{"id":5411,"date":"2023-09-06T08:03:23","date_gmt":"2023-09-06T08:03:23","guid":{"rendered":"https:\/\/aix.web.tr\/?p=5411"},"modified":"2023-09-06T08:07:39","modified_gmt":"2023-09-06T08:07:39","slug":"en-iyi-5-satranc-hamle-bulucu","status":"publish","type":"post","link":"https:\/\/aix.web.tr\/en\/en-iyi-5-satranc-hamle-bulucu\/","title":{"rendered":"En iyi 5 satran\u00e7 hamle bulucu"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5411\" class=\"elementor elementor-5411\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e8ee135 elementor-section-stretched elementor-hidden-tablet elementor-hidden-phone elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e8ee135\" 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-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8cbbd8d\" data-id=\"8cbbd8d\" 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-da44e17 elementor-widget elementor-widget-shortcode\" data-id=\"da44e17\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"shortcode.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-shortcode\">\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1494\" class=\"elementor elementor-1494\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-6a0c6bf 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\" data-id=\"e3797c5\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInLeft&quot;}\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ANA SAYFA<\/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\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/hakkimizda\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">HAKKIMIZDA<\/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\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/arastirmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">ARA\u015eTIRMALAR<\/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\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/blog\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">BLOG 4.0<\/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<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-ea69513\" data-id=\"ea69513\" 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-bff95a7 animated-slow elementor-invisible elementor-widget elementor-widget-image\" data-id=\"bff95a7\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;zoomIn&quot;}\" 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\/\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1667\" height=\"790\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png\" class=\"attachment-full size-full wp-image-3104\" alt=\"Aix Logo\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo.png 1667w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-300x142.png 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1024x485.png 1024w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-768x364.png 768w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-1536x728.png 1536w, https:\/\/aix.web.tr\/wp-content\/uploads\/2020\/07\/aix-logo-18x9.png 18w\" sizes=\"(max-width: 1667px) 100vw, 1667px\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-c9c0555\" data-id=\"c9c0555\" 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-1c86e38 elementor-icon-list--layout-inline elementor-align-center animated-slow elementor-list-item-link-full_width elementor-invisible elementor-widget elementor-widget-icon-list\" data-id=\"1c86e38\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInRight&quot;}\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items