Maloboti ogulitsa mapulogalamu: zida, chilankhulo cha chitukuko

Ndi zilankhulo ziti zomwe ma robot amalembedwa si funso lopanda pake ndipo alibe yankho lomveka bwino. Funso lodziwika komanso losangalatsa kwa ogwiritsa ntchito omwe akuyamba kuchita nawo
malonda a algorithmic, ndi: “Kodi chinenero chabwino kwambiri cha mapulogalamu kuti mupange robot yogulitsa malonda ndi chiyani?”. Palibe yankho limodzi apa, kotero palibe njira “yabwino”. Posankha chida chopangira wothandizira mtsogolo, m’pofunika kuganizira zinthu zambiri: ndondomeko yaumwini yomwe imagwiritsidwa ntchito pa ntchito, ntchito yomwe mukufuna ndi makonda, machitidwe, modularity, ndi zina. M’nkhaniyi, tikambirana za chidziwitso, luso, ndi zida zomwe muyenera kukhala nazo kuti mupange robot-advisor yodalirika yogulitsa katundu, ndi chinenero chotani chomwe chili choyenera pa izi, ndikuganiziranso magawo akuluakulu opanga bot. .

Ubwino ndi kuipa kotani pakudzitukumula loboti yochita malonda

Zowonadi, aliyense wochita nawo malonda osinthanitsa amakhala ndi malingaliro kangapo zopanga wake payekha
robotic wothandizira , zomwe zingapangitse njira yogulitsira. Njira yosavuta yothetsera nkhaniyi ndikulumikizana ndi wolemba mapulogalamu omwe angaganizire zofuna zonse za wogulitsa ndikupanga robot yoyenera yogulitsa. Koma palinso “misampha” apa:

• mwina njira yomwe mumayika mu bot idzakhala yopindulitsa;
• osati wogulitsa aliyense ali ndi mwayi wolipira ntchitoyo, popeza mtengo wopanga script ungayambe kuchokera ku $ 5 ndikutha mu zikwi;
• kawirikawiri, pamene dongosolo limagwirizana ndi wogula pambuyo pa nthawi yoyamba, nthawi zambiri code imatumizidwa kuti iwunikenso kukonza zolakwikazo;
• simungathe kudziwa zomwe katswiriyo adalemba ngati simukudziwa chilankhulo cha pulogalamuyo, chomwe pamapeto pake chidzachepetsa mtengo wake.

Musanayambe ntchito za akatswiri, mutha kuyesa kupanga makina a robotinu nokha. Maluso amapulogalamu safunikira – ntchitoyo idzasonkhanitsa mlangizi payekha malinga ndi zomwe zidakhazikitsidwa kale. Komabe, apa mutha kukumananso ndi zovuta zotsatirazi:

• simungathe kulumikiza zizindikiro zilizonse zosankhidwa ku dongosolo;
• ma robot oterowo samaphatikizapo kugwira ntchito ndi data yowunikira komanso mitsinje yolunjika mwachindunji kudzera mu API.

Ndi njira ziti zomwe zikuphatikizidwa popanga mlangizi wa robo

Kusanthula kwachuma, ma algorithms ophatikizidwa, injini yamalonda

Choyamba, musanayambe kupanga mlangizi wamalonda, muyenera kulingalira momveka bwino zomwe zidzakhala nazo, ntchito zomwe zidzaphatikizepo ndi ntchito zomwe zidzagwire. Ngati mutayamba kusanthula mbali izi za robot panthawi yokonza mapulogalamu, pali mwayi woti muyambe kuyang’ana mbali zopindulitsa, ndipo chifukwa chake, mudzabwezeretsanso dongosolo lonse pambuyo pake. Gawo loyamba ndikuganizira, kukonza ndikukhazikitsa algorithm yamalonda. Ndikofunikira kuti algorithm iyi ifotokozedwe mwatsatanetsatane. Kupanga ma algorithms ogulitsa, malingaliro a maloboti ogulitsa: https://youtu.be/02Htg0yy6uc

Zindikirani! Pakhoza kukhala chiwerengero chopanda malire cha zikhalidwe za robo-adviser. Ndikofunikira pano kuti ikwaniritse zofunikira zanu ndikumaliza ntchito zofunika, kotero malingaliro a wopanga ndiye malire apa.

