{"id":101,"date":"2024-01-22T17:42:39","date_gmt":"2024-01-22T17:42:39","guid":{"rendered":"https:\/\/blog.monevis.com\/algorithmic-trading\/"},"modified":"2024-01-22T17:42:39","modified_gmt":"2024-01-22T17:42:39","slug":"algorithmic-trading","status":"publish","type":"post","link":"https:\/\/blog.monevis.com\/cs\/algorithmic-trading\/","title":{"rendered":"Algoritmick\u00e9 obchodov\u00e1n\u00ed"},"content":{"rendered":"

Algoritmick\u00e9 obchodov\u00e1n\u00ed: Komplexn\u00ed pr\u016fvodce<\/b><\/p>\n

\u00davod do algoritmick\u00e9ho obchodov\u00e1n\u00ed<\/h2><\/p>\n

Algoritmick\u00e9 obchodov\u00e1n\u00ed, zn\u00e1m\u00e9 tak\u00e9 jako automatick\u00e9 obchodov\u00e1n\u00ed nebo obchodov\u00e1n\u00ed \"black-box\", je metoda prov\u00e1d\u011bn\u00ed p\u0159\u00edkaz\u016f pomoc\u00ed naprogramovan\u00fdch, p\u0159edem nastaven\u00fdch obchodn\u00edch pokyn\u016f, kter\u00e9 zohled\u0148uj\u00ed prom\u011bnn\u00e9, jako je \u010das, cena a objem. Tento typ obchodov\u00e1n\u00ed byl vyvinut s c\u00edlem zefektivnit obchodov\u00e1n\u00ed a minimalizovat n\u00e1klady na transakce t\u00edm, \u017ee se z procesu odstran\u00ed lidsk\u00fd faktor. <\/p>\n

Algoritmick\u00e9 obchodov\u00e1n\u00ed lze pou\u017e\u00edt na jak\u00e9mkoli finan\u010dn\u00edm trhu a s jakoukoli strategi\u00ed, v\u010detn\u011b dlouh\u00fdch, kr\u00e1tk\u00fdch a stop-loss p\u0159\u00edkaz\u016f. Kl\u00ed\u010dovou v\u00fdhodou algoritmick\u00e9ho obchodov\u00e1n\u00ed je rychlost a p\u0159esnost, s jakou lze obchody prov\u00e1d\u011bt, co\u017e nab\u00edz\u00ed \u00farove\u0148 konzistence a efektivity, kter\u00e9 lze p\u0159i manu\u00e1ln\u00edm obchodov\u00e1n\u00ed dos\u00e1hnout jen obt\u00ed\u017en\u011b.<\/p>\n

Z\u00e1klady algoritmick\u00e9ho obchodov\u00e1n\u00ed<\/h3><\/p>\n

Algoritmick\u00e9 obchodov\u00e1n\u00ed funguje tak, \u017ee se velk\u00fd p\u0159\u00edkaz rozd\u011bl\u00ed na v\u00edce mal\u00fdch p\u0159\u00edkaz\u016f, aby se sn\u00ed\u017eil dopad p\u0159\u00edkazu na trh. Ke generov\u00e1n\u00ed obchodn\u00edch strategi\u00ed vyu\u017e\u00edv\u00e1 slo\u017eit\u00e9 vzorce a vysokorychlostn\u00ed po\u010d\u00edta\u010dov\u00e9 programy. <\/p>\n

Algoritmy jsou p\u0159edem naprogramov\u00e1ny se sadou pravidel a krit\u00e9ri\u00ed, jako je na\u010dasov\u00e1n\u00ed, cena, mno\u017estv\u00ed nebo jak\u00fdkoli matematick\u00fd model pro rozhodov\u00e1n\u00ed. Mohou sledovat \u0159adu finan\u010dn\u00edch trh\u016f, rozhodovat se na z\u00e1klad\u011b tr\u017en\u00edch podm\u00ednek a na jejich z\u00e1klad\u011b prov\u00e1d\u011bt obchody. <\/p>\n

Typy algoritmick\u00e9ho obchodov\u00e1n\u00ed<\/h4><\/p>\n

Existuje n\u011bkolik typ\u016f algoritmick\u00e9ho obchodov\u00e1n\u00ed. Zde je n\u011bkolik nejb\u011b\u017en\u011bj\u0161\u00edch z nich:<\/p>\n

