{"id":48821,"date":"2026-06-15T04:46:23","date_gmt":"2026-06-15T04:46:23","guid":{"rendered":"https:\/\/www.vtmarkets.com\/tr\/uncategorized\/mt4-ve-mt5te-bir-islem-stratejisi-nasil-geriye-donuk-test-edilir-backtest\/"},"modified":"2026-06-15T04:46:23","modified_gmt":"2026-06-15T04:46:23","slug":"mt4-ve-mt5te-bir-islem-stratejisi-nasil-geriye-donuk-test-edilir-backtest","status":"publish","type":"post","link":"https:\/\/www.vtmarkets.com\/tr-mena\/discover\/mt4-ve-mt5te-bir-islem-stratejisi-nasil-geriye-donuk-test-edilir-backtest\/","title":{"rendered":"MT4 ve MT5\u2019te Bir \u0130\u015flem Stratejisi Nas\u0131l Geriye D\u00f6n\u00fck Test Edilir (Backtest)"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>\u00d6ne \u00c7\u0131kanlar:<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Bir i\u015flem stratejisini \u201cbacktest\u201d etmek (ge\u00e7mi\u015f test), kurallar\u0131n\u0131z\u0131 ger\u00e7ek para riske etmeden \u00f6nce ge\u00e7mi\u015f fiyat verileri \u00fczerinde denemektir.<\/li>\n\n\n\n<li>Ge\u00e7mi\u015f test, ortada bir \u201cavantaj\u201d (piyasada istatistiksel \u00fcst\u00fcnl\u00fck) olup olmad\u0131\u011f\u0131n\u0131 anlaman\u0131n en d\u00fc\u015f\u00fck maliyetli yollar\u0131ndan biridir; ger\u00e7ek para kullan\u0131lmaz.<\/li>\n\n\n\n<li>MetaTrader 4 (MT4) ve MetaTrader 5 (MT5) i\u00e7inde yerle\u015fik Strateji Testeri (Strategy Tester) bulunur; b\u00f6ylece stratejinizi \u00fccretsiz test edebilirsiniz.<\/li>\n\n\n\n<li>Temiz veri, ger\u00e7ek\u00e7i maliyetler ve yeterince b\u00fcy\u00fck i\u015flem \u00f6rneklemi, g\u00fcvenilir test ile yan\u0131lt\u0131c\u0131 test aras\u0131ndaki fark\u0131 yarat\u0131r.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Canl\u0131 \u0130\u015fleme Ge\u00e7meden \u00d6nce Neden Bir \u0130\u015flem Stratejisini Ge\u00e7mi\u015fte Test Etmelisiniz?<\/h2>\n\n\n\n<p>Yeni yat\u0131r\u0131mc\u0131lar\u0131n \u00e7o\u011fu acele eder. Bir kurulum g\u00f6r\u00fcr, heyecanlan\u0131r ve ayn\u0131 g\u00fcn canl\u0131 i\u015flem a\u00e7ar. Piyasa bu aceleyi \u00e7o\u011fu zaman \u00f6d\u00fcllendirmez. Para riske etmeden \u00f6nce fikrinizin ger\u00e7ekten i\u015fe yarad\u0131\u011f\u0131n\u0131 g\u00f6steren kan\u0131ta ihtiyac\u0131n\u0131z var. Bu kan\u0131t, bir stratejiyi ge\u00e7mi\u015fte test etmekten gelir.<\/p>\n\n\n\n<p>Ge\u00e7mi\u015f test; i\u015flem kurallar\u0131n\u0131z\u0131 ge\u00e7mi\u015f piyasa verilerine uygulay\u0131p, ge\u00e7mi\u015fte nas\u0131l sonu\u00e7 verece\u011fini \u00f6l\u00e7me s\u00fcrecidir. Bunu yat\u0131r\u0131mc\u0131lar i\u00e7in u\u00e7u\u015f sim\u00fclat\u00f6r\u00fc gibi d\u00fc\u015f\u00fcn\u00fcn. Hata yapar, y\u00f6nteminizi d\u00fczeltir, g\u00fcven kazan\u0131rs\u0131n\u0131z; sermayenizi riske atmazs\u0131n\u0131z. G\u00fc\u00e7l\u00fc bir ge\u00e7mi\u015f test gelecekte k\u00e2r garantisi vermez, ancak i\u015fe yaramayacak fikirleri h\u0131zl\u0131ca ortaya \u00e7\u0131kar\u0131r.