Dzɔdzɔmeŋutinunya le Algo Asitsatsa: Ƒomeviwo, Dɔwɔwɔ Robots kple Mɔnuwo 2024

Egbegbe ganyawo nye nusi ŋu womate ŋu abu o nenye be gaɖɔliɖɔli kple gaxɔmenudzraƒewo mele eme o. Woyɔa asitsatsa le nyatakakadzraɖoƒe siawo be
asitsatsa . Asitsalawo zãa kɔmpiuta mɔ̃ɖaŋununya ƒe mɔnukpɔkpɔwo vevie be woana woƒe asitsatsa nanɔ bɔbɔe. Woyɔa asitsatsa to akɔntabubu ƒe kpɔɖeŋuwo kple kɔmpiuta mɔ̃ɖaŋununya zazã me be algorithmic trading. Nyati sia ƒo nu tso asitsatsa sia ƒomevi le ganyawo ƒe asiwo me, eƒe ƒomeviwo, mɔnu siwo wozã, viɖe kple kuxi siwo le eme, kɔmpiutadziɖoɖo siwo wozã ŋu.

Nukae nye Algorithmic asitsatsa (algorithmic asitsatsa) .

Gɔmesese eve le nya “algorithmic trading” alo “algorithmic trading” ŋu. Le go gbãtɔ me la, nya sia gɔmee nye mɔnu si dzi woato awɔ nudɔdɔ gã aɖe le asi me, si nu woʋunɛ vivivi le se aɖewo nu eye womae ɖe nudɔdɔ sue geɖe me le wo ɖokui si, siwo ƒe asi kple agbɔsɔsɔme le wo ɖokui si. Woɖoa nudɔdɔ ɖesiaɖe ɖe asi me be woawɔe. Taɖodzinu si le mɔ̃ɖaŋununya sia ŋue nye be wòana wòanɔ bɔbɔe na asitsalawo be woawɔ asitsadɔ gã siwo wòle be woawɔ le mɔ si womate ŋu ade dzesii boo o nu. Le kpɔɖeŋu me, ele be nàƒle gome 200,000, eye gome 4 le ɖoƒe ɖesiaɖe me le ɣeyiɣi ɖeka me.
Gɔmesese evelia si le nya sia ŋue nye ɖoɖo si ʋua nudɔdɔwo le akɔntabubu aɖe si wona nu asitsalawo ƒe gomekpɔkpɔ manɔmee. Woɖoa akɔntabubuwo be woakpɔ viɖe tẽ tso asitsatsa me numekuku le wo ɖokui si me. Wogayɔa ɖoɖo siawo be ”
asitsatsa robot “. Wozãa algorithmic asitsatsa kple algorithmic asitsatsa le asitɔtrɔwo me, siwo dometɔ aɖewoe nye cryptocurrency asitɔtrɔwo, kple Forex.

Nukae nye nu vevitɔ si le algorithmic asitsatsa me?

Algo asitsatsa bia be woaƒo nyatakaka siwo ku ɖe nunɔamesi aɖe koŋ ŋu nu ƒu ɖe eƒe ŋgɔyiyi ŋutinya nu, woatia akɔntabubumɔnu siwo woatsɔ awɔ asitsatsa kple asitsatsa ƒe robot siwo sɔ. Be woanya asi la, wozãa nusiwo ate ŋu adzɔ ƒe nufiafia ŋudɔ, wokpɔa asitsatsa ƒe gbɔdzɔgbɔdzɔwo kple alesi wòate ŋu adzɔe be woagadzɔ ake le etsɔme. Tiatia ƒomevi etɔ̃e li. Ne eŋutinunyala la zãa asi ƒe mɔnu la, ezãa akɔntabubu ƒe mɔfiamewo kple dzɔdzɔmeŋusẽ ƒe kpɔɖeŋuwo. Domenyiŋusẽfianu ƒe mɔnu la lɔ sewo toto vɛ to kɔmpiutadziɖoɖowo kple nunya wɔwɔe dzi ɖe eme. Kɔmpiutadziɖoɖo tɔxɛ aɖe si wɔa dɔ le se gbogbo aɖewo ŋu hedoa wo kpɔe wɔa Automatic.

Algorithmic asitsatsa ƒomevi kawoe li?

