Programming asitsatsa robotwo: dɔwɔnuwo, gbegbɔgblɔ na ŋgɔyiyi

Le ɖoɖowɔgbalẽ siwo me woŋlɔa asitsatsa robotwo me la menye nyabiase dzodzro o eye ŋuɖoɖo si me kɔ mele eme o. Nyabiase si bɔ wu eye wòdoa dzidzɔ na ame wu na ezãla siwo dzea gomekpɔkpɔ le
algorithmic asitsatsa me gɔme, nye: “Nukae nye ɖoɖowɔɖi gbegbɔgblɔ nyuitɔ kekeake si woatsɔ awɔ asitsatsa robot?”. Ŋuɖoɖo ɖeka aɖeke meli le afisia o, eyata tiatia “si nyo wu” aɖeke meli o. Ne wole dɔwɔnu aɖe tiam hena kpeɖeŋutɔ si ava va la, ele be woabu nu gbogbo aɖewo ŋu: ame ŋutɔ ƒe aɖaŋu si wozã le dɔa me, dɔwɔwɔ kple ɖoɖo siwo wodi, dɔwɔwɔ, modularity, kple bubuawo. Le nyati sia me la, míaƒo nu tso sidzedze, aɖaŋu, kple dɔwɔnu siwo wòle be wòanɔ asiwò be nàte ŋu awɔ robot-aɖaŋuɖola si ŋu kakaɖedzi le na adzɔnuwo ƒe asitsatsa, ɖoɖowɔɖi ƒe gbegbɔgblɔ si sɔ na esia, eye míabu akpa vevi siwo le bot wɔwɔ me hã ŋu .

Nukae nye viɖe kple kuxi siwo le asitsatsa ƒe robot ƒe ɖokuitɔtrɔ ŋu

Kakaɖedzitɔe la, gomekpɔla ɖesiaɖe le asitsatsa ƒe asitɔtrɔ me bu eŋu wu zi ɖeka be yeawɔ ye ŋutɔ yeƒe
robot kpeɖeŋutɔ ɖekaɖeka , si ana asitsatsa ƒe ɖoɖoa nawɔ dɔ le eɖokui si. Mɔ bɔbɔetɔ si dzi woato akpɔ nya sia gbɔe nye be nàte ɖe ɖoɖowɔla aɖe ŋu si abu asitsalawo ƒe didiwo katã ŋu eye wòawɔ asitsatsa ƒe robot si sɔ. Gake “mɔ̃” aɖewo hã le afisia:

• ɖewohĩ aɖaŋu si nàtsɔ ade bot la me la aɖe vi;
• menye asitsala ɖesiaɖee si mɔnukpɔkpɔ le be wòaxe fe ɖe dɔa ta o, elabena ga si woatsɔ awɔ nuŋɔŋlɔ aɖe ate ŋu adze egɔme tso dɔlar 5 dzi eye wòawu enu ɖe ​​akpe geɖe me;
• ƒã hafi, ne ɖoɖoa sɔ na nuƒlela le zi gbãtɔ megbe la, zi geɖe la, woɖoa kɔdasia ɖa be woagbugbɔ ŋku alé ɖe eŋu be woatsɔ aɖɔ gbɔdzɔgbɔdzɔawo ɖo;
• màte ŋu akpɔ nusi eŋutinunyala la ŋlɔ ne mènya ɖoɖowɔɖi ƒe gbegbɔgblɔ o, si ana asixɔxɔ naɖiɖi ɖe adzɔnua ŋu mlɔeba.

Hafi nàto eŋutinunyala bibi aɖe ƒe dɔwɔnawo dzi la, àte ŋu adze agbagba awɔ robot-nuwɔna aɖe. Ðoɖowɔwɔ ƒe aɖaŋuwo mehiã o – subɔsubɔdɔa aƒo aɖaŋuɖola aɖe nu ƒu le eɖokui si le ɖoɖo siwo woɖo va yi nu. Gake le afisia la, àte ŋu ado go kuxi siwo gbɔna hã:

• màte ŋu atsɔ dzesi tiatia aɖeke aɖo ɖoɖoa ŋu o;
• robot mawo mebia be woawɔ dɔ kple numekuku ŋuti nyatakakawo kple nyayɔyɔwo tẽ to API dzi o.