<\/p>\n\n\n\n<p>Bu rehber, sekt\u00f6rde en yayg\u0131n iki platform olan MetaTrader 4 ve MetaTrader 5\u2019te s\u00fcreci ad\u0131m ad\u0131m anlat\u0131r. Hangi veriye ihtiya\u00e7 duydu\u011funuzu, sonu\u00e7lar\u0131n nas\u0131l okunaca\u011f\u0131n\u0131 ve yeni ba\u015flayanlar\u0131 yan\u0131ltan hatalar\u0131 \u00f6\u011frenirsiniz. Sonunda stratejinizi ger\u00e7ek\u00e7i beklentilerle test edebilir hale gelirsiniz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Bir Strateji Ge\u00e7mi\u015f Testi Ger\u00e7ekte Neyi \u00d6l\u00e7er?<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.vtmarkets.com\/tr-mena\/wp-content\/uploads\/sites\/9\/2026\/06\/btsm-r-1024x558.webp\" alt=\"\" class=\"wp-image-52444\"\/><\/figure>\n\n\n\n<p>Ge\u00e7mi\u015f test, ona sordu\u011funuz sorular kadar g\u00fcvenilirdir. Stratejinizi test ederken raporun en alt\u0131ndaki k\u00e2r rakam\u0131na bakmak yetmez. Ama\u00e7, farkl\u0131 piyasa ko\u015fullar\u0131nda \u201cavantaj\u0131n\u201d kalitesini ve istikrar\u0131n\u0131 \u00f6l\u00e7mektir.<\/p>\n\n\n\n<p>A\u015fa\u011f\u0131daki g\u00f6stergeler profesyonellerin en yak\u0131ndan izledikleridir. Her biri performans\u0131n farkl\u0131 bir y\u00f6n\u00fcn\u00fc anlat\u0131r.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Net k\u00e2r ve getiri:<\/strong> Sonu\u00e7; hesap para birimiyle ve ba\u015flang\u0131\u00e7 sermayesine g\u00f6re y\u00fczde olarak g\u00f6sterilir.<\/li>\n\n\n\n<li><strong>Kazanma oran\u0131 (win rate): <\/strong>K\u00e2rla kapanan i\u015flemlerin oran\u0131. Tek ba\u015f\u0131na y\u00fcksek olmas\u0131 yeterli de\u011fildir.<\/li>\n\n\n\n<li><strong>Risk-getiri oran\u0131:<\/strong> Ortalama k\u00e2rl\u0131 i\u015flemlerin b\u00fcy\u00fckl\u00fc\u011f\u00fcn\u00fcn, ortalama zararl\u0131 i\u015flemlere g\u00f6re kar\u015f\u0131la\u015ft\u0131rmas\u0131.<\/li>\n\n\n\n<li><strong>Maksimum d\u00fc\u015f\u00fc\u015f (maximum drawdown): <\/strong>Hesap de\u011ferinin (equity\/\u00f6zsermaye) zirveden dibe en b\u00fcy\u00fck gerilemesi; en \u00f6nemli \u201cac\u0131 e\u015fi\u011fi\u201d g\u00f6stergelerinden biridir.<\/li>\n\n\n\n<li><strong>K\u00e2r fakt\u00f6r\u00fc (profit factor): <\/strong>Toplam k\u00e2r\u0131n toplam zarara b\u00f6l\u00fcnmesi. 1,0 \u00fcst\u00fc teorik olarak k\u00e2rl\u0131; 1,5 \u00fcst\u00fc daha sa\u011fl\u0131kl\u0131d\u0131r.<\/li>\n\n\n\n<li><strong>Beklenen de\u011fer (expectancy): <\/strong>\u0130\u015flem ba\u015f\u0131na ortalama beklenen k\u00e2r\/zarar.<\/li>\n<\/ul>\n\n\n\n<p>Bunlar\u0131n i\u00e7inde <strong><a href=\"https:\/\/www.investopedia.com\/terms\/m\/maximum-drawdown-mdd.asp\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">maksimum d\u00fc\u015f\u00fc\u015f<\/a><\/strong> ve beklenen de\u011fer \u00f6zellikle \u00f6nemlidir. Bir sistem net k\u00e2r g\u00f6sterebilir ama raporda ger\u00e7ek hayatta ta\u015f\u0131nmas\u0131 zor %60\u2019l\u0131k d\u00fc\u015f\u00fc\u015f gizlenmi\u015f olabilir. Stratejiyi test ederken, raporun g\u00f6sterdi\u011fi en k\u00f6t\u00fc d\u00f6nemde psikolojik olarak dayan\u0131p dayanamayaca\u011f\u0131n\u0131z\u0131 sorgulay\u0131n.