elementor-inline-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/ders\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">DERS<\/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\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/konusmalar\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">KONU\u015eMALAR<\/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\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/aix.web.tr\/iletisim\/\">\n\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">\u0130LET\u0130\u015e\u0130M<\/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\t\t<li class=\"elementor-icon-list-item elementor-inline-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a 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-89ab554 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"89ab554\" 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-95d8b7d\" data-id=\"95d8b7d\" 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-f52ae5d elementor-widget elementor-widget-heading\" data-id=\"f52ae5d\" 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\">En iyi 5 satran\u00e7 hamle bulucu<\/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-a597c16 elementor-section-content-middle elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a597c16\" 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-6269c04\" data-id=\"6269c04\" 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-6e61e55 elementor-widget elementor-widget-text-editor\" data-id=\"6e61e55\" 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>Satran\u00e7, zekay\u0131 ve stratejiyi bulu\u015fturan b\u00fcy\u00fcleyici bir oyun olarak d\u00fcnya genelinde milyonlarca ki\u015fi taraf\u0131ndan oynan\u0131yor. Her seviyede oyuncu i\u00e7in hem bir zevk kayna\u011f\u0131 hem de s\u00fcrekli bir \u00f6\u011frenme deneyimi sunan bu oyun, y\u0131llarca s\u00fcrd\u00fcr\u00fclen ustala\u015fma s\u00fcreci gerektirir. Ancak teknolojinin geli\u015fmesiyle birlikte, bu \u00f6\u011frenme s\u00fcrecini h\u0131zland\u0131rmak ve rakiplere kar\u015f\u0131 \u00fcst\u00fcn gelmek i\u00e7in m\u00fckemmel bir yard\u0131mc\u0131ya sahibiz: Satran\u00e7 hamle bulucular\u0131. Bu yaz\u0131da, satran\u00e7 hamle bulucular\u0131n ne oldu\u011funu, neden bu ara\u00e7lar\u0131n \u00f6nemli oldu\u011funu ve en iyi 5 satran\u00e7 hamle bulucunun inceliklerini ke\u015ffedece\u011fiz. Satran\u00e7 d\u00fcnyas\u0131na ho\u015f geldiniz, stratejileri geli\u015ftirmeye ba\u015flama zaman\u0131 geldi!<\/p><\/div><\/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-1a3a6c2 elementor-widget elementor-widget-image\" data-id=\"1a3a6c2\" 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=\"712\" height=\"400\" src=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/satranc-en-iyi-hamle-bulucu.webp\" class=\"attachment-large size-large wp-image-5401\" alt=\"En iyi 5 satran\u00e7 hamle bulucu\" srcset=\"https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/satranc-en-iyi-hamle-bulucu.webp 712w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/satranc-en-iyi-hamle-bulucu-300x169.webp 300w, https:\/\/aix.web.tr\/wp-content\/uploads\/2023\/09\/satranc-en-iyi-hamle-bulucu-18x10.webp 18w\" sizes=\"(max-width: 712px) 100vw, 712px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">En iyi 5 satran\u00e7 hamle bulucu<\/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-c290636 elementor-widget elementor-widget-heading\" data-id=\"c290636\" 