{"id":5330,"date":"2023-08-23T17:01:13","date_gmt":"2023-08-23T17:01:13","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5330"},"modified":"2023-08-23T17:01:14","modified_gmt":"2023-08-23T17:01:14","slug":"satranc-yapay-zekasi-olusturmak-icin-adim-adim-kilavuz","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/satranc-yapay-zekasi-olusturmak-icin-adim-adim-kilavuz\/","title":{"rendered":"Satran\u00e7 yapay zekas\u0131 olu\u015fturmak i\u00e7in ad\u0131m ad\u0131m k\u0131lavuz"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5330\" class=\"elementor elementor-5330\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e724c1b elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e724c1b\" data-element_type=\"section\" data-e-type=\"section\" 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elementor-section-height-min-height elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"6a0c6bf\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-0f33f4b\" data-id=\"0f33f4b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e3797c5 elementor-icon-list--layout-inline elementor-align-center animated-slow elementor-list-item-link-full_width elementor-invisible elementor-widget elementor-widget-icon-list\" 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href=\"https:\/\/aix.web.tr\/basvuru\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">EK\u0130BE KATIL<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1091834 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1091834\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;slideshow&quot;,&quot;background_slideshow_gallery&quot;:[{&quot;id&quot;:531,&quot;url&quot;:&quot;http:\\\/\\\/www.aix.web.tr\\\/wp-content\\\/uploads\\\/2019\\\/12\\\/ezgif.com-video-to-gif-1.gif&quot;}],&quot;shape_divider_bottom&quot;:&quot;mountains&quot;,&quot;background_slideshow_loop&quot;:&quot;yes&quot;,&quot;background_slideshow_slide_duration&quot;:5000,&quot;background_slideshow_slide_transition&quot;:&quot;fade&quot;,&quot;background_slideshow_transition_duration&quot;:500}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t<div class=\"elementor-shape elementor-shape-bottom\" aria-hidden=\"true\" data-negative=\"false\">\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 1000 100\" preserveAspectRatio=\"none\">\n\t<path class=\"elementor-shape-fill\" opacity=\"0.33\" d=\"M473,67.3c-203.9,88.3-263.1-34-320.3,0C66,119.1,0,59.7,0,59.7V0h1000v59.7 c0,0-62.1,26.1-94.9,29.3c-32.8,3.3-62.8-12.3-75.8-22.1C806,49.6,745.3,8.7,694.9,4.7S492.4,59,473,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" opacity=\"0.66\" d=\"M734,67.3c-45.5,0-77.2-23.2-129.1-39.1c-28.6-8.7-150.3-10.1-254,39.1 s-91.7-34.4-149.2,0C115.7,118.3,0,39.8,0,39.8V0h1000v36.5c0,0-28.2-18.5-92.1-18.5C810.2,18.1,775.7,67.3,734,67.3z\"\/>\n\t<path class=\"elementor-shape-fill\" d=\"M766.1,28.9c-200-57.5-266,65.5-395.1,19.5C242,1.8,242,5.4,184.8,20.6C128,35.8,132.3,44.9,89.9,52.5C28.6,63.7,0,0,0,0 h1000c0,0-9.9,40.9-83.6,48.1S829.6,47,766.1,28.9z\"\/>\n<\/svg>\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ab9ca98\" data-id=\"ab9ca98\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bbd2fc0 elementor-widget elementor-widget-heading\" data-id=\"bbd2fc0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Satran\u00e7 yapay zekas\u0131 olu\u015fturmak i\u00e7in ad\u0131m ad\u0131m k\u0131lavuz\n<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-888ab25 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"888ab25\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-fc073cd\" data-id=\"fc073cd\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a134f7a elementor-widget elementor-widget-text-editor\" data-id=\"a134f7a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><div class=\"group w-full text-gray-800 dark:text-gray-100 border-b border-black\/10 dark:border-gray-900\/50 bg-gray-50 dark:bg-[#444654]\"><div class=\"text-base gap-4 md:gap-6 md:max-w-2xl