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Basit Bir Beklenen De\u011fer Hesab\u0131<\/h3>\n\n\n\n<p>Beklenen de\u011fer, sonu\u00e7lar\u0131 tek bir karar say\u0131s\u0131na indirger. Form\u00fcl basittir:<\/p>\n\n\n\n<p>Beklenen De\u011fer = (Kazanma oran\u0131 \u00d7 Ortalama k\u00e2r) \u2212 (Kaybetme oran\u0131 \u00d7 Ortalama zarar)<\/p>\n\n\n\n<p>Diyelim ki bir ge\u00e7mi\u015f test 200 i\u015flemde \u015fu sonu\u00e7lar\u0131 verdi:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Kazanma oran\u0131: %45 (kaybetme oran\u0131 %55)<\/li>\n\n\n\n<li>Ortalama k\u00e2r: 150 $<\/li>\n\n\n\n<li>Ortalama zarar: 70 $<\/li>\n<\/ul>\n\n\n\n<p>Beklenen De\u011fer = (0,45 \u00d7 150 $) \u2212 (0,55 \u00d7 70 $) = 67,50 $ \u2212 38,50 $ = i\u015flem ba\u015f\u0131na 29 $. Sistem daha s\u0131k kaybetse bile, her i\u015flemde ortalama 29 $ kazanma e\u011filimindedir. Bu, korunmaya de\u011fer pozitif bir avantajd\u0131r.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">MT4 ve MT5\u2019te Bir \u0130\u015flem Stratejisi Nas\u0131l Ge\u00e7mi\u015fte Test Edilir? (Ad\u0131m Ad\u0131m)<\/h2>\n\n\n\n<p><a href=\"https:\/\/www.vtmarkets.com\/metatrader-4\/\" target=\"_blank\" rel=\"noopener\" title=\"\">MetaTrader 4<\/a> ve <a href=\"https:\/\/www.vtmarkets.com\/metatrader-5\/\" target=\"_blank\" rel=\"noopener\" title=\"\">MetaTrader 5<\/a> i\u00e7inde Strateji Testeri (Strategy Tester) adl\u0131 bir ara\u00e7 vard\u0131r. Bireysel yat\u0131r\u0131mc\u0131lar i\u00e7in en g\u00fc\u00e7l\u00fc \u00fccretsiz ara\u00e7lardan biridir ve platformun i\u00e7indedir. Profesyonellerin izledi\u011fi ak\u0131\u015f \u015f\u00f6yledir:<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Kurallar\u0131 yaz\u0131l\u0131 hale getirin: <\/strong>Giri\u015f, \u00e7\u0131k\u0131\u015f, zarar durdur (stop-loss: fiyat tersine giderse zarar\u0131 s\u0131n\u0131rlamak i\u00e7in otomatik kapan\u0131\u015f), k\u00e2r al (take-profit: hedef k\u00e2rda otomatik kapan\u0131\u015f) ve pozisyon b\u00fcy\u00fckl\u00fc\u011f\u00fc (position size: ka\u00e7 lot\/kontrat i\u015flem yap\u0131laca\u011f\u0131) net olmal\u0131. Kural kodlanam\u0131yorsa g\u00fcvenilir \u015fekilde test edilmesi zordur.<\/li>\n\n\n\n<li><strong>Enstr\u00fcman ve zaman aral\u0131\u011f\u0131n\u0131 se\u00e7in: <\/strong>Canl\u0131da i\u015flem yapaca\u011f\u0131n\u0131z sembol ve grafi\u011fi se\u00e7in; \u00f6r. EUR\/USD H1 (1 saatlik) grafik.<\/li>\n\n\n\n<li><strong>Kaliteli ge\u00e7mi\u015f veri toplay\u0131n: <\/strong>M\u00fcmk\u00fcn olan en uzun ve temiz fiyat ge\u00e7mi\u015fini indirin. Veri bo\u015fluklar\u0131 ve hatal\u0131 \u201ctick\u201d (en k\u00fc\u00e7\u00fck fiyat de\u011fi\u015fimi kayd\u0131) sonu\u00e7lar\u0131 bozar.<\/li>\n\n\n\n<li><strong>Strateji Testeri\u2019ni a\u00e7\u0131n: <\/strong>MT5\u2019te G\u00f6r\u00fcn\u00fcm (View) &gt; Strateji Testeri. Expert Advisor (EA: kurallara g\u00f6re otomatik i\u015flem a\u00e7an program) veya g\u00f6stergenizi y\u00fckleyin, tarih aral\u0131\u011f\u0131n\u0131 ve modelleme kalitesini ayarlay\u0131n.<\/li>\n\n\n\n<li><strong>Testi \u00e7al\u0131\u015ft\u0131r\u0131n, raporu okuyun: <\/strong>Sadece k\u00e2ra de\u011fil; \u00f6zsermaye e\u011frisi (equity curve: hesap de\u011ferinin zaman i\u00e7indeki \u00e7izgisi), d\u00fc\u015f\u00fc\u015f ve i\u015flem listesine bak\u0131n.