Afɔɖeɖe kawoe le asitsatsa ƒe robo-aɖaŋuɖola wɔwɔ ƒe ɖoɖoa me

Ganyawo me dzodzro, akɔntabubu siwo wotsɔ de eme, asitsatsa ƒe mɔ̃

Gbã la, hafi nàdze asitsatsa ŋuti aɖaŋuɖola aɖe toto vɛ gɔme la, ele be nàkpɔ ŋutete siwo anɔ esi, dɔwɔwɔ siwo wòade eme kple dɔ siwo wòawɔ la le susu me nyuie. Ne èdze robot la ƒe akpa siawo me dzodzro gɔme le ɖoɖowɔɖia wɔɣi la, mɔnukpɔkpɔ nyui aɖe li be nàdze akpa siwo aɖe vi wu didi gɔme, eye le esia ta la, àgawɔ ɖoɖo bliboa emegbe. Afɔɖeɖe gbãtɔe nye be woabu tame, awɔ asitsatsa ƒe ɖoɖo aɖe le se nu eye woawɔe. Ele vevie be woaɖe akɔntabubu sia me tsitotsito ŋutɔ. Wowɔa algorithms na asitsatsa, susuŋudɔwɔwɔ ƒe robotwo: https://youtu.be/02Htg0yy6uc

Ɖo ŋku edzi! Nɔnɔme siwo seɖoƒe meli na o ate ŋu anɔ anyi na robo-aɖaŋuɖola. Ele vevie le afisia be wòaɖo wò nudidiwo gbɔ bliboe eye wòawu dɔ siwo hiã nu, eyata ewɔla ƒe susue nye seɖoƒe le afisia.

Be nàwɔ robot la ƒe nɔnɔmetata gbãtɔ si me kɔ wu la, ɖo nyabiase siwo gbɔna ŋu na ɖokuiwò:

1. Ele be nànya ga si nàzã atsɔ axɔ nunɔamesi aɖe koŋ. Ne míeɖoe ɖe amewo, eye nudɔdɔa gakpɔtɔ le xɔxlɔ̃m la, ke asixɔxɔa yi. Ðe míexɔa asi ƒe asiwoa?
2. Nukae woawɔ ne afã koe dɔbiagbalẽvia xɔ? Susɔea dzadzra le asixɔxɔ si le asi me nu. Le ɣeyiɣi ka megbe?
3. Robot la ƒe nuwɔametɔ hafi nudzadzraa nawu enua? Aleke gbegbee do ŋgɔ? Ðe wòanɔ te ɖe gbadzaƒe si me dzoxɔxɔ le si me fa miamiamia dzi loo alo ɖe wòanɔ te ɖe ƒutsotsoe aɖe dzia?
4. Ŋkeke kawo dzie robot la awɔ asitsadɔe? Le kwasiɖa bliboa me loo alo le ŋkeke siwo dzi nɔnɔmewo trɔna ŋutɔ abe Memleɖa kple Dzoɖa ene dzia?
5. Nukawoe woawɔ ɖoɖo ɖe nutsitsi ƒe sededewo ŋu ɖe robo-aɖaŋuɖola la me?

Nyabiase siawo tɔgbe geɖe li ne wole asiwo me dzrom, eye ele vevie be woawɔ dɔ to wo dometɔ ɖesiaɖe me ale be kuxi aɖeke nanɔ ɖoɖowɔɖia ƒe nuwuwu kple dɔ siwo akplɔe ɖo me o.