lg:max-w-2xl xl:max-w-3xl p-4 md:py-6 flex lg:px-0 m-auto\"><div class=\"relative flex w-[calc(100%-50px)] flex-col gap-1 md:gap-3 lg:w-[calc(100%-115px)]\"><div class=\"flex flex-grow flex-col gap-3\"><div class=\"min-h-[20px] flex flex-col items-start gap-4 whitespace-pre-wrap\"><div class=\"markdown prose w-full break-words dark:prose-invert dark\"><p>Basit bir satran\u00e7 yapay zekas\u0131 olu\u015fturmam\u0131za yard\u0131mc\u0131 olacak baz\u0131 temel kavramlar\u0131 ke\u015ffedelim:<\/p><ul><li>Hareket Olu\u015fturma<\/li><li>Kurul de\u011ferlendirmesi<\/li><li>Minimax<\/li><li>Alfa beta budama.<\/li><\/ul><p>Her ad\u0131mda, algoritmam\u0131z\u0131 bu zaman i\u00e7inde test edilmi\u015f satran\u00e7 programlama tekniklerinden biriyle geli\u015ftirece\u011fiz. Her birinin algoritman\u0131n oyun tarz\u0131n\u0131 nas\u0131l etkiledi\u011fini g\u00f6sterece\u011fim.<\/p><\/div><p>AIX&#8217;e ait satran\u00e7 yapay zekas\u0131 i\u00e7in <a href=\"https:\/\/aix.web.tr\/yapay-zeka-satranc-motoru\/\">buraya<\/a> t\u0131klayabilirsiniz.<\/p><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c2493a1 elementor-widget elementor-widget-heading\" data-id=\"c2493a1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">1. Ad\u0131m: Satran\u00e7 yapay zekas\u0131 olu\u015fturma ve pano g\u00f6rselle\u015ftirmesini ta\u015f\u0131ma\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ddeb62e elementor-widget elementor-widget-text-editor\" data-id=\"ddeb62e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p class=\"ContentParagraph ContentParagraph_align_left\">Hareket olu\u015fturma i\u00e7in satran\u00e7 .js\u00a0k\u00fct\u00fcphanesini ve tahtay\u0131 g\u00f6rselle\u015ftirmek i\u00e7in\u00a0<a href=\"https:\/\/github.com\/oakmac\/chessboardjs\/\" rel=\"noopener\" target=\"_blank\">satran\u00e7 tahtas.js<\/a>\u00a0kullanaca\u011f\u0131z. Hareket olu\u015fturma k\u00fct\u00fcphanesi temel olarak satranc\u0131n t\u00fcm kurallar\u0131n\u0131 uygular. Buna dayanarak, belirli bir kurul durumu i\u00e7in t\u00fcm yasal hareketleri hesaplayabiliriz.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-091a3b3 elementor-widget elementor-widget-image\" data-id=\"091a3b3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"572\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/jbv1btlp.png\" class=\"attachment-large size-large wp-image-5332\" alt=\"Ta\u015f\u0131ma olu\u015fturma i\u015flevinin g\u00f6rselle\u015ftirilmesi. Ba\u015flang\u0131\u00e7 pozisyonu giri\u015f olarak kullan\u0131l\u0131r ve \u00e7\u0131k\u0131\u015f bu konumdan olas\u0131 t\u00fcm hareketlerdir.\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/jbv1btlp.png 800w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/jbv1btlp-300x215.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/jbv1btlp-768x549.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/jbv1btlp-18x12.png 18w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Ta\u015f\u0131ma olu\u015fturma i\u015flevinin g\u00f6rselle\u015ftirilmesi. Ba\u015flang\u0131\u00e7 pozisyonu giri\u015f olarak kullan\u0131l\u0131r ve \u00e7\u0131k\u0131\u015f bu konumdan olas\u0131 t\u00fcm hareketlerdir.\n<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f1a1ef2 elementor-widget elementor-widget-text-editor\" data-id=\"f1a1ef2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Bu k\u00fct\u00fcphaneleri kullanmak, yaln\u0131zca en ilgin\u00e7 g\u00f6reve odaklanmam\u0131za yard\u0131mc\u0131 olacakt\u0131r: en iyi hareketi bulan algoritmay\u0131 olu\u015fturmak.