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. Stockfish<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ecdb94 elementor-widget elementor-widget-text-editor\" data-id=\"7ecdb94\" 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><span>Stockfish (\u00a0<\/span><a href=\"https:\/\/stockfishchess.org\/\" target=\"_blank\" rel=\"noopener\"><span>https:\/\/stockfishchess.org\/<\/span><\/a><span>\u00a0) a\u00e7\u0131k kaynakl\u0131, UCI uyumlu (Evrensel Satran\u00e7 Aray\u00fcz\u00fc, satran\u00e7 motorlar\u0131yla standart bir \u015fekilde ileti\u015fim kurmaya y\u00f6nelik bir protokol anlam\u0131na gelir) bir satran\u00e7 motorudur ve yayg\u0131n olarak en g\u00fc\u00e7l\u00fc satran\u00e7lardan biri olarak kabul edilir. D\u00fcnyadaki motorlar.\u00a0<\/span><strong><span>C++ ile yaz\u0131lm\u0131\u015ft\u0131r ve Windows, Mac ve Linux dahil olmak \u00fczere \u00e7e\u015fitli platformlarda \u00e7al\u0131\u015facak \u015fekilde tasarlanm\u0131\u015ft\u0131r<\/span><\/strong><span>\u00a0.<\/span><br \/><span>G\u00fcc\u00fc a\u00e7\u0131s\u0131ndan Stockfish, pozisyonlar\u0131 kapsaml\u0131 ve do\u011fru bir \u015fekilde analiz etme yetene\u011fiyle tan\u0131n\u0131r.\u00a0Sonu\u00e7 olarak, bilgisayar satranc\u0131 derecelendirmelerinde s\u00fcrekli olarak en \u00fcst s\u0131ralarda yer ald\u0131 ve bir\u00e7ok bilgisayar satranc\u0131 \u015fampiyonas\u0131n\u0131 kazand\u0131.<\/span><\/p><p><span>Stockfish, pozisyonlar\u0131 incelemek ve de\u011ferlendirmek i\u00e7in a\u015fa\u011f\u0131dakiler dahil olmak \u00fczere geli\u015fmi\u015f <a href=\"https:\/\/aix.web.tr\/en\/yapay-zeka-nedir\/\">yapay zeka<\/a> algoritmalar\u0131n\u0131n bir kombinasyonunu kullan\u0131r:<\/span><\/p><ul><li><strong><span>Alfa-Beta Budama<\/span><\/strong><span>\u00a0: En iyi hamleyi i\u00e7ermesi muhtemel olmayan dallar\u0131 budayarak arama a\u011fac\u0131ndaki d\u00fc\u011f\u00fcm say\u0131s\u0131n\u0131 azaltan bir arama algoritmas\u0131.\u00a0Bu, motorun farkl\u0131 hareket se\u00e7eneklerini ayn\u0131 s\u00fcrede aramas\u0131na olanak tan\u0131r.<\/span><\/li><li><strong><span>Sessizlik Aramas\u0131<\/span><\/strong><span>\u00a0: Alfa-beta ara\u015ft\u0131rmas\u0131n\u0131n taktiksel konum problemiyle ilgilenen bir uzant\u0131s\u0131.\u00a0Bu senaryolarda sessiz hareketler (veya daha do\u011frusu malzemeyi ele ge\u00e7irmeyen hareketler) bulundu\u011funda, gelecekteki taktiksel pozisyonlardan do\u011fru bir \u015fekilde ka\u00e7\u0131nmak i\u00e7in yeterince iyi olmayabilir, bu nedenle motorun, pozisyon kontrols\u00fcz hale gelene kadar takip edebilecek olas\u0131 taktiksel hareketleri aramaya devam etmesi gerekir. \u015f\u00fcphe, ger\u00e7ekten sessiz.<\/span><\/li><li><strong><span>Bo\u015f Hareket Budama<\/span><\/strong><span>\u00a0: Motorun, bir taraf\u0131n yararl\u0131 hareketlerinin olmad\u0131\u011f\u0131 konumlar\u0131 h\u0131zl\u0131 bir \u015fekilde belirlemesine olanak tan\u0131yan bir teknik.\u00a0Bu konumlarda motor, hamleyi rakibe kolayca aktarabilir ve bu da hamle se\u00e7eneklerine daha k\u0131sa s\u00fcrede daha iyi bakmay\u0131 m\u00fcmk\u00fcn k\u0131lar.<\/span><\/li><li><strong><span>\u00c7oklu \u0130\u015f Par\u00e7ac\u0131\u011f\u0131<\/span><\/strong><span>\u00a0: Her \u00e7ekirde\u011fin arama a\u011fac\u0131n\u0131n ayr\u0131 bir b\u00f6l\u00fcm\u00fcn\u00fc i\u015fledi\u011fi, \u00e7ok \u00e7ekirdekli i\u015flemcilerden yararlanmak \u00fczere tasarlanm\u0131\u015f bir algoritma.