsoysal.com\/blog\/#website","url":"https:\/\/fatihsoysal.com\/blog\/","name":"Fatihsoysal.com","description":"Blog - Yaz\u0131l\u0131m D\u00fcnyas\u0131 Tecr\u00fcbelerim","publisher":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/fatihsoysal.com\/blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"tr"},{"@type":["Person","Organization"],"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/002a254750921dcfd568a99e48240dd1","name":"Fatih Soysal","image":{"@type":"ImageObject","inLanguage":"tr","@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/","url":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","contentUrl":"https:\/\/fatihsoysal.com\/blog\/wp-content\/uploads\/2024\/04\/cropped-replicate-prediction-3kgg1hgjn5rgp0cf0p5tr0jw7w-1.png","width":512,"height":512,"caption":"Fatih Soysal"},"logo":{"@id":"https:\/\/fatihsoysal.com\/blog\/#\/schema\/person\/image\/"},"description":"Kullan\u0131m ve kodlama m\u00fckemmeliyetini odak alan uygulamalar olu\u015fturma deneyimine sahip, profesyonel olarak 15+ y\u0131l \u00fczeri deneyime sahip bir yaz\u0131l\u0131m m\u00fchendisi.","url":"https:\/\/fatihsoysal.com\/blog\/author\/fatihsoysal\/"}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/28714","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/comments?post=28714"}],"version-history":[{"count":0,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/posts\/28714\/revisions"}],"wp:attachment":[{"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/media?parent=28714"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/categories?post=28714"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/fatihsoysal.com\/blog\/wp-json\/wp\/v2\/tags?post=28714"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}