<\/p><p>T\u00fcm olas\u0131 hareketlerden rastgele bir hareket d\u00f6nd\u00fcren bir i\u015flev olu\u015fturarak ba\u015flayaca\u011f\u0131z:<\/p><p>Bu algoritma \u00e7ok sa\u011flam bir satran\u00e7 oyuncusu olmasa da, asl\u0131nda ona kar\u015f\u0131 oynayabilece\u011fimiz i\u00e7in iyi bir ba\u015flang\u0131\u00e7 noktas\u0131d\u0131r:<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ee031fc elementor-widget elementor-widget-image\" data-id=\"ee031fc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"410\" height=\"402\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/siyah-hareketi.gif\" class=\"attachment-large size-large wp-image-5333\" alt=\"Siyah rastgele hareketler oynar. https:\/\/jsfiddle.net\/lhartikk\/m14epfwb\/ 4&#039;te oynanabilir\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Siyah rastgele hareketler oynar. https:\/\/jsfiddle.net\/lhartikk\/m14epfwb\/ 4'te oynanabilir<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d4f586 elementor-widget elementor-widget-heading\" data-id=\"2d4f586\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ad\u0131m 2 :  Satran\u00e7 yapay zekas\u0131 pozisyon de\u011ferlendirmesi\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1c7ca3d elementor-widget elementor-widget-text-editor\" data-id=\"1c7ca3d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u015eimdi belli bir pozisyonda hangi taraf\u0131n daha g\u00fc\u00e7l\u00fc oldu\u011funu anlamaya \u00e7al\u0131\u015fal\u0131m. Bunu ba\u015farman\u0131n en basit yolu, a\u015fa\u011f\u0131daki tabloyu kullanarak tahtadaki par\u00e7alar\u0131n g\u00f6receli g\u00fcc\u00fcn\u00fc saymakt\u0131r:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dd7e8da elementor-widget elementor-widget-image\" data-id=\"dd7e8da\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"413\" height=\"488\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/taslar.png\" class=\"attachment-large size-large wp-image-5334\" alt=\"ta\u015flar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/taslar.png 413w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/taslar-254x300.png 254w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/taslar-10x12.png 10w\" sizes=\"(max-width: 413px) 100vw, 413px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">ta\u015flar<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5da9ac elementor-widget elementor-widget-text-editor\" data-id=\"b5da9ac\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>De\u011ferlendirme fonksiyonuyla, en y\u00fcksek de\u011ferlendirmeyi veren hareketi se\u00e7en bir algoritma olu\u015fturabiliyoruz:<\/p><p>Tek somut geli\u015fme, algoritmam\u0131z\u0131n art\u0131k m\u00fcmk\u00fcnse bir par\u00e7a yakalayacak olmas\u0131d\u0131r.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8b83522 elementor-widget elementor-widget-image\" data-id=\"8b83522\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"410\" height=\"402\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/siyah-hamle.gif\" class=\"attachment-large size-large wp-image-5335\" alt=\"Siyah, basit de\u011ferlendirme fonksiyonunun yard\u0131m\u0131yla oynar. https:\/\/jsfiddle.net\/lhartikk\/m5q6fgtb\/1\/&#039;de oynanabilir\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Siyah, basit de\u011ferlendirme fonksiyonunun yard\u0131m\u0131yla oynar. https:\/\/jsfiddle.net\/lhartikk\/m5q6fgtb\/1\/'de oynanabilir<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-08793a6 elementor-widget elementor-widget-heading\" data-id=\"08793a6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">3. Ad\u0131m: Minimax kullanarak a\u011fac\u0131 aray\u0131n\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb87e9f elementor-widget elementor-widget-text-editor\" data-id=\"fb87e9f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Daha sonra, algoritman\u0131n en iyi hareketi se\u00e7ebilece\u011fi bir arama a\u011fac\u0131 olu\u015fturaca\u011f\u0131z. Bu,\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/Minimax\" rel=\"noopener\" target=\"_blank\">Minimax<\/a>\u00a0algoritmas\u0131 kullan\u0131larak yap\u0131l\u0131r.<\/p><p>Bu algoritmada, t\u00fcm olas\u0131 hareketlerin \u00f6zyinelemeli a\u011fac\u0131 belirli bir derinli\u011fe kadar ara\u015ft\u0131r\u0131l\u0131r ve konum, a\u011fac\u0131n &#8220;yapraklar\u0131&#8221; nda de\u011ferlendirilir.