Alesi nàtia gbegbɔgblɔ aɖe na ɖoɖowɔwɔ ɖe asitsatsa robotwo ŋu

Le afɔɖeɖe evelia me la, ele vevie be woatso nya me le ɖoɖowɔgbalẽ si woazã le ŋgɔyiyi me ŋu. Ne sidzedze aɖewo le asiwò xoxo le ɖoɖowɔɖiwo ƒe akpa dzi eye nènya, le kpɔɖeŋu me, C # la, ekema anɔ eme godoo be àŋlɔ dɔwɔɖoɖo aɖe si le teƒe ɖeka si azã wò asitsaha ƒe asitsaƒe ƒe API la, mina míagblɔ be anye QUIK kɔmpiuta dɔwɔɖoɖo ƒe nuwɔna.

Vivi! Ne nuteƒekpɔkpɔ aɖeke mele asiwò le ɖoɖowɔwɔ me o, gake nèdi be yeasrɔ̃ aɖaŋu siawo eye yeawɔ ye ŋutɔ yeƒe bot la, lé ŋku ɖe QPILE kple QLUA gbegbɔgblɔ siwo wotu ɖe QUIK dɔwɔwɔ ƒe ɖoɖoa me ŋu.

Asitsatsa ƒe robot aɖe ƒe vodadawo ɖeɖeɖa kple dodokpɔ le virtual account dzi

Afɔɖeɖe etɔ̃lia anye be míalé ŋku ɖe míaƒe dɔwɔwɔ ŋu ne wowɔ robot la heŋlɔe.

Le veviẽ! Dodokpɔ kple vodadawo ɖeɖeɖa ƒe afɔɖeɖea le vevie ŋutɔ le go sia me, elabena vodada suetɔ kekeake gɔ̃ hã le ɖoɖoa me ate ŋu axɔ ga geɖe!

Anyo wu be woado robot la kpɔ le mɔ si nye ŋgɔgbetɔ nu. Eyae nye be míetia ɣeyiɣi kpui aɖe, míewɔa dodokpɔ aɖe, míeɖea gbɔdzɔgbɔdzɔ aɖewo ɖa, míetsɔa nu yeyewo kpena ɖe eŋu, emegbe míetsɔa ɣeyiɣi si kplɔe ɖo, doa dodokpɔa kpɔna eye míetsɔa emetsonuwo sɔna kple esiwo do ŋgɔ. Eye nenema ke. Ne robot-mɔ̃a ɖe nu nyuiwo fia le ɣeyiɣi ɖesiaɖe me la, àte ŋu ayi dodokpɔ ŋutɔŋutɔ dzi. Virtual account sɔ kple nudzadzra ŋutɔŋutɔ kloe, ɖeko afɔku aɖeke mele eme be nàbu wò viɖewo katã le vodada suetɔ kekeake me o. Gake ele vevie kokoko be nàdo kɔmpiutadziɖoɖoa kpɔ le agbɔsɔsɔ suetɔ kekeake me, elabena ame aɖeke mete fli ɖe asitsaha la ƒe dɔdzikpɔfewo me o, vevietɔ ne wotsɔ aɖaŋu yeye aɖe si womedo kpɔ o si mèzã le asitsatsa me kpɔ o kpe ɖe esiawo katã ŋu.

Le veviẽ! Le asitsatsa me la, ele be nàbu akɔnta le wò nuwɔnawo ŋu le ŋgɔyiyi geɖe me, nɔ dzadzraɖoɖi ɖe kpododonuwo ŋu. Ke hã, ele vevie hã be woade dzesi nu nyuiawo, asitsatsa sue siwo me viɖe le gɔ̃ hã, le dodokpɔa ƒe akpaa me.