\u00a0Bu, motorun daha h\u0131zl\u0131 arama yapmas\u0131na ve belirli bir s\u00fcre i\u00e7inde daha fazla konumu analiz etmesine olanak tan\u0131r.<\/span><\/li><\/ul><p><span>Stockfish&#8217;i, yukar\u0131da bahsedilen yapay zeka stratejileri arac\u0131l\u0131\u011f\u0131yla de\u011ferlendirme ve karar alma s\u00fcre\u00e7lerine rehberlik etmek i\u00e7in Grandmaster oyunlar\u0131ndan olu\u015fan geni\u015f veritabanlar\u0131 kullan\u0131larak e\u011fitilen &#8220;geleneksel bir satran\u00e7 motoru&#8221; olarak etiketleyebiliriz.<\/span><br \/><span>Stockfish&#8217;in kaynak kodu Github&#8217;da herkese a\u00e7\u0131k olarak bar\u0131nd\u0131r\u0131lmaktad\u0131r ve onu burada bulabilirsiniz:\u00a0<\/span><a href=\"https:\/\/github.com\/official-stockfish\/Stockfish\" target=\"_blank\" rel=\"noopener\"><span>https:\/\/github.com\/official-stockfish\/Stockfish<\/span><\/a><span>\u00a0, GPL (GNU Genel Kamu Lisans\u0131) kapsam\u0131nda yay\u0131nlanm\u0131\u015ft\u0131r.<\/span><\/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-9c2ac11 elementor-widget elementor-widget-heading\" data-id=\"9c2ac11\" 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\">2. AlphaZero<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84569c4 elementor-widget elementor-widget-text-editor\" data-id=\"84569c4\" 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><span>AlphaZero, Google taraf\u0131ndan sat\u0131n al\u0131nan yapay zeka ara\u015ft\u0131rma \u015firketi DeepMind taraf\u0131ndan geli\u015ftirilen bir satran\u00e7 motorudur.<\/span><br \/><span>C++ ve Python ile yaz\u0131lan ve kamuya a\u00e7\u0131klanmayan AlphaZero, yaln\u0131zca birka\u00e7 saatlik kendi kendine oynama e\u011fitiminin ard\u0131ndan oyuna h\u0131zl\u0131 bir \u015fekilde hakim olmas\u0131yla \u00fcnlendi.<\/span><br \/><br \/><span>Satran\u00e7 oynamak i\u00e7in derin sinir a\u011flar\u0131 ve Monte Carlo A\u011fa\u00e7 Aramas\u0131n\u0131n (MCTS) bir kombinasyonunu kullan\u0131yor.\u00a0Sinir a\u011flar\u0131, konumlar\u0131 de\u011ferlendirmek ve yap\u0131lacak en iyi hamleyi tahmin etmek i\u00e7in e\u011fitilirken, MCTS algoritmas\u0131 belirli bir konumdan bir\u00e7ok rastgele oyunu sim\u00fcle ederek en iyi hamleyi aramak i\u00e7in kullan\u0131l\u0131r.\u00a0Sinir a\u011flar\u0131 ve MCTS algoritmalar\u0131 birlikte e\u011fitilerek AlphaZero&#8217;nun hem konumlar\u0131 inceleme yetene\u011fini hem de arama yeteneklerini geli\u015ftirmesine olanak tan\u0131yor.<\/span><br \/><br \/><span>AlphaZero ve Stockfish aras\u0131ndaki temel fark, pozisyonlar\u0131 de\u011ferlendirme ve bir sonraki hamleyi se\u00e7me \u015fekilleridir.\u00a0Stockfish, malzeme dengesi, merkezin kontrol\u00fc ve \u015fah g\u00fcvenli\u011fi gibi fakt\u00f6rleri dikkate alan geleneksel, kurala dayal\u0131 bir de\u011ferlendirme i\u015flevi kullan\u0131r.\u00a0AlphaZero ise ba\u015far\u0131l\u0131 olmak i\u00e7in \u00f6nemli olan kal\u0131plar\u0131 tan\u0131yarak oyunun sonucunu belirli bir konumdan tahmin etmek \u00fczere e\u011fitilmi\u015f derin bir sinir a\u011f\u0131 kullan\u0131yor.<\/span><br \/><br \/><span>AlphaZero, belirli bir konumdan bir\u00e7ok rastgele oyunu sim\u00fcle eden ve aramas\u0131na rehberlik etmek i\u00e7in sonu\u00e7lar\u0131 kullanan olas\u0131l\u0131ksal bir arama algoritmas\u0131 olan MCTS&#8217;yi kullan\u0131r.\u00a0MCTS, AlphaZero&#8217;nun \u00e7ok daha geni\u015f bir olas\u0131l\u0131k yelpazesini ke\u015ffetmesine olanak tan\u0131yarak, taktikler taraf\u0131ndan yan\u0131lt\u0131lmaya daha az e\u011filimli olmas\u0131n\u0131 ve en iyi hamleyi bulma olas\u0131l\u0131\u011f\u0131n\u0131n daha y\u00fcksek olmas\u0131n\u0131 sa\u011flar.