<\/p><p>Bundan sonra, ta\u015f\u0131nacak beyaz veya siyah olmas\u0131na ba\u011fl\u0131 olarak, \u00e7ocu\u011fun en k\u00fc\u00e7\u00fck veya en b\u00fcy\u00fck de\u011ferini \u00fcst d\u00fc\u011f\u00fcme d\u00f6nd\u00fcr\u00fcr\u00fcz. (Yani, her seviyede sonucu en aza indirmeye veya en \u00fcst d\u00fczeye \u00e7\u0131karmaya \u00e7al\u0131\u015f\u0131yoruz.)<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1fa6fcd elementor-widget elementor-widget-image\" data-id=\"1fa6fcd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"791\" height=\"312\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/minimax.jpeg\" class=\"attachment-large size-large wp-image-5336\" alt=\"Minimax algoritmas\u0131n\u0131n yapay bir konumda g\u00f6rselle\u015ftirilmesi. Beyaz i\u00e7in en iyi hareket b2-c3&#039;t\u00fcr, \u00e7\u00fcnk\u00fc de\u011ferlendirmenin -50 oldu\u011fu bir konuma gelebilece\u011fimizi garanti edebiliriz\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/minimax.jpeg 791w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/minimax-300x118.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/minimax-768x303.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/minimax-18x7.jpeg 18w\" sizes=\"(max-width: 791px) 100vw, 791px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Minimax algoritmas\u0131n\u0131n yapay bir konumda g\u00f6rselle\u015ftirilmesi. Beyaz i\u00e7in en iyi hareket b2-c3't\u00fcr, \u00e7\u00fcnk\u00fc de\u011ferlendirmenin -50 oldu\u011fu bir konuma gelebilece\u011fimizi garanti edebiliriz<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4079154 elementor-widget elementor-widget-text-editor\" data-id=\"4079154\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Minimax uyguland\u0131\u011f\u0131nda, algoritmam\u0131z satranc\u0131n baz\u0131 temel taktiklerini anlamaya ba\u015fl\u0131yor:<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7b7345 elementor-widget elementor-widget-image\" data-id=\"b7b7345\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"396\" height=\"398\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/hamleler.gif\" class=\"attachment-large size-large wp-image-5340\" alt=\"Arama derinli\u011fi 3 olan geli\u015ftirilmi\u015f de\u011ferlendirme ve alfa-beta budama. https:\/\/jsfiddle.net\/q76uzxwe\/1\/&#039;da oynanabilir\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Arama derinli\u011fi 3 olan geli\u015ftirilmi\u015f de\u011ferlendirme ve alfa-beta budama. https:\/\/jsfiddle.net\/q76uzxwe\/1\/'da oynanabilir<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-359e46b elementor-widget elementor-widget-text-editor\" data-id=\"359e46b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Minimax algoritmas\u0131n\u0131n etkinli\u011fi b\u00fcy\u00fck \u00f6l\u00e7\u00fcde elde edebilece\u011fimiz arama derinli\u011fine dayanmaktad\u0131r. Bu, bir sonraki ad\u0131mda geli\u015ftirece\u011fimiz bir \u015feydir.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b8235d elementor-widget elementor-widget-heading\" data-id=\"1b8235d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ad\u0131m 4: Alfa-beta budama\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ec5301 elementor-widget elementor-widget-text-editor\" data-id=\"3ec5301\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p><a href=\"https:\/\/en.wikipedia.org\/wiki\/Alpha%E2%80%93beta_pruning\" rel=\"noopener\" target=\"_blank\">Alfa-beta<\/a>\u00a0budama, arama a\u011fac\u0131ndaki baz\u0131 dallar\u0131 g\u00f6z ard\u0131 etmemizi sa\u011flayan minimax algoritmas\u0131na y\u00f6nelik bir optimizasyon y\u00f6ntemidir. Bu, ayn\u0131 kaynaklar\u0131 kullan\u0131rken minimax arama a\u011fac\u0131n\u0131 \u00e7ok daha derinlemesine de\u011ferlendirmemize yard\u0131mc\u0131 olur.<\/p><p>Alfa-beta budamas\u0131, daha \u00f6nce ke\u015ffedilen bir hareketten daha k\u00f6t\u00fc bir duruma yol a\u00e7an bir hareket bulursak, arama a\u011fac\u0131n\u0131n bir b\u00f6l\u00fcm\u00fcn\u00fc de\u011ferlendirmeyi b\u0131rakabilece\u011fimiz duruma dayan\u0131r.