Kuti mupange chithunzi chatsatanetsatane cha loboti, dziyankheni mafunso awa:

1. Muyenera kudziwa mtengo wake kuti mupeze chinthu china. Ngati tidatumiza, ndipo dongosolo likadalipobe, mtengo wapita. Kodi timatenga mitengo yamsika?
2. Zoyenera kuchita ngati pulogalamuyo idapambana theka lokha? Kugulitsa zotsala pamtengo wamsika. Pambuyo pa nthawi yanji?
3. Mukuyimitsa loboti msika usanathe? Kodi kale? Kodi zidzakhazikika pabatani labata lokhazikika kapena, m’malo mwake, pakuchita opaleshoni?
4. Kodi maloboti adzagulitsa masiku anji? Sabata yonse kapena masiku osakhazikika ngati Lolemba ndi Lachisanu?
5. Ndi maimidwe ati omwe adzalembedwe mumlangizi wa robo?

Pali mafunso ambiri otere pofufuza misika, ndipo ndikofunikira kuti mugwiritse ntchito aliyense wa iwo kuti pasakhale zovuta kumapeto kwa mapulogalamu ndi ntchito yotsatira.

Momwe mungasankhire chilankhulo chamaloboti opangira mapulogalamu

Mu gawo lachiwiri, ndikofunikira kusankha chilankhulo cha pulogalamu chomwe chidzagwiritsidwe ntchito pakukula. Ngati muli ndi chidziwitso pazantchito zamapulogalamu ndipo mukudziwa, mwachitsanzo, C #, ndiye kuti mutha kulemba pulogalamu yoyima yomwe idzagwiritse ntchito API ya malo ogulitsira malonda anu, tinene kuti ikhala pulogalamu ya QUIK.

Zosangalatsa! Ngati mulibe chidziwitso pakupanga mapulogalamu, koma mukufuna kuphunzira maluso awa ndikupanga bot yanu, tcherani khutu ku zilankhulo za QPILE ndi QLUA zomwe zimamangidwa mumayendedwe a QUIK.

Kuthetsa zolakwika ndikuyesa robot yogulitsa pa akaunti yeniyeni

Chinthu chachitatu chidzakhala kuyang’ana ntchito yathu pamene robot imapangidwa ndi kulembedwa.

Zofunika! Gawo la kuyezetsa ndi kukonza zolakwika ndilofunika kwambiri pankhaniyi, chifukwa ngakhale cholakwika chaching’ono kwambiri pamakina chimatha kuwononga ndalama zambiri!

Ndi bwino kuyesa loboti kutsogolo mtundu. Ndiko kuti, timasankha nthawi yochepa, kuyesa, kuchotsa zofooka zina, kuwonjezera zinthu zatsopano, ndiyeno titenge nthawi yotsatira, kuyesa ndi kuyerekezera zotsatira ndi zam’mbuyo. Ndi zina zotero. Ngati makina a robotic adawonetsa zotsatira zabwino panthawi iliyonse, mukhoza kupita ku mayesero enieni. Akaunti yeniyeni imakhala yofanana ndi malonda enieni, kokha palibe chiopsezo chotaya phindu lanu lonse pakulakwitsa pang’ono. Komabe, ndikofunikira kuyesa pulogalamu ya pulogalamuyo pamlingo wocheperako, popeza palibe amene adaletsa chindapusa cha broker, makamaka ngati njira yatsopano yosayesedwa yomwe simunagwiritsepo ntchito pogulitsa ikuwonjezedwa pazonsezi.

Zofunika! Pochita malonda, muyenera kuwerengera zochita zanu kangapo, khalani okonzekera zolephera. Komabe, ndikofunikiranso kuzindikira zabwino, ngakhale mabizinesi ang’onoang’ono opindulitsa, panthawi yoyeserera.

Kudziwa zomwe zilankhulo zamapulogalamu zimafunikira kuti mupange loboti yotsatsa – chitukuko cha bot kuchokera ku A mpaka Z

Kusanthula zidziwitso zonse zomwe zili pamwambapa, mutha kuganiza kuti kusankha chilankhulo kapena zilankhulo zingapo zopangira nsanja ya robotic ndizovuta kale, ndipo pamafunika kusanthula mozama dongosolo. Posankha chilankhulo chopangira mlangizi wazachuma wa robotic, ndikofunikira kuganizira izi:

• kupezeka kwa zolemba zenizeni;
• pali magwero ofotokozera chilankhulo chosankhidwa, kotero kuti ngati pali funso pali komwe mungatembenukire;
• kupezeka kwa zitsanzo zaulere zomwe zilipo;
• macheza, mabwalo, zokambirana momwe mungapemphe upangiri kwa opanga odziwa zambiri kapena amateurs omwe ali ndi ntchito yopambana mumitundu yawo;
• kuchuluka kwa kusinthanitsa komwe mukupita kugwiritsa ntchito mlangizi wa robot.