Wowɔa asitsatsa le algorithmic nu ŋudɔ le nu vevi geɖe me:

1. Mɔ̃ɖaŋununya Ŋuti Numekuku . Asitsatsa ƒe dɔmawɔmawɔ nyuie zazã kple dzesidede nusiwo le edzi yim fifia to akɔntabubu kple ŋutilã me numekuku xoxowo me.
2. Asitsatsa ƒe asitsatsa . Mɔnu sia nana asitsatsa ƒe gazazãwo nɔa anyi. Woɖoa eteƒe na asitsalawo to asitɔtrɔa me to nudidiwo gbɔ kpɔkpɔ me, si me viɖekpɔkpɔ hã le. Wotu aɖaŋua ɖe akɔntabubu kple nyatakaka siwo tso asiwo me kabakaba dzi.
3. Duƒuƒu le ŋgɔgbe . Nudɔdɔwo ƒe agbɔsɔsɔ me dzodzro le dɔwɔnuwo nu kple wo dometɔ gãtɔ tiatia. Wotu aɖaŋu sia ɖe nyateƒe si wònye be asi gã aɖe anɔ nudɔdɔ gã aɖe ŋu eye wòahe nudɔdɔ geɖe siwo woatsɔ aɖo eteƒe la dzi. Algorithms ku tape kple nudɔdɔ agbalẽ me nyatakakawo me eye wodzea agbagba be yewoaɖɔ ʋuʋu le asitsatsa gãwo me kabakaba wu gomekpɔla bubuwo.
4. Atsu kple asiwo Kple Kpluwo ƒe Asitsatsa . Dɔwɔnu eve alo esi wu nenema do ƒome kple kadodo gã aɖe, gake menye ɖeka kple ɖeka o. Dɔwɔnuawo dometɔ ɖeka ƒe tete ɖa le mɔ si wona ŋu fia be anɔ bɔbɔe be wòatrɔ ayi eƒe ƒuƒoƒoa me. Kadodoa nyanya kpena ɖe ame ŋu be woawɔ asitsatsa si me viɖe le.
5. Nyametsotsowɔwɔ . Mɔnua nɔ te ɖe nunɔamesi siwo ƒe asi ƒe tɔtrɔ sɔ kple wo nɔewo tsɔtsɔ sɔ kple wo nɔewo dzi. Wodaa le nusiwo ɖi wo nɔewo sia dzi ɣeaɖewoɣi le nu vovovowo ta. Nu vevitɔ si le nyametsotsowɔwɔ mee nye nunɔamesi si xɔ asi wu dzadzra kple esi ƒe asi bɔbɔ wu ƒeƒle. Esia awɔe be nunɔamesiawo ƒe asi asɔ, eye nunɔamesi siwo ƒe asi bɔbɔ wu la ƒe asi adzi ɖe edzi. Algorithmic asitsatsa ƒe ɖoɖowo dea dzesi asi ƒe tɔtrɔ le asi me eye wowɔa arbitrage nubabla siwo me viɖe le.

   

6. Asitsatsa si me tɔtrɔwo le . Asitsatsa ƒomevi aɖe si me nu sesẽwo le, si me woƒlea tiatia vovovowo le. Asitsalawo kpɔa mɔ be adzɔa ƒe tɔtrɔ adzi ɖe edzi ne wole edzram eye wòaɖiɖi ne ele nu ƒlem. Asitsatsa sia ƒomevi bia dɔwɔnuwo ƒe ŋutete gã aɖe kple eŋutinunyala bibiwo.

Dɔwɔwɔ ƒe mɔnuwo le algorithmic asitsatsa me, nyateƒe bliboa ku ɖe robot asitsatsa ŋu: https://youtu.be/eg3s0c_X_ao

Ɣekaɣie kple aleke algorithmic asitsatsa dze, abe nudzɔdzɔ ene

Woto algorithmic asitsatsa vɛ le ƒe 1970 ƒeawo ƒe gɔmedzedze esime wowɔ NASDAQ, si nye asitɔtrɔ gbãtɔ si zã kɔmpiuta dzi asitsatsa. Le ŋkeke mawo me la, gadelawo gãwo koe ate ŋu awɔ asitsatsa le mɔ̃ɖaŋununya nu, ame tsɛwo mekpɔa mɔ̃ɖaŋununya mawo tɔgbe o. Kɔmpiutawo mede blibo ɣemaɣi o, eye le ƒe 1987 me la, vodada aɖe dzɔ le mɔ̃ɖaŋununya me si na Amerikatɔwo ƒe asitsatsa mu. Le ƒe 1998 me la, SEC – United States ƒe Dedienɔnɔ Ŋuti Dɔwɔha ɖe mɔ le se nu be woazã elektrɔnik asitsatsa ƒe mɔnuwo. Ele be woabu ƒe sia be enye ŋkeke si dzi algorithmic trading do le eƒe egbegbe nɔnɔme me. Le ƒe 2000 ƒeawo ƒe gɔmedzedze la, wozãa kɔmpiuta tsɔ wɔa asitsatsa le sɛkɛnd ʋee aɖewo me. Gake robotwo ƒe gomekpɔkpɔ le asi me mede 90% o. Kaka ƒe 2009 naɖo la, wowu nudɔdɔwo nu le asitɔtrɔwo me le milisekɔnd me, eye
asitsatsa ƒe robotwo wɔa asitsatsa ƒe 60%. Le ƒe 2012 megbe la, nɔnɔmea trɔ. Alesi womate ŋu agblɔ asi o la na kɔmpiutadziɖoɖo siwo nɔ anyi ɣemaɣi la do kpo nu. Woɖe asitsatsa siwo wowɔna le wo ɖokui si ƒe alafa memamã dzi kpɔtɔ va ɖo 50% le wo katã me. Be woaƒo asa na vodadawo la, wodze nunya wɔwɔewo toto vɛ kple wo zazã gɔme.