<\/p><p>Alfa-beta budama, minimax algoritmas\u0131n\u0131n sonucunu etkilemez &#8211; sadece daha h\u0131zl\u0131 hale getirir.<\/p><p>Alfa-beta algoritmas\u0131,\u00a0<strong>ilk\u00a0<\/strong>\u00f6nce iyi hareketlere yol a\u00e7an yollar\u0131 ziyaret edersek daha verimlidir.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1bc3f9a elementor-widget elementor-widget-image\" data-id=\"1bc3f9a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"791\" height=\"312\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/alfa-beta-budama.jpeg\" class=\"attachment-large size-large wp-image-5337\" alt=\"Alfa-beta budama kullan\u0131l\u0131p kullan\u0131lmad\u0131\u011f\u0131n\u0131 ve a\u011fac\u0131n a\u00e7\u0131klanan s\u0131rayla ziyaret edilip edilmedi\u011fini ara\u015ft\u0131rmam\u0131za gerek yoktur.\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/alfa-beta-budama.jpeg 791w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/alfa-beta-budama-300x118.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/alfa-beta-budama-768x303.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/alfa-beta-budama-18x7.jpeg 18w\" sizes=\"(max-width: 791px) 100vw, 791px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Alfa-beta budama kullan\u0131l\u0131p kullan\u0131lmad\u0131\u011f\u0131n\u0131 ve a\u011fac\u0131n a\u00e7\u0131klanan s\u0131rayla ziyaret edilip edilmedi\u011fini ara\u015ft\u0131rmam\u0131za gerek yoktur.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f658f6 elementor-widget elementor-widget-text-editor\" data-id=\"9f658f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Alfa-beta ile, a\u015fa\u011f\u0131daki \u00f6rnekte g\u00f6sterildi\u011fi gibi minimax algoritmas\u0131nda \u00f6nemli bir art\u0131\u015f elde ediyoruz:<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-122986c elementor-widget elementor-widget-image\" data-id=\"122986c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"393\" height=\"471\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/minimax-alfa-beta-budama.png\" class=\"attachment-large size-large wp-image-5338\" alt=\"4 derinli\u011finde bir arama yapmak isteyip istemedi\u011fimizi de\u011ferlendirmek i\u00e7in gereken pozisyon say\u0131s\u0131 ve &quot;k\u00f6k&quot; konumu g\u00f6sterilen konumdur.\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/minimax-alfa-beta-budama.png 393w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/minimax-alfa-beta-budama-250x300.png 250w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/minimax-alfa-beta-budama-10x12.png 10w\" sizes=\"(max-width: 393px) 100vw, 393px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">4 derinli\u011finde bir arama yapmak isteyip istemedi\u011fimizi de\u011ferlendirmek i\u00e7in gereken pozisyon say\u0131s\u0131 ve \"k\u00f6k\" konumu g\u00f6sterilen konumdur.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9898a5c elementor-widget elementor-widget-text-editor\" data-id=\"9898a5c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Satran\u00e7 yapay zekas\u0131 alfa-beta geli\u015ftirilmi\u015f s\u00fcr\u00fcm\u00fcn\u00fc denemek i\u00e7in <a href=\"https:\/\/aix.web.tr\/yapay-zeka-satranc-motoru\/\" rel=\"noopener\">bu ba\u011flant\u0131y\u0131<\/a>\u00a0takip edin.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c3fae87 elementor-widget elementor-widget-heading\" data-id=\"c3fae87\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ad\u0131m 5: Geli\u015ftirilmi\u015f de\u011ferlendirme i\u015flevi\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-611f4ea elementor-widget elementor-widget-text-editor\" data-id=\"611f4ea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>\u0130lk de\u011ferlendirme fonksiyonu olduk\u00e7a naiftir, \u00e7\u00fcnk\u00fc sadece tahtada bulunan malzemeyi sayar\u0131z. Bunu geli\u015ftirmek i\u00e7in, de\u011ferlendirmeye par\u00e7alar\u0131n konumunu dikkate alan bir fakt\u00f6r ekliyoruz. \u00d6rne\u011fin, tahtan\u0131n ortas\u0131ndaki bir \u015f\u00f6valye, tahtan\u0131n kenar\u0131ndaki bir \u015f\u00f6valyeden daha iyidir (\u00e7\u00fcnk\u00fc daha fazla se\u00e7ene\u011fe sahiptir ve bu nedenle daha aktiftir).