<\/li>\n\n\n\n<li><strong>D\u00fczeltin, sonra ileri test yap\u0131n: <\/strong>Kurallar\u0131 temkinli de\u011fi\u015ftirin, ard\u0131ndan sistemin daha \u00f6nce g\u00f6rmedi\u011fi verilerde do\u011frulay\u0131n.<\/li>\n<\/ol>\n\n\n\n<p>MT5 burada daha g\u00fc\u00e7l\u00fcd\u00fcr. \u00c7oklu pariteyle test, ger\u00e7ek tick verisi ve daha h\u0131zl\u0131 \u00e7ok \u00e7ekirdekli test imk\u00e2n\u0131 sunar. Bu da strateji \u00e7al\u0131\u015fmas\u0131 i\u00e7in avantaj sa\u011flar.<\/p>\n\n\n\n<p>MT4 ise tek semboll\u00fc ve manuel yakla\u015f\u0131mlarda yeterlidir. Her iki platformda da test yapabilirsiniz.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Manuel mi Otomatik mi? Strateji Testinde \u0130ki Y\u00f6ntem<\/h2>\n\n\n\n<p>Herkes kod yazmaz. Stratejinizi test etmek i\u00e7in programc\u0131 olman\u0131z \u015fart de\u011fil. \u0130ki temel yakla\u015f\u0131m vard\u0131r.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Manuel Ge\u00e7mi\u015f Test<\/h3>\n\n\n\n<p>Manuel test; grafikte ge\u00e7mi\u015fe gidip mum mum ilerleyerek, kurallar\u0131n\u0131z\u0131n \u00fcretece\u011fi her i\u015flemi kaydetmektir. Yava\u015ft\u0131r ama grafi\u011fi okuma tecr\u00fcbesi kazand\u0131r\u0131r.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Yorumlamaya dayal\u0131 (discretionary) ve <a href=\"https:\/\/www.wallstreetmojo.com\/price-action-trading\/\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">fiyat hareketi (price action: g\u00f6sterge yerine do\u011frudan fiyat\/mum yap\u0131s\u0131na bakarak i\u015flem)<\/a> odakl\u0131 yat\u0131r\u0131mc\u0131lar i\u00e7in uygundur.<\/li>\n\n\n\n<li>Sadece sinyale de\u011fil, piyasa ba\u011flam\u0131na bakmaya zorlar.<\/li>\n\n\n\n<li>\u201cSe\u00e7erek \u00f6rnekleme\u201d (sadece iyi g\u00f6r\u00fcnen i\u015flemleri se\u00e7me) hatas\u0131na d\u00fc\u015fmemek i\u00e7in disiplin ister.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Otomatik Ge\u00e7mi\u015f Test<\/h3>\n\n\n\n<p>Otomatik test; bir EA veya script ile binlerce i\u015flemi saniyeler i\u00e7inde \u00e7al\u0131\u015ft\u0131rmakt\u0131r. \u0130nsan \u00f6nyarg\u0131s\u0131n\u0131 azalt\u0131r ve <a href=\"https:\/\/www.investopedia.com\/terms\/h\/high-frequency-trading.asp\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">y\u00fcksek frekansl\u0131 i\u015flem (high-frequency: \u00e7ok k\u0131sa s\u00fcrede \u00e7ok say\u0131da i\u015flem)<\/a> ya da kural\u0131 \u00e7ok olan sistemleri test etmenin pratik yoludur.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Sistematik, kurall\u0131 stratejiler i\u00e7in uygundur.<\/li>\n\n\n\n<li>H\u0131zla b\u00fcy\u00fck i\u015flem \u00f6rneklemi \u00fcretir.<\/li>\n\n\n\n<li>Ger\u00e7ek\u00e7i olmak i\u00e7in temiz veri ve do\u011fru kodlama ister.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Bir Strateji Ne Kadar S\u00fcre Ge\u00e7mi\u015fte Test Edilmeli?<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.vtmarkets.com\/tr-mena\/wp-content\/uploads\/sites\/9\/2026\/06\/btsm2-r-1024x558.webp\" alt=\"\" class=\"wp-image-52445\"\/><\/figure>\n\n\n\n<p>Bu sorunun cevab\u0131 iki noktaya ba\u011fl\u0131d\u0131r: \u00d6rneklemdeki i\u015flem say\u0131s\u0131 ve kapsanan piyasa ko\u015fullar\u0131n\u0131n \u00e7e\u015fitlili\u011fi. Ama\u00e7 takvim s\u00fcresi de\u011fil, temsil g\u00fcc\u00fc y\u00fcksek bir \u00f6rneklemdir.