Aleke algorithmic asitsatsa to vovo na algorithmic asitsatsa?

Togbɔ be edze abe nukpɔsusuawo ɖi wo nɔewo ene hã la, ele be ame nade vovototo nukpɔsusu siwo nye “algorithmic trading” kple “algorithmic trading” dome. Le go gbãtɔ me la, wofia mɔnu si dzi woato awɔ nudɔdɔ gã aɖe to emama ɖe akpa aɖewo me eye emegbe woatsɔe aɖo ɖe se aɖewo nu, eye le go evelia me la, woƒoa nu tso ɖoɖo aɖe si wowɔna le wo ɖokui si si wɔa nudɔdɔwo asitsala aɖeke manɔmee le se aɖewo nu ŋu akɔntabubumɔ̃. Wozãa akɔntabubuwo le algorithmic asitsatsa me tsɔ naa asitsalawo ƒe asitsatsa gãwo wɔwɔ bɔbɔe. Le algorithmic asitsatsa me la, wozãa wo tsɔ bua asitsatsa ŋu eye woʋua nɔƒewo be woadzi gakpɔkpɔ ɖe edzi.

Kɔmpiutadziɖoɖo kae sɔ na algorithmic asitsatsa?

Esi wònye be kɔmpiutadziɖoɖowo zazã le asitsatsa to kɔmpiuta dzi bia be nàzã kɔmpiutadziɖoɖowo ta la, ele be nàtia kɔmpiutadziɖoɖo nyuitɔ. Asitsatsa ƒe robot ye nye dɔwɔnu vevitɔ si wozãna tsɔ srɔ̃a asitsatsa si wowɔna le wo ɖokui si. Àte ŋu awɔe wò ŋutɔ to
programming languages ​​zazã me , alo azã nuƒolanɔƒea atsɔ awɔe.

Nukae wòle be woaɖo ŋkui hafi awɔ algorithmic trading?

Gbã la, enyo be míagblɔ be ele be algo asitsalawo nate ŋu awɔ ɖoɖo, elabena woate ŋu abi ɖe mɔ̃ akpa gãtɔ dzi to aɖaŋu sia me dzodzro me. Ele be ɖoɖowɔɖi ƒe gbegbɔgblɔ si wozãna na akɔntabubu ƒe asitsatsa nasɔ kple mɔ̃wo kple akɔntabubumɔnu siwo katã wole wɔwɔm. Dɔwɔɖoɖowo ƒe gbegbɔgblɔ si sɔ wue nye C# (C-sharp). Wozãnɛ le mɔ̃wo abe TSLab, StockSharp, WealthLab ene me. Ne womenya ɖoɖowɔɖi ƒe gbegbɔgblɔ o la, ahiã be woabi ɖe ɖoɖowɔɖi 2 mamlɛawo me ɣleti geɖe.

Alesi woawɔ axe mɔ ɖe nusiwo bu nu ne wole algorithmic asitsatsa wɔm, afɔkudzikpɔkpɔ