<\/p><p>Orijinal olarak\u00a0<a href=\"https:\/\/chessprogramming.wikispaces.com\/Simplified+evaluation+function\" rel=\"noopener\" target=\"_blank\">satran\u00e7-programlama-wiki&#8217;de<\/a>\u00a0a\u00e7\u0131klanan par\u00e7a kare tablolar\u0131n biraz ayarlanm\u0131\u015f bir s\u00fcr\u00fcm\u00fcn\u00fc kullanaca\u011f\u0131z.<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a29ea64 elementor-widget elementor-widget-image\" data-id=\"a29ea64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"782\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/olasiliklar.png\" class=\"attachment-large size-large wp-image-5339\" alt=\"G\u00f6rselle\u015ftirilen par\u00e7a-kare tablolar g\u00f6rselle\u015ftirildi. Par\u00e7an\u0131n konumuna ba\u011fl\u0131 olarak de\u011ferlendirmeyi azaltabilir veya art\u0131rabiliriz.\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/olasiliklar.png 800w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/olasiliklar-300x293.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/olasiliklar-768x751.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/olasiliklar-12x12.png 12w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">G\u00f6rselle\u015ftirilen par\u00e7a-kare tablolar g\u00f6rselle\u015ftirildi. Par\u00e7an\u0131n konumuna ba\u011fl\u0131 olarak de\u011ferlendirmeyi azaltabilir veya art\u0131rabiliriz.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1126842 elementor-widget elementor-widget-text-editor\" data-id=\"1126842\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>A\u015fa\u011f\u0131daki iyile\u015ftirmeyle, en az\u0131ndan s\u0131radan bir oyuncunun bak\u0131\u015f a\u00e7\u0131s\u0131ndan, baz\u0131 &#8220;iyi&#8221; satran\u00e7 oynayan bir algoritma elde etmeye ba\u015fl\u0131yoruz:<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f0a03f7 elementor-widget elementor-widget-image\" data-id=\"f0a03f7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"396\" height=\"398\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/08\/hamleler.gif\" class=\"attachment-large size-large wp-image-5340\" alt=\"Arama derinli\u011fi 3 olan geli\u015ftirilmi\u015f de\u011ferlendirme ve alfa-beta budama. https:\/\/jsfiddle.net\/q76uzxwe\/1\/&#039;da oynanabilir\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Arama derinli\u011fi 3 olan geli\u015ftirilmi\u015f de\u011ferlendirme ve alfa-beta budama. https:\/\/jsfiddle.net\/q76uzxwe\/1\/'da oynanabilir<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2a60b98 elementor-widget elementor-widget-heading\" data-id=\"2a60b98\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Sonu\u00e7<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5f2b54 elementor-widget elementor-widget-text-editor\" data-id=\"d5f2b54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"\"><div class=\"cell border-box-sizing code_cell rendered\"><div class=\"input\"><div class=\"prompt input_prompt\"><p>Basit bir satran\u00e7 yapay zekas\u0131 i\u00e7in bile g\u00fcc\u00fc, aptalca hatalar yapmamas\u0131d\u0131r. Bununla birlikte, hala stratejik anlay\u0131\u015ftan yoksundur.<\/p><p>Burada tan\u0131tt\u0131\u011f\u0131m y\u00f6ntemlerle, temel satran\u00e7 oynayabilen bir satran\u00e7 oynama algoritmas\u0131 programlayabildik. Son algoritman\u0131n &#8220;yapay zeka k\u0131sm\u0131&#8221; (hareket \u00fcretimi hari\u00e7) sadece 200 sat\u0131r koddur, yani temel kavramlar\u0131n uygulanmas\u0131 olduk\u00e7a basittir. Chessus satran\u00e7 yapay zekas\u0131 algoritmam\u0131za <a href=\"https:\/\/aix.web.tr\/yapay-zeka-satranc-motoru\/\">buradan<\/a> ula\u015fabilirsiniz.