<\/p>\n\n\n\n<p>Sonuca g\u00fcvenmeden \u00f6nce \u015fu iki hedefi yakalamaya \u00e7al\u0131\u015f\u0131n:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>En az 100\u2013200 i\u015flem: <\/strong>Birka\u00e7 kazan\u00e7 hi\u00e7bir \u015fey kan\u0131tlamaz. B\u00fcy\u00fck \u00f6rneklem, \u015fans\u0131n sonucu parlatma ihtimalini azalt\u0131r.<\/li>\n\n\n\n<li><strong>Farkl\u0131 piyasa d\u00f6nemleri: <\/strong>Trend, yatay (range: fiyat\u0131n bantta gidip gelmesi) ve oynak d\u00f6nemleri i\u00e7ermeli; m\u00fcmk\u00fcnse 2\u20133 y\u0131l ve \u00fczeri.<\/li>\n<\/ul>\n\n\n\n<p>M5 grafikte bir \u201cscalping\u201d (\u00e7ok k\u0131sa vadeli, k\u00fc\u00e7\u00fck k\u00e2r hedefli h\u0131zl\u0131 i\u015flem) sistemi birka\u00e7 ayda 200 i\u015flem \u00fcretebilir; 1 y\u0131l yeterli olabilir. G\u00fcnl\u00fck grafikte ayda iki i\u015flem yapan bir <a href=\"https:\/\/www.vtmarkets.com\/discover\/what-is-swing-trading\/\" target=\"_blank\" rel=\"noopener\" title=\"\">swing stratejisi<\/a> (birka\u00e7 g\u00fcn\u2013hafta ta\u015f\u0131ma) ayn\u0131 say\u0131ya ula\u015fmak i\u00e7in 5 y\u0131la ihtiya\u00e7 duyabilir. Geriye d\u00f6n\u00fck d\u00f6nem (lookback) se\u00e7imini takvime de\u011fil, i\u015flem s\u0131kl\u0131\u011f\u0131na g\u00f6re yap\u0131n.<\/p>\n\n\n\n<p>A\u015fa\u011f\u0131daki tablo, farkl\u0131 stiller i\u00e7in ba\u015flang\u0131\u00e7 noktas\u0131 sunar.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u0130\u015flem Stili<\/strong><\/td><td><strong>Tipik Zaman Aral\u0131\u011f\u0131<\/strong><\/td><td><strong>\u00d6nerilen Geriye D\u00f6n\u00fck D\u00f6nem<\/strong><\/td><td><strong>Hedef \u00d6rneklem<\/strong><\/td><\/tr><tr><td>Scalping<\/td><td>M1 \u2013 M5<\/td><td>3 \u2013 12 ay<\/td><td>200+ i\u015flem<\/td><\/tr><tr><td>G\u00fcn i\u00e7i i\u015flem<\/td><td>M15 \u2013 H1<\/td><td>1 \u2013 2 y\u0131l<\/td><td>150+ i\u015flem<\/td><\/tr><tr><td>Swing i\u015flem<\/td><td>H4 \u2013 G\u00fcnl\u00fck<\/td><td>3 \u2013 5 y\u0131l<\/td><td>100+ i\u015flem<\/td><\/tr><tr><td>Pozisyon i\u015flemi<\/td><td>G\u00fcnl\u00fck \u2013 Haftal\u0131k<\/td><td>5 \u2013 10 y\u0131l<\/td><td>100+ i\u015flem<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u00dccretsiz Strateji Ge\u00e7mi\u015f Testi Nas\u0131l Yap\u0131l\u0131r?<\/h2>\n\n\n\n<p>Ba\u015flamak i\u00e7in pahal\u0131 abonelik gerekmez. \u00dccretsiz ge\u00e7mi\u015f test, elinizdeki ara\u00e7lar\u0131 do\u011fru kullanmakt\u0131r.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>MetaTrader Strateji Testeri: <\/strong>MT4 ve MT5\u2019te yerle\u015fik test arac\u0131 \u00fccretsizdir ve \u00e7o\u011fu bireysel sistem i\u00e7in yeterlidir.<\/li>\n\n\n\n<li><strong>Demo hesaplar:<\/strong>Kurallar\u0131n\u0131z\u0131 ger\u00e7ek zamanl\u0131 fiyatlarla, para riske etmeden ileri test edin.<\/li>\n\n\n\n<li><strong>Manuel grafik tekrar\u0131: <\/strong>\u00dccretsiz bir grafik arac\u0131nda ge\u00e7mi\u015fe gidin, i\u015flemleri bir tabloda kaydedin.