Sidzedze le nusiwo ɖoɖowɔɖi gbegbɔgblɔwo hiã be woawɔ asitsatsa robot – bot ŋgɔyiyi tso A vaseɖe Z

Ne ame aɖe ku nyatakaka siwo katã le etame me la, ate ŋu aƒo nya ta si me susu le be gbegbɔgblɔ alo ɖoɖowɔɖi gbegbɔgblɔ geɖe tiatia hena robot-mɔ̃ aɖe wɔwɔ nye afɔɖeɖe sesẽ aɖe xoxo, eye ebia be woaku ɖoɖoa me tsitotsito. Ne èle ɖoɖowɔɖi ƒe gbegbɔgblɔ tiam hena robot ƒe gadodo ŋuti aɖaŋuɖola aɖe toto vɛ la, ele vevie be nàbu nu siwo gbɔna ŋu:

• nuŋlɔɖi tɔxɛwo ƒe amesinɔnɔ;
• ɖe nufiametsoƒewo li na ɖoɖowɔɖi gbegbɔgblɔ si wotia, ale be ne nyabiase aɖe bia la, afi si woatrɔ ɖo la nanɔ anyi;
• kpɔɖeŋu siwo li femaxee ƒe amesinɔnɔ;
• dzeɖoɖowo, nyamedzroƒewo, dzeɖoɖo siwo me nàte ŋu abia aɖaŋuɖoɖo tso dɔwɔla bibiwo alo amateurs siwo si dɔ kpɔ dzidzedze le le woƒe assortment me gbɔ;
• alesi wòbɔ ɖe asitɔtrɔ le afisi nèle robot aɖaŋuɖola zã ge le la ŋu.

Ðoɖowɔɖi ƒe gbegbɔgblɔ si me nètso nya me be yeaŋlɔ nuŋɔŋlɔ aɖe la gɔmesese si mele vevie o gɔ̃ hã ana mɔnukpɔkpɔ wò be nàku nu me le ɖoɖo si wowɔ vɔ la ŋu le ɖokuiwò si eye nàtrɔ asi le eŋu ne èwu dɔa nu. Eyata mehiã be nàbia kpekpeɖeŋu alo aɖaŋuɖoɖo tso eŋutinunyala bibi aɖe gbɔ ɣesiaɣi o, eye ɣeyiɣi ʋɛ aɖewo koe nàzã

Tsɔ kpe ɖe eŋu la, wozãa ɖoɖowɔɖi gbegbɔgblɔ siwo sɔ kplii tsɔ wɔa robot-aɖaŋuɖola ƒe akpa vovovowo:

• asitsatsa ƒe mɔ̃ – ɖoɖo si ŋu woate ŋu aɖo eye wòle bɔbɔe si ƒe agbanɔamedzie wònye be wòawɔ dɔ siwo mesẽ o, si wowɔ le C, C ++ me;
• asitsatsa robot na ɖoɖowo dzi kpɔkpɔ – ɖoɖo sia ƒe dɔe nye be wòakpɔ algorithms dzi eye wòatrɔ asi le zãla ƒe nɔnɔmetata ŋu, mɔnu siwo woatsɔ aɖe asitsatsa me tsonu afia le eme; woŋlɔa ɖoɖowɔɖi aɖe ɖe C ++, C #, Java kple esiawo tɔgbe me;
• subɔsubɔdɔ na dodokpɔ dɔwɔwɔ ƒe mɔnu si wotu ɖe ŋutinya me nyatakakawo dzi kple tiatia parameters na asitsatsa – module la ƒe dɔe nye be wòado akɔntabubu yeye siwo wotu ɖe ŋutinya me nyatakakawo dzi kpɔ, eye wògagbugbɔ ɖoa ​​akɔntabubu siwo li fifia hã; scripting programming languages ​​koe wozãna tsɔ ŋlɔa nu.