Enye vodada gã aɖe be woaxɔe ase be ɖeko wòle be asitsalawo ƒe akɔntabubumɔ̃ nawɔ asitsatsa ƒe robot. Ele be woaxe mɔ ɖe afɔkuwo katã nu ahaɖe wo ɖa. Elektrikŋusẽ, Internet kadodo kple vodadawo le akɔntabubu kple ɖoɖowɔɖiwo me ate ŋu ana nàbu nu geɖe eye wòana gakpɔkpɔ nagasu asiwò kura o. infrastructure server si me wowɔa algorithmic trading le ateŋu ado kpo nu zi ɖeka alo dɔwɔɖoɖoa ateŋu agbugbɔ adze dɔ gɔme ɖe edzi. Be nàɖe kuxi siwo le server la ŋu ɖa la, àte ŋu ahaya server alo nàdo tɔwò ɖe dzi. Ne esia meli o la, ele be nàxɔ server tso dɔwɔƒe si li ke si si kadodo nyui le gbɔ. Ele be ŋusẽ ƒe vovototo suetɔ kekeake nanɔ ɖoɖoa ŋu si nye 40-50%. Kadodo ƒe kuxiwo dzɔna le vome ɣesiaɣi. Àteŋu aɖo kadodoa ale be asitɔtrɔa natu teƒewo ne kadodoa bu vɔ. Woléa ŋku ɖe nyatakakawo ƒe packet ƒe gbegblẽ ŋu to WatchDog tracking algorithms dzi. Asitsatsa ƒe mɔnu siwo wozãna le asitsatsa me mede blibo o eye wo ƒoƒo ƒu ate ŋu ahe emetsonu vovovowo kura vɛ. Le dɔwɔɖoɖowo me la, woate ŋu awɔ API vodadawo. Woate ŋu aɖe lotawo ƒe asi, agbɔsɔsɔme, asixɔxɔ afia le mɔ gbegblẽ nu. Azɔ hã, woate ŋu awɔ asitsatsa le kwasiɖanuwuwuwo alo ŋkekenyuiwo dzi, woda le asitsatsa ƒe aɖaŋu alo akɔntabubu ƒe seɖoƒewo dzi.

Be woaɖe vodada siawo ɖa la, ehiã be woalé ŋku ɖe nudɔdɔwo kple asitsatsa ƒe mɔnuwo ƒe seɖoƒewo ŋu ahadzro wo me be woaɖe nɔnɔme siwo mesɔ o ɖa.

Ne nɔnɔme kpata aɖe do mo ɖa la, ehiã be woana amesiwo katã tsɔ ɖe le eme la nanya nu tso esia ŋu enumake to SMS, e-mail, ameɖoɖoɖa enumake kple kadodomɔnu bubuwo dzi. Ele vevie ŋutɔ be woaŋlɔ kpododonu ɖesiaɖe ɖe nuŋlɔɖiawo me be woaxe mɔ ɖe eƒe gbugbɔgadzɔ nu le etsɔme. Alesi woawɔ gakpɔkpɔ si mewɔa dɔ o kple algorithmic asitsatsa: https://youtu.be/UeUANvatDdo

Algo asitsatsa: viɖewo kple kuxiwo

Menye “amegbetɔ” ƒe nusiwo ate ŋu akpɔ ŋusẽ ɖe woƒe dɔwɔwɔ dzi o: ɖeɖiteameŋu, seselelãme ƒe gbagbã, kple bubuwo te ŋu nɔa robot siwo dzraa asitsadɔwo wɔm la te o. Esiae nye viɖe vevitɔ si le algorithmic asitsatsa ŋu. Algorithms zɔna ɖe ɖoɖowɔɖi aɖe si me kɔ nyuie dzi eye wometra ɖa tso egbɔ gbeɖe o. Algo asitsatsa ƒe kuxi geɖe le eŋu. Esiawo dometɔ aɖewoe nye, vevietɔ, asitsatsa sia ƒomevi ŋuti nyatakaka siwo womate ŋu akpɔ le dutoƒo o. Ele be asitsala si zãa akɔntabubumɔ̃wo nabi ɖe ɖoɖowɔɖiwo wɔwɔ me, si sesẽ ŋutɔ na ganyawo ŋuti nunyala akpa gãtɔ. Ne asi trɔ la, ahiã be nàtrɔ algorithm la keŋkeŋ. Le asitsatsa ƒe robot ŋɔŋlɔ me la, woate ŋu awɔ vodada aɖe si ana akɔntabubu bliboa nato mɔ gbegblẽ dzi, eye esia ana ga nabu.
Algorithmic asitsatsa nye asitsatsa ƒomevi aɖe si me kɔ vie si mehiã sidzedze menye le asitsatsa me ɖeɖeko o, ke le akɔntabubu kple ɖoɖowɔɖi hã me. Menye ɖeko wòhiã be woate ŋu awɔ akɔntabubu si wodi la ko o, ke boŋ be woaxe mɔ ɖe kadodo ƒe kuxiwo, vodadawo le akɔntabubuwo kple ɖoɖowɔɖi ƒe nuŋɔŋlɔ me hã nu. Ele be nàbu tame nyuie hafi atso nya me be yeadzra nu le mɔ sia nu. Ke hã, ne asitsala la bi ɖe eme eye wòzãe nyuie le nuwɔna me vɔ la, gakpɔkpɔ adzi ɖe edzi ŋutɔ eye wòana eƒe dɔa nanɔ bɔbɔe wu.