<\/li>\n\n\n\n<li><strong>\u00dccretsiz ge\u00e7mi\u015f veri: <\/strong>Bir\u00e7ok arac\u0131 kurum ve veri sa\u011flay\u0131c\u0131 y\u0131llarca fiyat ge\u00e7mi\u015fini \u00fccretsiz verir.<\/li>\n<\/ul>\n\n\n\n<p>Demo hesap + MT5 Strateji Testeri ile, ge\u00e7mi\u015f veride test edip ard\u0131ndan demoda ileri test yapabilirsiniz. Bu, en d\u00fc\u015f\u00fck maliyetli risk kontrol\u00fcd\u00fcr.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Yapay Zek\u00e2 ile Strateji Ge\u00e7mi\u015f Testi<\/h2>\n\n\n\n<p>Yapay zek\u00e2 art\u0131k pratik bir ara\u00e7. Yat\u0131r\u0131mc\u0131lar, fikirleri daha h\u0131zl\u0131 ve daha \u00e7ok senaryoda test etmek i\u00e7in kullan\u0131yor. Do\u011fru kullan\u0131l\u0131rsa faydal\u0131d\u0131r; dikkatsiz kullan\u0131l\u0131rsa sahte g\u00fcven \u00fcretir.<\/p>\n\n\n\n<p>Strateji testinde yapay zek\u00e2 ve makine \u00f6\u011frenmesinin (veriden \u00f6r\u00fcnt\u00fc \u00f6\u011frenen y\u00f6ntemler) i\u015fe yarad\u0131\u011f\u0131 alanlar:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u00d6r\u00fcnt\u00fc bulma: <\/strong>Y\u0131llarca veriyi taray\u0131p, g\u00f6zden ka\u00e7abilecek tekrar eden kurulumlar\u0131 bulabilir.<\/li>\n\n\n\n<li><strong>Parametre optimizasyonu: <\/strong>De\u011fi\u015fkenlerin binlerce kombinasyonunu deneyip, \u015fansa de\u011fil dayan\u0131kl\u0131l\u0131\u011fa (robust: farkl\u0131 ko\u015fullarda da \u00e7al\u0131\u015fan ayar) odaklanabilir.<\/li>\n\n\n\n<li><strong>Monte Carlo sim\u00fclasyonu: <\/strong>\u0130\u015flem s\u0131ras\u0131n\u0131 binlerce kez rastgele kar\u0131\u015ft\u0131r\u0131p, d\u00fc\u015f\u00fc\u015f (drawdown) riskini zorlayarak test eder. (Monte Carlo: rastgele senaryolarla stres testi)<\/li>\n\n\n\n<li><strong>Kod \u00fcretimi: <\/strong>Yapay zek\u00e2 yard\u0131mc\u0131lar\u0131, yaz\u0131l\u0131 kurallar\u0131 bir EA\u2019ya d\u00f6n\u00fc\u015ft\u00fcrmede yol g\u00f6sterebilir.<\/li>\n<\/ul>\n\n\n\n<p>Ancak \u00f6nemli bir uyar\u0131:<\/p>\n\n\n\n<p>Yapay zek\u00e2 \u201ccurve fitting\u201d (ge\u00e7mi\u015f veriye a\u015f\u0131r\u0131 uydurma: ge\u00e7mi\u015fte kusursuz g\u00f6r\u00fcn\u00fcrken canl\u0131da bozulan strateji) yapmaya \u00e7ok yatk\u0131nd\u0131r. Mutlaka g\u00f6r\u00fclmemi\u015f veriyi \u201c\u00f6rnek d\u0131\u015f\u0131 test\u201d (out-of-sample: geli\u015ftirme s\u0131ras\u0131nda kullan\u0131lmayan veriyle do\u011frulama) i\u00e7in ay\u0131r\u0131n. Ger\u00e7ek olamayacak kadar iyi g\u00f6r\u00fcnen sonu\u00e7lara \u015f\u00fcpheyle yakla\u015f\u0131n.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Strateji Ge\u00e7mi\u015f Testini Bozan Yayg\u0131n Hatalar<\/h2>\n\n\n\n<p>Dikkatli yat\u0131r\u0131mc\u0131 bile yan\u0131lt\u0131c\u0131 sonu\u00e7 \u00fcretebilir. A\u015fa\u011f\u0131daki hatalar, parlak raporlar ile zay\u0131f canl\u0131 performans aras\u0131ndaki fark\u0131n ba\u015fl\u0131ca nedenidir.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>A\u015f\u0131r\u0131 uydurma (overfitting): <\/strong>Sistemi ge\u00e7mi\u015fe kusursuz oturtacak \u015fekilde s\u00fcrekli kurcalamak. Canl\u0131da genelde tekrarlanmaz.