Ngakhale kumvetsetsa kocheperako kwa chilankhulo cha pulogalamu yomwe mwasankha kulemba script kukupatsani mwayi wosanthula mwaokha dongosolo lomalizidwa ndikulisintha ntchito ikamalizidwa. Chifukwa chake simuyenera kufunsa thandizo kapena upangiri kwa katswiri wodziwa nthawi zonse, ndipo nthawi yocheperako idzagwiritsidwa ntchito

Kuphatikiza apo, zilankhulo zofananira zamapulogalamu zimagwiritsidwa ntchito kukulitsa madera osiyanasiyana a alangizi a roboti:

• injini yamalonda – njira yofikira komanso yosavuta yomwe imagwira ntchito zopepuka, zopangidwa mu C, C ++;
• Roboti yogulitsa pakuwongolera makonda – makinawa ali ndi udindo woyang’anira ma aligorivimu ndikusintha mawonekedwe a ogwiritsa ntchito, amaphatikiza njira zowonetsera zotsatira zamalonda; pulogalamu yalembedwa mu C ++, C #, Java ndi zina zotero;
• ntchito yoyesa nsanja yogwirira ntchito potengera mbiri yakale ndikusankha magawo azogulitsa – gawoli limayang’anira kuyesa ma aligorivimu atsopano potengera mbiri yakale, komanso kukonzanso ma algorithms omwe alipo; zilankhulo za scripting zokha ndizomwe zimagwiritsidwa ntchito polemba.

[id id mawu = “attach_1197” align = “aligncenter” wide = “989”]
Amafuna zilankhulo zamapulogalamu potengera kusanthula kwa msika (mosasamala kanthu za chitukuko cha maloboti ochita malonda)[/caption]
Ndiye ndi chilankhulo chotani chomwe mungasankhe polemba malonda loboti: Java, Python, C# kapena C++? Masiku ano, msika wogulitsa umapereka zikhalidwe zake, izi zikuphatikizapo chitukuko cha maloboti ogulitsa, omwe ndi ntchito zawo, zomwe zimangokhala kusinthanitsa, kupatsidwa chinenero chomwe wothandizira adalembedwa. Zilankhulo zotsatirazi ndizofunika kwambiri: MetaQuotes Language 5, C #, Java, Python ndi C ++. Awiri omalizira ndi osavuta kuphunzira. [id id mawu = “attach_1212” align = “aligncenter” wide = “1000”

MetaQuotes Language 5

Chilankhulo chokonzekerachi ndi chofanana ndi C ++, chimagwiritsidwa ntchito polemba ndi kupanga mapulogalamu a Meta Trader 5 omwe amagwiritsidwa ntchito pochita malonda pa Forex, Futures ndi kusinthana kwina. Mbali yaikulu ya chinenerocho ndi luso lake lothana ndi mavuto a omwe akutenga nawo mbali pa malonda osinthanitsa: kuchokera ku malonda opangidwa ndi makina opangira makina mpaka kusanthula kwawo momveka bwino. Syntax, monga tafotokozera pamwambapa, ili pafupi ndi C ++ ndipo imapangitsa kuti zitheke kugwira ntchito motsatira chinthu. Malo a MetaEditor amaperekedwa ngati nsanja yothandizira ndi zida zonse zofunika polemba robot yogulitsa.
Ntchito zazikulu za pulogalamuyi ndi:

1. Advisor ndi njira yopangira malonda yomwe imamangiriridwa ku tchati chapadera.
2. Chiwonetsero chazithunzi cha kudalira kowerengedwa ndi chizindikiro chopangidwa ndi kasitomala monga chowonjezera ku masensa omwe amangidwa kale mu dongosolo.
3. Script – script yomwe njira ya zochita imalembedwa, yopangidwira nthawi imodzi yokha.
4. Laibulale ndi gulu la ntchito zomwe zimapezeka pagulu pomwe ma module omwe amagwiritsidwa ntchito pafupipafupi amasungidwa ndikugawidwa. Ma library samagwira ntchito iliyonse yokha.
5. Fayilo yophatikiza ndi mawu oyamba a ma module omwe amagwiritsidwa ntchito pafupipafupi.

KUCHOKERA#

Chilankhulo chokonzekerachi chinapangidwa ndi Microsoft. Ndizochita zambiri komanso zosavuta m’njira zonse: kufalikira kwa maloboti, kugwiritsa ntchito zida mosavuta, chitetezo ndi kudalirika. Kuthekera kopanga malaibulale, omwe ndi mndandanda wamakhodi opangidwa ndi akatswiri odziwa zambiri, kwafewetsa njira yolembera loboti yogulitsa. Mwachitsanzo, pulogalamu yofananira StockSharp ili ndi mitundu yonse yamakhodi olembera wogulitsa malonda.