<\/p><p>Algoritmada yapabilece\u011fimiz baz\u0131 di\u011fer iyile\u015ftirmeler \u00f6rne\u011fin \u015funlar olabilir:<\/p><ul><li><a href=\"https:\/\/chessprogramming.wikispaces.com\/Move+Ordering\" rel=\"noopener\" target=\"_blank\">Ta\u015f\u0131ma s\u0131ras\u0131<\/a><\/li><li>Daha h\u0131zl\u0131\u00a0<a href=\"https:\/\/chessprogramming.wikispaces.com\/Move+Generation\" rel=\"noopener\" target=\"_blank\">hareket olu\u015fturma<\/a><\/li><li>ve\u00a0<a href=\"https:\/\/chessprogramming.wikispaces.com\/Endgame\" rel=\"noopener\" target=\"_blank\">oyun sonuna<\/a>\u00a0\u00f6zel de\u011ferlendirme.<\/li><\/ul><p>Daha fazla bilgi edinmek istiyorsan\u0131z,\u00a0<a href=\"https:\/\/chessprogramming.wikispaces.com\/\" rel=\"noopener\" target=\"_blank\">satran\u00e7 programlama wiki&#8217;sine<\/a>\u00a0g\u00f6z at\u0131n. Burada tan\u0131tt\u0131\u011f\u0131m bu temel kavramlar\u0131n \u00f6tesini ke\u015ffetmek i\u00e7in yararl\u0131 bir kaynakt\u0131r.<\/p><p>Okudu\u011funuz i\u00e7in te\u015fekk\u00fcrler!<\/p><\/div><\/div><\/div><\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2fcb267 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2fcb267\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ff63bbf\" data-id=\"ff63bbf\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-34223bc elementor-widget elementor-widget-image\" data-id=\"34223bc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/egemen-kaya\/\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1080\" height=\"1080\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png\" class=\"attachment-full size-full wp-image-3715\" alt=\"yapay-zeka-yazar\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar.png 1080w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-300x300.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-1024x1024.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-150x150.png 150w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-768x768.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2022\/05\/yapay-zeka-yazar-12x12.png 12w\" sizes=\"(max-width: 1080px) 100vw, 1080px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4e4dcf0 elementor-widget elementor-widget-heading\" data-id=\"4e4dcf0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\">Dil Edinim Modeli<\/a><\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca45ed6 elementor-widget elementor-widget-heading\" data-id=\"ca45ed6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">Yapay Zeka<\/a> Edit\u00f6r<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eec744d elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"eec744d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-globe elementor-repeater-item-77a48c2\" href=\"https:\/\/aix.web.tr\/yapay-zeka-ghb-dil-edinim-modeli\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Globe<\/span>\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-globe\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-6da0209\" data-id=\"6da0209\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-73eba5e elementor-widget elementor-widget-heading\" data-id=\"73eba5e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Bunlar ilginizi \u00e7ekebilir!<\/h6>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-80b9773 premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"80b9773\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;premium_blog_columns_number&quot;:&quot;33.33%&quot;,&quot;premium_blog_grid&quot;:&quot;yes&quot;,&quot;premium_blog_layout&quot;:&quot;even&quot;,&quot;premium_blog_columns_number_tablet&quot;:&quot;50%&quot;,&quot;premium_blog_columns_number_mobile&quot;:&quot;100%&quot;}\" data-widget_type=\"premium-addon-blog.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\n\n\t\t\t\t<div class=\"premium-blog-wrap  premium-blog-even\" data-page=\"5330\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"158\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg\" class=\"attachment-medium size-medium wp-image-6899\" alt=\"ChatGPT&#039;den Claude&#039;a Neden Ge\u00e7iliyor?