<\/span><br \/><br \/><span>Daha \u00f6nce de belirtildi\u011fi gibi, yaln\u0131zca d\u00f6rt saatlik kendi kendine oyun e\u011fitiminin ard\u0131ndan AlphaZero, d\u00fcnyan\u0131n en iyi satran\u00e7 motoru Stockfish&#8217;i 100 oyunluk bir seride 28 galibiyet, 72 beraberlik ve 0 ma\u011flubiyetle yenmeyi ba\u015fard\u0131.\u00a0Bu dikkate de\u011fer bir ba\u015far\u0131yd\u0131 ve AlphaZero&#8217;nun satran\u00e7 oynamaya y\u00f6nelik yapay zeka tabanl\u0131 yakla\u015f\u0131m\u0131n\u0131n g\u00fcc\u00fcn\u00fc ve etkinli\u011fini g\u00f6sterdi.<\/span><br \/><br \/><span>AlphaZero&#8217;nun yaln\u0131zca birka\u00e7 saatlik kendi kendine oyun e\u011fitiminin ard\u0131ndan satran\u00e7ta h\u0131zl\u0131 ustal\u0131\u011f\u0131, derin takviyeli \u00f6\u011frenmenin ve genel olarak yapay zekan\u0131n potansiyelini vurguluyor ve bu oyunda daha fazla ara\u015ft\u0131rma ve geli\u015ftirmeye ilham verdi.<\/span><\/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-dd3c090 elementor-widget elementor-widget-heading\" data-id=\"dd3c090\" 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\">4. Leela Chess Zero (LC0)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5e68cd elementor-widget elementor-widget-text-editor\" data-id=\"d5e68cd\" 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><span>Leela Chess Zero (LC0)\u00a0<\/span><strong><span>, derin \u00f6\u011frenme ve takviyeli \u00f6\u011frenme ilkelerini kullanan a\u00e7\u0131k kaynakl\u0131, yapay zeka tabanl\u0131 bir satran\u00e7 motorudur<\/span><\/strong><span>\u00a0.\u00a0AlphaZero&#8217;dan ilham ald\u0131.<\/span><br \/><span>LC0, genel ama\u00e7l\u0131 hesaplamalar ger\u00e7ekle\u015ftirmek i\u00e7in grafik i\u015flem birimlerinin (GPU&#8217;lar) kullan\u0131lmas\u0131na y\u00f6nelik bir paralel bilgi i\u015flem platformu ve uygulama programlama aray\u00fcz\u00fc (API) olan C++ ve CUDA&#8217;n\u0131n birle\u015fimiyle yaz\u0131lm\u0131\u015ft\u0131r.<\/span><br \/><span>LC0, konumlar\u0131 de\u011ferlendirmek ve kararlar almak i\u00e7in sinir a\u011flar\u0131n\u0131 kullan\u0131r.\u00a0Sinir a\u011flar\u0131, motorun kendisine kar\u015f\u0131 oyunlar oynad\u0131\u011f\u0131 ve bu oyunlar\u0131n sonu\u00e7lar\u0131na g\u00f6re parametrelerini ayarlad\u0131\u011f\u0131 bir kendi kendine oyun s\u00fcreci kullan\u0131larak e\u011fitilir.\u00a0Bu, LC0&#8217;\u0131n zamanla geli\u015fmesini ve daha g\u00fc\u00e7l\u00fc bir satran\u00e7 oyuncusu olmas\u0131n\u0131 sa\u011flar.\u00a0Kendi kendine oynama ve peki\u015ftirmeli \u00f6\u011frenme s\u00fcreci, Monte Carlo A\u011fa\u00e7 Aramas\u0131 (MCTS) ve zamansal fark \u00f6\u011frenimi dahil olmak \u00fczere \u00e7e\u015fitli algoritmalar kullan\u0131larak uygulan\u0131r.<\/span><\/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-aa9ee49 elementor-widget elementor-widget-heading\" data-id=\"aa9ee49\" 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\">5. Mittens<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-11ebd45 elementor-widget elementor-widget-text-editor\" data-id=\"11ebd45\" 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><span>Mittens, birka\u00e7 hafta \u00f6nce pop\u00fcler Chess.com taraf\u0131ndan be\u015f kedi tabanl\u0131 satran\u00e7 motorunun bir par\u00e7as\u0131 olarak piyasaya s\u00fcr\u00fclen bir yapay zeka bot satran\u00e7 motoruydu.