Vysokofrekven\u010dn\u00ed obchodov\u00e1n\u00ed (HFT):<\/b> Tento typ vyu\u017e\u00edv\u00e1 slo\u017eit\u00e9 algoritmy k anal\u00fdze v\u00edce trh\u016f a prov\u00e1d\u011bn\u00ed p\u0159\u00edkaz\u016f na z\u00e1klad\u011b tr\u017en\u00edch podm\u00ednek. Strategie HFT zahrnuj\u00ed tvorbu trhu, arbitr\u00e1\u017e ud\u00e1lost\u00ed, statistickou arbitr\u00e1\u017e a arbitr\u00e1\u017e latence.<\/p>\n

Statistick\u00e1 arbitr\u00e1\u017e:<\/b> Tato algoritmick\u00e1 strategie je zalo\u017eena na principu mean reversion. P\u0159edpokl\u00e1d\u00e1, \u017ee cena k\u00f3tovan\u00e9ho cenn\u00e9ho pap\u00edru se v pr\u016fb\u011bhu \u010dasu vr\u00e1t\u00ed ke sv\u00e9mu pr\u016fm\u011bru, a obchody jsou umis\u0165ov\u00e1ny tak, aby toho vyu\u017eily.<\/p>\n

Algoritmick\u00e9 skalpov\u00e1n\u00ed:<\/b> C\u00edlem t\u00e9to strategie je uskute\u010dnit velk\u00fd po\u010det obchod\u016f s cenn\u00fdmi pap\u00edry, kter\u00e9 maj\u00ed malou ziskovou mar\u017ei. Je hojn\u011b vyu\u017e\u00edv\u00e1na denn\u00edmi obchodn\u00edky.<\/p>\n

V\u00fdhody algoritmick\u00e9ho obchodov\u00e1n\u00ed<\/h5><\/p>\n

Sn\u00ed\u017een\u00ed transak\u010dn\u00edch n\u00e1klad\u016f:<\/b> Vzhledem k tomu, \u017ee obchody jsou prov\u00e1d\u011bny automaticky a okam\u017eit\u011b, n\u00e1klady na transakce se v\u00fdrazn\u011b sni\u017euj\u00ed.<\/p>\n

P\u0159esnost:<\/b> Algoritmy zaji\u0161\u0165uj\u00ed p\u0159esn\u00e9 proveden\u00ed p\u0159\u00edkaz\u016f t\u00edm nejlep\u0161\u00edm mo\u017en\u00fdm zp\u016fsobem, \u010d\u00edm\u017e se eliminuje mo\u017enost lidsk\u00e9 chyby.<\/p>\n

Rychlost:<\/b> Algoritmy jsou schopny skenovat a zpracov\u00e1vat mno\u017estv\u00ed objedn\u00e1vek rychlost\u00ed, kter\u00e1 je pro \u010dlov\u011bka nemo\u017en\u00e1. <\/p>\n

Sn\u00ed\u017een\u00e9 riziko:<\/b> P\u0159ednastaven\u00edm obchodn\u00edch strategi\u00ed se v\u00fdrazn\u011b sni\u017euje riziko spojen\u00e9 s manu\u00e1ln\u00edm obchodov\u00e1n\u00edm.<\/p>\n

\u00daloha backtestingu v algoritmick\u00e9m obchodov\u00e1n\u00ed<\/h2><\/p>\n

Zp\u011btn\u00e9 testov\u00e1n\u00ed je kl\u00ed\u010dovou sou\u010d\u00e1st\u00ed efektivn\u00edho v\u00fdvoje obchodn\u00edho syst\u00e9mu. Jedn\u00e1 se o proces aplikace obchodn\u00ed strategie na historick\u00e1 data s c\u00edlem ov\u011b\u0159it, jak by se strategie chovala v dan\u00e9m \u010dasov\u00e9m obdob\u00ed. <\/p>\n

Dob\u0159e proveden\u00fd backtest, kter\u00fd p\u0159in\u00e1\u0161\u00ed pozitivn\u00ed v\u00fdsledky, uji\u0161\u0165uje obchodn\u00edky a investory, \u017ee strategie je v z\u00e1sad\u011b zdrav\u00e1 a v budoucnu pravd\u011bpodobn\u011b p\u0159inese pozitivn\u00ed v\u00fdnosy. Je v\u0161ak t\u0159eba m\u00edt na pam\u011bti, \u017ee minul\u00e1 v\u00fdkonnost nen\u00ed v\u017edy ukazatelem budouc\u00edch v\u00fdsledk\u016f.<\/p>\n