\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-300x158.jpeg 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1024x538.jpeg 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-768x403.jpeg 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-1536x806.jpeg 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-2048x1075.jpeg 2048w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/ChatGPTden-Claudea-Neden-Geciliyor-18x9.jpeg 18w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/chatgptden-claudea-neden-geciliyor\/\" target=\"_self\">\n\t\t\t\tChatGPT&#8217;den Claude&#8217;a Neden Ge\u00e7iliyor?\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png\" class=\"attachment-medium size-medium wp-image-6890\" alt=\"Google Gemini Nedir Kapsaml\u0131 Rehber ve \u00d6zellikler\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Google-Gemini-Nedir-Kapsamli-Rehber-ve-Ozellikler.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/google-gemini-nedir-rehberi\/\" target=\"_self\">\n\t\t\t\tGoogle Gemini Nedir? Kapsaml\u0131 Rehber ve \u00d6zellikler\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t<div class=\"premium-blog-post-outer-container\" data-total=\"74\">\n\t\t\t<div class=\"premium-blog-post-container premium-blog-skin-classic\">\n\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumb-effect-wrapper\">\n\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-container premium-blog-zoomin-effect\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"167\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png\" class=\"attachment-medium size-medium wp-image-6883\" alt=\"Yapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor Stratejik G\u00fc\u00e7 Sava\u015f\u0131\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-300x167.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-1024x572.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-768x429.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi-18x10.png 18w, https:\/\/aix.web.tr\/wp-content\/uploads\/2026\/03\/Yapay-Zeka-Ulusal-Altyapi-mi-Oluyor-Stratejik-Guc-Savasi.png 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-thumbnail-overlay\">\n\t\t\t\t\t\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\"><\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"premium-blog-content-wrapper \">\n\n\t\t\t\t\t<div class=\"premium-blog-inner-container\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<p class=\"premium-blog-entry-title\">\n\t\t\t<a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-ulusal-altyapi-yonetimi\/\" target=\"_self\">\n\t\t\t\tYapay Zeka Ulusal Altyap\u0131 m\u0131 Oluyor? Stratejik G\u00fc\u00e7 Sava\u015f\u0131\t\t\t<\/a>\n\t\t<\/p>\n\t\t\t\t<div class=\"premium-blog-entry-meta\">\n\t\t\t\n\t\t\t\n\t\t\t\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t<\/div>\n\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Satran\u00e7 yapay zekas\u0131 olu\u015fturmak i\u00e7in ad\u0131m ad\u0131m k\u0131lavuz Basit bir satran\u00e7 yapay zekas\u0131 olu\u015fturmam\u0131za yard\u0131mc\u0131 olacak baz\u0131 temel kavramlar\u0131 ke\u015ffedelim: Hareket Olu\u015fturma Kurul de\u011ferlendirmesi Minimax&hellip;<\/p>","protected":false},"author":1,"featured_media":5350,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[99,17,7],"class_list":["post-5330","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-satranc","tag-yapay-zeka","tag-yapay-zeka-arastirma"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5330","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/comments?post=5330"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5330\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5350"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5330"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5330"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5330"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}