<\/li>\n\n\n\n<li><strong>\u0130\u015flem maliyetlerini yok saymak:<\/strong> <a href=\"https:\/\/www.vtmarkets.com\/discover\/the-true-cost-of-a-trade-spread-swap-and-commission\/\" target=\"_blank\" rel=\"noopener\" title=\"\">Spread<\/a> (al\u0131\u015f-sat\u0131\u015f fark\u0131), komisyon, swap\/ta\u015f\u0131ma maliyeti (pozisyonu geceden ta\u015f\u0131maya ba\u011fl\u0131 faiz benzeri \u00fccret) ve kayma (slippage: emrin beklenen fiyattan daha k\u00f6t\u00fc fiyattan ger\u00e7ekle\u015fmesi) getiriyi d\u00fc\u015f\u00fcr\u00fcr; hesaba kat\u0131lmal\u0131d\u0131r.<\/li>\n\n\n\n<li><strong>Gelece\u011fi g\u00f6rme yanl\u0131l\u0131\u011f\u0131 (look-ahead bias): <\/strong>\u0130\u015flem an\u0131nda bilinmeyecek bir bilgiyi yanl\u0131\u015fl\u0131kla kullanmak.<\/li>\n\n\n\n<li><strong>\u00c7ok k\u00fc\u00e7\u00fck \u00f6rneklem: <\/strong>Az say\u0131da i\u015flemden b\u00fcy\u00fck sonu\u00e7 \u00e7\u0131karmak.<\/li>\n\n\n\n<li><strong>Hayatta kalma yanl\u0131l\u0131\u011f\u0131 (survivorship bias): <\/strong>Sadece bug\u00fcn h\u00e2l\u00e2 i\u015flem g\u00f6ren ya da zaten iyi performans verdi\u011fini bildi\u011finiz enstr\u00fcmanlarla test etmek.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u0130\u015flem Maliyetleri Neden \u00d6nemli? K\u0131sa \u00d6rnek<\/h3>\n\n\n\n<p>Diyelim ki ge\u00e7mi\u015f testte 500 i\u015flem ve iyi bir net k\u00e2r g\u00f6r\u00fcn\u00fcyor, ancak maliyetleri eklemediniz. Spread + komisyon toplam\u0131 i\u015flem ba\u015f\u0131na ortalama sadece 5 $ olsa bile etki b\u00fcy\u00fckt\u00fcr:<\/p>\n\n\n\n<p>500 i\u015flem \u00d7 5 $ maliyet = 2.500 $ g\u00f6zden ka\u00e7an gider<\/p>\n\n\n\n<p>3.000 $ kazand\u0131r\u0131yor g\u00f6r\u00fcnen strateji, maliyetler eklenince asl\u0131nda 500 $ b\u0131rak\u0131r. \u00d6zellikle \u00e7ok s\u0131k i\u015flem yapan sistemlerde maliyetleri yok saymak en h\u0131zl\u0131 yan\u0131ltma yoludur. Say\u0131lara g\u00fcvenmeden \u00f6nce ger\u00e7ek\u00e7i i\u015flem maliyetlerini modele ekleyin.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Ba\u015far\u0131l\u0131 Bir Ge\u00e7mi\u015f Test Nas\u0131l Canl\u0131 \u0130\u015flem Plan\u0131na D\u00f6n\u00fc\u015f\u00fcr?<\/h2>\n\n\n\n<p>K\u00e2rl\u0131 bir ge\u00e7mi\u015f test ba\u015flang\u0131\u00e7t\u0131r. Ge\u00e7mi\u015f sonu\u00e7lardan ger\u00e7ek hayata ge\u00e7i\u015f, disiplinli ileri test ve s\u0131k\u0131 risk y\u00f6netimiyle olur. Sermayenizi korumak i\u00e7in bu s\u0131ray\u0131 izleyin.<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>Demoda ileri test: <\/strong>Do\u011frulad\u0131\u011f\u0131n\u0131z kurallar\u0131 en az 1\u20132 ay, para riske etmeden canl\u0131 fiyatlarla uygulay\u0131n.<\/li>\n\n\n\n<li><strong>Ger\u00e7ek parayla k\u00fc\u00e7\u00fck ba\u015flay\u0131n: <\/strong>Anlaml\u0131 sermayeye ge\u00e7meden \u00f6nce k\u00fc\u00e7\u00fck bir canl\u0131 hesapla ilerleyin.<\/li>\n\n\n\n<li><strong>Sabit d\u00fc\u015f\u00fck oranla risk al\u0131n: <\/strong>Tek i\u015flemde hesap bakiyesinin %1\u20132\u2019sinden fazlas\u0131n\u0131 riske etmeyin.<\/li>\n\n\n\n<li><strong>\u0130\u015flem g\u00fcnl\u00fc\u011f\u00fc tutun: <\/strong>Her i\u015flemi kaydedin, canl\u0131 sonu\u00e7lar\u0131 ge\u00e7mi\u015f test beklentileriyle kar\u015f\u0131la\u015ft\u0131r\u0131n.