Algoritmick\u00e9 obchodn\u00ed platformy<\/h3><\/p>\n

V\u00fdb\u011br spr\u00e1vn\u00e9 platformy pro algoritmick\u00e9 obchodov\u00e1n\u00ed je z\u00e1sadn\u00ed. Mezi obl\u00edben\u00e9 platformy pat\u0159\u00ed MetaTrader, NinjaTrader, TradeStation a Interactive Brokers. Tyto platformy poskytuj\u00ed rozhran\u00ed pro zp\u011btn\u00e9 testov\u00e1n\u00ed i prov\u00e1d\u011bn\u00ed algoritm\u016f. <\/p>\n

Z\u00e1v\u011br<\/h4><\/p>\n

Algoritmick\u00e9 obchodov\u00e1n\u00ed zaznamenalo v posledn\u00edch n\u011bkolika letech obrovsk\u00fd r\u016fst a o\u010dek\u00e1v\u00e1 se, \u017ee poroste i v budoucnu. Poskytuje systemati\u010dt\u011bj\u0161\u00ed p\u0159\u00edstup k aktivn\u00edmu obchodov\u00e1n\u00ed ne\u017e metody zalo\u017een\u00e9 na intuici nebo instinktu lidsk\u00e9ho obchodn\u00edka. Je v\u0161ak t\u0159eba si uv\u011bdomit, \u017ee algoritmick\u00e9 obchodov\u00e1n\u00ed nen\u00ed \u0159e\u0161en\u00edm, jak \"nastavit a zapomenout\" a vyd\u011blat pen\u00edze. Vy\u017eaduje neust\u00e1l\u00e9 sledov\u00e1n\u00ed, zp\u011btn\u00e9 testov\u00e1n\u00ed a optimalizaci, aby z\u016fstalo dlouhodob\u011b ziskov\u00e9. <\/p>\n

Z\u00e1v\u011brem lze \u0159\u00edci, \u017ee algoritmick\u00e9 obchodov\u00e1n\u00ed je n\u00e1strojem, kter\u00fd m\u016f\u017ee obchodn\u00edk\u016fm pomoci prov\u00e1d\u011bt p\u0159\u00edkazy rychle a za nejlep\u0161\u00ed mo\u017enou cenu a z\u00e1rove\u0148 minimalizovat roli lidsk\u00fdch emoc\u00ed v procesu obchodov\u00e1n\u00ed. Stejn\u011b jako ka\u017ed\u00fd jin\u00fd n\u00e1stroj je tak dobr\u00fd, jak dobr\u00fd je \u010dlov\u011bk, kter\u00fd jej pou\u017e\u00edv\u00e1. Je proto velmi d\u016fle\u017eit\u00e9, aby obchodn\u00edci rozum\u011bli algoritm\u016fm, kter\u00e9 pou\u017e\u00edvaj\u00ed, a mohli zas\u00e1hnout, kdykoli se jejich v\u00fdkon projev\u00ed neo\u010dek\u00e1van\u00fdm zp\u016fsobem.<\/p>","protected":false},"excerpt":{"rendered":"

Algorithmic Trading: A Comprehensive Guide Introduction to Algorithmic Trading Algorithmic trading, also known as automated trading or black-box trading, is a method of executing orders using programmed, pre-set trading instructions to account for variables like time, price, and volume. This type of trading was developed to make trading more efficient and to minimize the cost … Pokra\u010dov\u00e1n\u00ed textu Algoritmick\u00e9 obchodov\u00e1n\u00ed<\/span><\/a><\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-101","post","type-post","status-publish","format-standard","hentry","category-education-investors-traders-finance"],"yoast_head":"\nAlgorithmic Trading - Monevis Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/blog.monevis.com\/cs\/algorithmic-trading\/\" \/>\n<meta property=\"og:locale\" content=\"cs_CZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Algorithmic Trading - Monevis Blog\" \/>\n<meta property=\"og:description\" content=\"Algorithmic Trading: A Comprehensive Guide Introduction to Algorithmic Trading Algorithmic trading, also known as automated trading or black-box trading, is a method of executing orders using programmed, pre-set trading instructions to account for variables like time, price, and volume. 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