<\/span><br \/><br \/><span>UX&#8217;inde hem sevimli hem de masum bir kedi gibi g\u00f6r\u00fcnen Mitten&#8217;\u0131n \u00e7\u00f6p motoru,\u00a0Robert Oppenheimer, Vincent van Gogh, Thanos ve Friedrich Nietzsche&#8217;den al\u0131nt\u0131lar da dahil olmak \u00fczere\u00a0<\/span><strong><span>\u00e7e\u015fitli ses hatlar\u0131yla rakiple konu\u015fuyor .<\/span><\/strong><br \/><br \/><span>Elo derecesi 1 olan bir motor gibi g\u00f6r\u00fcnse de Mittens \u00e7ok g\u00fc\u00e7l\u00fcd\u00fcr ve insan oyunculara kar\u015f\u0131 oynad\u0131\u011f\u0131 milyonlarca oyunun %99&#8217;unu kazanabilmektedir.\u00a0Ger\u00e7ek Elo&#8217;sunun 3200-3500 puan civar\u0131nda oldu\u011fu d\u00fc\u015f\u00fcn\u00fcl\u00fcyor (en iyi GM&#8217;lerin yakla\u015f\u0131k 2700-2800 Elo puan\u0131 var), \u00e7\u00fcnk\u00fc bu seviyedeki AI botlar\u0131n\u0131 yenebilir ancak 3700 dereceli bir motor olan Stockfish 15&#8217;i yenemez.<\/span><br \/><br \/><span>En iyi GM Hikaru Nakamura gibi pop\u00fcler satran\u00e7 oyuncular\u0131 ve yay\u0131nc\u0131lar\u0131n kamuoyunda yaratt\u0131\u011f\u0131 heyecan sayesinde, motor k\u0131sa s\u00fcrede viral hale geldi ve web sitesine giden trafi\u011fi \u00f6nemli \u00f6l\u00e7\u00fcde art\u0131rd\u0131.\u00a0Ocak ay\u0131nda, ayl\u0131k ortalamaya k\u0131yasla %40 daha fazla oyun oynand\u0131 ve bu da \u00f6l\u00e7eklendirme s\u00fcrecine ili\u015fkin veritaban\u0131 sorunlar\u0131na yol a\u00e7t\u0131.\u00a0\u015eubat ay\u0131nda Chess.com \u015fimdilik Mittens&#8217;i ve di\u011fer kedi motorlar\u0131n\u0131 kald\u0131rd\u0131 ve bunlar\u0131n yerine yapay zekayla \u00e7al\u0131\u015fan be\u015f motor daha koydu.\u00a0Chess.com, web sitesinin pop\u00fclerli\u011finin artmas\u0131n\u0131n neden oldu\u011fu sorunlar\u0131 \u00e7\u00f6zmek i\u00e7in sunucular\u0131n\u0131 y\u00fckseltmeleri ve bulut bili\u015fime daha fazla yat\u0131r\u0131m yapmalar\u0131 gerekti\u011fini belirtti.<\/span><br \/><br \/><span>Her ne kadar baz\u0131 spek\u00fclasyonlar bu satran\u00e7 motorunun C ve C++ ile yaz\u0131lm\u0131\u015f ve g\u00fcc\u00fc UCI satran\u00e7 motoruyla kar\u015f\u0131la\u015ft\u0131r\u0131labilecek bir UCI satran\u00e7 motoru olan Komodo&#8217;nun \u00fczerine in\u015fa edilmi\u015f olabilece\u011fini g\u00f6sterse de, bu satran\u00e7 motorunun olu\u015fturuldu\u011fu teknolojiler hakk\u0131nda spesifik bir bilgi mevcut de\u011fildir. motorlar daha \u00f6nce tart\u0131\u015f\u0131lm\u0131\u015ft\u0131.<\/span><\/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-23a09d7 elementor-widget elementor-widget-heading\" data-id=\"23a09d7\" 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\"><a href=\"https:\/\/aix.web.tr\/yapay-zeka-satranc-motoru\/\">Bonus: Chessus<\/a><\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbf1043 elementor-widget elementor-widget-text-editor\" data-id=\"cbf1043\" 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>Satran\u00e7 oyununun t\u00fcm hamleleri ve satran\u00e7 stratejisi i\u00e7in kullan\u0131lan bir satran\u00e7 motorudur (<a href=\"https:\/\/aix.web.tr\/yapay-zeka-satranc-motoru\/\">yaz\u0131 i\u00e7in t\u0131klay\u0131n\u0131z<\/a>). A\u015fa\u011f\u0131daki temel prensiplere dayal\u0131 olarak en uygun hamleyi bulmak i\u00e7in \u00fc\u00e7 seviyeli derinlemesine ara\u015ft\u0131rma, minimax algoritmas\u0131 ve alfa-beta kesme algoritmas\u0131n\u0131 i\u00e7eren bir dallanma modeli kullan\u0131r\u0131z:<\/p><ol><li><p>Malzeme De\u011ferlendirmesi: Her oyuncunun sahip oldu\u011fu toplam ta\u015f say\u0131s\u0131n\u0131 hesaba katarak, ta\u015flar\u0131n de\u011ferini de\u011ferlendiririz. Bu, oyuncular\u0131n materyal avantaj\u0131n\u0131 ve dezavantaj\u0131n\u0131 de\u011ferlendirmemize yard\u0131mc\u0131 olur.