Eyata ɖoɖowɔɖi gbegbɔgblɔ kae nàtia hena asitsatsa aɖe ŋɔŋlɔ robot: Java, Python , C # alo C ++? Egbea la, asitsaƒea doa eya ŋutɔ ƒe nɔnɔmewo ɖe ŋgɔ, esia lɔ asitsatsa ƒe robotwo ƒe wɔwɔ hã ɖe eme, si nye woƒe dɔwɔwɔ, si nye asitɔtrɔwo ko, le gbe si me woŋlɔ kpeɖeŋutɔa ɖo ta. Gbegbɔgblɔ siwo gbɔna lae hiã wu: MetaQuotes Gbegbɔgblɔ 5, C#, Java, Python kple C++. Eve mamlɛawo sɔsrɔ̃ le bɔbɔe wu.
Bot na Quik le LUA dzi [/nuŋɔŋlɔ]

Mɔnu 2: Excel ƒe Agbalẽvi zazã

Viɖe vevitɔ si le mɔnu sia ŋue nye be eŋudɔwɔwɔ le bɔbɔe eye wòle bɔbɔe. Esɔ nyuie na gɔmedzela siwo si susu aɖeke mele le ɖoɖowɔgbalẽwo ŋu o. Be nàŋlɔ gadodo ƒe asitsaha si wowɔna le wo ɖokui si la, ahiã be nànya gbegbɔgblɔ gbãtɔtɔ kekeake – VBA. Nyagɔmeɖegbalẽa le bɔbɔe, eyata maxɔ ɣeyiɣi didi hafi woasrɔ̃e o.

Nusiwo gblẽ le Excel ƒe agbalẽvi zazã ŋue nye dɔwɔwɔ blewu kple kuxi aɖewo ne wole robot aɖe dem asitsatsa ƒe ɖoɖo aɖe me.

Mɔnu 3: Analytics Platforms Zazã

Kukuɖenuŋu ƒe mɔnuwo abe MetaStock alo WealthLab zazã menaa asitsatsa ƒe dɔwɔwɔwo robot la o, ele vevie be woatrɔ asi le wo ŋu le ŋgɔyiyi ƒe ɖoɖoa me. Viɖe siwo le mɔnu sia ŋu dometɔ aɖewoe nye ŋutete si le ame si be wòanɔ te ɖe ŋutinya me nyatakakawo dzi alé ŋku ɖe eŋu, eye nusiwo gblẽ le eŋue nye kpododonu enuenu le ɖoɖowo me kple alesi wòhiã be woatsɔ dɔwɔnu bubuwo aƒo ƒu ɖe ŋgɔyiyi ƒe ɖoɖoa ŋu.

Mɔnu 4: ɖoɖowɔɖi gbegbɔgblɔwo zazã le asitsatsa robot wɔwɔ ƒe ɖoɖoa me

Míenɔ te ɖe nyatakaka siwo ŋu míeƒo nu tsoe le etame dzi kpɔe be esiwo ame geɖe lɔ̃a zazã wu eye wobiaa wo wu be woawɔ gadodo ƒe asitsahabɔbɔ si wowɔna le wo ɖokui si lae nye ɖoɖowɔgbalẽwo abe Java, Python, C#, C++ kple bubuawo ene. Viɖe vevitɔ si le ɖoɖo siwo woŋlɔ koŋ to kɔmpiutadziɖoɖo ƒe mɔnu dzi ŋue nye be wowɔa dɔ kabakaba eye wowɔa dɔ nyuie. Zãla ate ŋu awɔe wòanyo wu hã, azã mɔfiame vovovowo eye wòate mɔnu gbãtɔwo kpɔ le woƒe asitsatsa me. Àte ŋu akpɔ mɔfiame siwo hiã le Internet dzi eye nàtsɔ wo aɖo wò asitsatsa ƒe aɖaŋua teƒe, eye nàbu nunɔamesi aɖewo ŋu. Eyata, míebu alesi nàwɔ wò ŋutɔ wò asitsatsa robot kple nusi hiã na esia ŋu. Ŋgɔyiyi ƒe ɖoɖoa mesesẽ nenema gbegbe o, gake ele vevie be míase egɔme be vodada suetɔ kekeake si wowɔ le eme ate ŋu ana asitsala aɖe nabu nu, .