<\/li>\n\n\n\n<li><strong>D\u00f6nemsel kontrol: <\/strong>Piyasa de\u011fi\u015fir; ko\u015fullar de\u011fi\u015ftik\u00e7e avantaj\u0131n\u0131z\u0131 yeniden \u00f6l\u00e7\u00fcn.<\/li>\n<\/ol>\n\n\n\n<p>Not: Ge\u00e7mi\u015f testte bekledi\u011finiz sonu\u00e7lar\u0131 ve canl\u0131 sonu\u00e7lar\u0131 yan yana takip edin. Aradaki fark b\u00fcy\u00fcrse, testiniz ger\u00e7ek\u00e7i de\u011fildir; daha fazla sermaye eklemeden nedeni bulun.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">S\u0131k Sorulan Sorular (SSS)<\/h2>\n\n\n\n<p><strong>S1: Bir i\u015flem stratejisini backtest etmek ne demektir?<\/strong><\/p>\n\n\n\n<p>Strateji kurallar\u0131n\u0131 ge\u00e7mi\u015f fiyat verisine uygulay\u0131p, ge\u00e7mi\u015fte nas\u0131l performans verece\u011fini \u00f6l\u00e7mektir. Ger\u00e7ek para riske etmeden \u00f6nce k\u00e2rl\u0131l\u0131k, maksimum d\u00fc\u015f\u00fc\u015f ve istikrar g\u00f6r\u00fcl\u00fcr.<\/p>\n\n\n\n<p><strong>S2: Bir stratejiyi ne kadar s\u00fcre ge\u00e7mi\u015fte test etmeliyim?<\/strong><\/p>\n\n\n\n<p>Sabit bir s\u00fcre yerine, temsil g\u00fcc\u00fc y\u00fcksek \u00f6rnekleme odaklan\u0131n. Trend, yatay ve oynak d\u00f6nemlerde en az 100\u2013200 i\u015flem hedefleyin. Scalping i\u00e7in aylar yeterli olabilir; swing i\u00e7in y\u0131llar gerekebilir.<\/p>\n\n\n\n<p><strong>S3: \u00dccretsiz ge\u00e7mi\u015f test yapabilir miyim?<\/strong><\/p>\n\n\n\n<p>Evet. MT4\/MT5 Strateji Testeri, demo hesaplar ve manuel grafik incelemesiyle \u00fccretsiz test yap\u0131labilir.<\/p>\n\n\n\n<p><strong>S4: K\u00e2rl\u0131 ge\u00e7mi\u015f test gelecekte k\u00e2r\u0131 garanti eder mi?<\/strong><\/p>\n\n\n\n<p>Hay\u0131r. Ge\u00e7mi\u015f performans gelecek i\u00e7in garanti de\u011fildir. Ge\u00e7mi\u015f test zay\u0131f fikirleri eler ve \u00e7er\u00e7eve sunar; canl\u0131 piyasada kayma, de\u011fi\u015fen ko\u015fullar ve psikoloji devreye girer. \u00d6l\u00e7ek b\u00fcy\u00fctmeden \u00f6nce ileri test yap\u0131n.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Canl\u0131ya ge\u00e7meden kural setinizi \u201cbacktest\u201d edin: MT4\/MT5 Strateji Testeri ile \u00fccretsiz \u00f6l\u00e7\u00fcn. Net k\u00e2rdan \u00e7ok drawdown, beklenen de\u011fer, maliyet ve overfitting riskine odaklan\u0131n.<\/p>\n","protected":false},"author":87,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[82],"tags":[],"class_list":["post-48821","post","type-post","status-publish","format-standard","hentry","category-discover"],"acf":{"acf_article_selection_author":null},"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/posts\/48821","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/users\/87"}],"replies":[{"embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/comments?post=48821"}],"version-history":[{"count":0,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/posts\/48821\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/media?parent=48821"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/categories?post=48821"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.vtmarkets.com\/tr-mena\/wp-json\/wp\/v2\/tags?post=48821"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}