<\/p><\/li><li><p>Merkezi Kontrol: Oyunun erken a\u015famalar\u0131nda, ta\u015flar\u0131n merkezi meydanlarda bulunmas\u0131 stratejik bir avantaj sa\u011flar. Chessus, merkezi meydanlara \u00f6zel bir vurgu yapar ve bu b\u00f6lgelerdeki hamleleri \u00f6nemser.<\/p><\/li><li><p>Olas\u0131 Hamle Say\u0131s\u0131: Her pozisyon i\u00e7in m\u00fcmk\u00fcn olan hamleleri hesaplamak, Chessus&#8217;un hamle se\u00e7iminde \u00f6nemli bir fakt\u00f6rd\u00fcr. B\u00fcy\u00fck bir hamle se\u00e7enekleri aras\u0131ndan en iyi olan\u0131n\u0131 se\u00e7mek i\u00e7in derinlemesine ara\u015ft\u0131rma yapar\u0131z.<\/p><\/li><li><p>\u015eah ve \u015eah Mat Durumu: Oyunun sonuna do\u011fru Chessus, oyuncular\u0131n \u015fah pozisyonlar\u0131n\u0131 ve \u015fah mat durumunu dikkate al\u0131r. \u015eah\u0131n tehlikede olup olmad\u0131\u011f\u0131n\u0131 ve mat tehditlerini de\u011ferlendirir.<\/p><\/li><li><p>Piyon Yap\u0131s\u0131: Piyonlar, satran\u00e7 oyununun stratejik \u00f6nemini ta\u015f\u0131yan ta\u015flard\u0131r. Chessus, piyonlar\u0131n konumunu ve yap\u0131s\u0131n\u0131 de\u011ferlendirir ve piyon yap\u0131s\u0131n\u0131n oyuncunun pozisyonunu nas\u0131l etkiledi\u011fini hesaplar.<\/p><\/li><\/ol><p>Bu temel prensiplere dayal\u0131 olarak Chessus, en iyi hamleyi bulmak i\u00e7in derinlemesine bir analiz yapar ve oyunculara en iyi stratejik karar\u0131 verme konusunda yard\u0131mc\u0131 olur.<\/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-e678a7d elementor-widget elementor-widget-heading\" data-id=\"e678a7d\" 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\">Satran\u00e7 hamle bulucular\u0131n gelece\u011fi <\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7130430 elementor-widget elementor-widget-text-editor\" data-id=\"7130430\" 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>Satran\u00e7 hamle bulucular\u0131n gelece\u011fi olduk\u00e7a parlak g\u00f6r\u00fcn\u00fcyor. Bu teknolojik ara\u00e7lar, yapay zeka ve veri analiti\u011fi konular\u0131ndaki s\u00fcrekli ilerlemelerle birlikte daha da geli\u015fmeye devam ediyor. Gelecekte, satran\u00e7 hamle bulucular\u0131n daha ak\u0131ll\u0131 ve \u00f6zelle\u015ftirilmi\u015f hale gelmesi muhtemel. Oyuncular\u0131n oyun tarzlar\u0131na ve g\u00fc\u00e7l\u00fc ve zay\u0131f y\u00f6nlerine daha iyi adapte olabilecekler ve daha \u00f6zg\u00fcn \u00f6neriler sunabilecekler. Ayr\u0131ca, bu ara\u00e7lar sosyal medya ve \u00e7evrimi\u00e7i platformlarda daha fazla entegrasyon ve payla\u015f\u0131m se\u00e7enekleri sunabilir, b\u00f6ylece satran\u00e7 toplulu\u011fu daha da b\u00fcy\u00fcyebilir. Satran\u00e7 hamle bulucular, hem amat\u00f6r hem de profesyonel oyuncular i\u00e7in vazge\u00e7ilmez birer \u00f6\u011frenme ve geli\u015fim kayna\u011f\u0131 olarak kalmaya devam edecek gibi g\u00f6r\u00fcn\u00fcyor.<\/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-0d32bd6 elementor-widget elementor-widget-heading\" data-id=\"0d32bd6\" 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<h3 class=\"elementor-heading-title elementor-size-default\">Sonu\u00e7<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99ec3dd elementor-widget elementor-widget-text-editor\" data-id=\"99ec3dd\" 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>Sonu\u00e7 olarak, satran\u00e7 hamle bulucular, her seviyedeki oyuncular i\u00e7in de\u011ferli bir ara\u00e7t\u0131r. Hem yeni ba\u015flayanlar hem de deneyimli oyuncular, bu ara\u00e7lar\u0131 kullanarak oyunlar\u0131n\u0131 geli\u015ftirebilir ve rakiplerine kar\u015f\u0131 daha g\u00fc\u00e7l\u00fc hamleler yapabilirler. Satran\u00e7 hamle bulucular, farkl\u0131 a\u00e7\u0131l\u0131\u015flar, taktikler ve stratejiler konusunda \u00f6\u011frenme f\u0131rsatlar\u0131 sunar, b\u00f6ylece satran\u00e7 becerilerinizi s\u00fcrekli olarak iyile\u015ftirebilirsiniz. Ayr\u0131ca, online satran\u00e7 toplulu\u011funda rekabet etmek veya arkada\u015flar\u0131n\u0131zla oynamak i\u00e7in m\u00fckemmel bir kaynakt\u0131r. Satran\u00e7 hamle bulucular\u0131n, satran\u00e7 tutkunlar\u0131 i\u00e7in vazge\u00e7ilmez bir yard\u0131mc\u0131 oldu\u011funu s\u00f6yleyebiliriz. Bu harika ara\u00e7lar\u0131 kullanarak, satran\u00e7ta daha iyi bir oyuncu olma yolculu\u011funuza ba\u015flayabilir ve satran\u00e7 d\u00fcnyas\u0131n\u0131n keyfini \u00e7\u0131karabilirsiniz.<\/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-2c3d3b8 elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2c3d3b8\" 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-718ec05\" data-id=\"718ec05\" 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-c3fbef3 elementor-widget elementor-widget-image\" data-id=\"c3fbef3\" 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 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-d3b7b4c elementor-widget elementor-widget-heading\" data-id=\"d3b7b4c\" 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-53f2e68 elementor-widget elementor-widget-heading\" data-id=\"53f2e68\" 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\">Yapay Zeka 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-6232a5c elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"6232a5c\" 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-b81e631\" data-id=\"b81e631\" 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-73cf535 elementor-widget elementor-widget-heading\" data-id=\"73cf535\" 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-aa8952c premium-blog-align-left elementor-widget elementor-widget-premium-addon-blog\" data-id=\"aa8952c\" 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=\"5411\">\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>En iyi 5 satran\u00e7 hamle bulucu Satran\u00e7, zekay\u0131 ve stratejiyi bulu\u015fturan b\u00fcy\u00fcleyici bir oyun olarak d\u00fcnya genelinde milyonlarca ki\u015fi taraf\u0131ndan oynan\u0131yor. Her seviyede oyuncu i\u00e7in&hellip;<\/p>","protected":false},"author":1,"featured_media":5401,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[13],"tags":[99,17],"class_list":["post-5411","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","tag-satranc","tag-yapay-zeka"],"_links":{"self":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5411","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=5411"}],"version-history":[{"count":0,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/posts\/5411\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media\/5401"}],"wp:attachment":[{"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/media?parent=5411"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/categories?post=5411"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aix.web.tr\/en\/wp-json\/wp\/v2\/tags?post=5411"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}