Zindikirani! Pogwiritsa ntchito malaibulale, wogwiritsa ntchito amasunga nthawi popanga broker ndi code debugging. Kupatula apo, m’mbuyomu wogwiritsa ntchito yemwe akufuna kupanga makina odziwikiratu adayenera kulemba laibulale, ndipo izi zimafunikira chidziwitso chozama pakupanga mapulogalamu. Ayi, kuti mupange pulogalamu yamapulogalamu, ndikokwanira kugwiritsa ntchito chilankhulo cha C #.

Chifukwa chake, mutamvetsetsa C #, mutha kugwira ntchito papulatifomu iliyonse, popeza chilankhulo sichimangika kwa aliyense. Pa izo, mutha kuyesa ma aligorivimu amalonda ndikulemba ma code, zolemba ndi otsatsa malonda ogulitsa.

Java

Tikayerekeza Java ndi chilankhulo chofotokozera pamwambapa, titha kunena kuti ndi ofanana. Java ndi chiyankhulo chokhazikika chazinthu zomwe zimagwira ntchito zambiri zapamwamba zomwe ndizofunikira popanga ma robot. Chosiyanitsa chachikulu komanso chabwino cha chilankhulo cha pulogalamu iyi ndikusinthika. Roboti yogulitsa yomwe idalembedwa papulatifomu inayake idzagwira ntchito popanda zovuta pamasamba ena. Komanso, poyerekeza ndi zilankhulo zina, Java imabisa ntchito ya kukumbukira kwakukulu, zomwe zimapangitsa kulemba kukhala kosavuta, ndiko kuti, wogwiritsa ntchito sangamvetse kwa nthawi zomwe zikuchitika mu code yopangidwa. Monga chilankhulo cha pulogalamu chomwe tafotokoza pamwambapa, Java siyingaphatikizidwe ndi manambala achilengedwe.

Zindikirani! Chilankhulo cha pulogalamu ya Java chitha kugwiritsidwa ntchito mosiyana ndi ntchito yomwe yakonzedwa.

Python

Python ndiye chilankhulo chodziwika bwino komanso chogwiritsidwa ntchito kwambiri pamapulogalamu. Mawu ake ndi osavuta komanso osavuta, ndipo malaibulale ambiri omangidwa adzakuthandizani kuchita ntchito zosiyanasiyana zophatikizidwa ndi bot. Mabizinesi ambiri odzipangira okha amathandizira chilankhulo chokonzekera ichi, chomwe chimathandizira kwambiri ntchito ya oyamba kumene m’derali.

Zida zomwe mudzafunikira mukapanga loboti yogulitsa

Kudziwa zilankhulo zamapulogalamu ndi chinthu chimodzi, koma kukhala ndi zida zosavuta komanso zothandiza popanga pulogalamu yamapulogalamu ndi zina. Tiyeni tiwone zinthu zingapo zomwe zingathandize kwambiri ntchito yachitukuko ndikulemba script.

Chuma Lab

Utumikiwu ndiwothandiza kwambiri pamsika pakuwunika kwaukadaulo, kupanga ndi kuyesa machitidwe a robotic. Chiyankhulo chachikulu cha mapulogalamu apa ndi WealthScript. Imagwiritsanso ntchito zilankhulo zosiyanasiyana kulemba malaibulale ndi mapulogalamu mothandizidwa ndi CLI.
Chofunikira cha mankhwalawa ndikuti wopanga amafotokozera mwatsatanetsatane njira yake, ndipo ntchitoyi imasonkhanitsa zopempha zogwirira ntchito. Kupyolera mu malaibulale apadera, maoda amatumizidwa kumalo ogulitsa malonda ndikukaperekedwa kumeneko.

Zindikirani! Chiwembuchi chili ndi malire ambiri, kotero ndizovuta kugwira nawo ntchito pamalonda aku Russia.

Momwe mungasankhire chilankhulo chopangira loboti yogulitsa – mapulogalamu amalonda: https://youtu.be/qgST8X3mrsg

Zotsatira MetaStock

MetaStock ndi ntchito ina yakunja yomwe imaphatikizapo laibulale yazizindikiro zosiyanasiyana ndi zinthu zopezera mafomu anu. Ubwino wa nsanja ndi chinenero chosavuta cha mapulogalamu, ndipo choyipa ndicho kuphatikiza ndi malo ogulitsa malonda kudzera m’mabuku achiwiri, zomwe zimabweretsanso zoperewera ndi mavuto ogwiritsidwa ntchito pa nsanja za ndalama za ku Russia. Kuipa kwa MetaStock ndikuti njira zolemetsa sizingalowetsedwe mu robot pano.

Kafukufuku wa Omega

Utumikiwu umapereka nsanja yoyesera ma robotic investor brokers, ndikuwunikanso kwathunthu. Chilankhulo chachikulu cha pulogalamu pano ndi Easy Language, chofanana ndi Pascal. Pakati pa zofooka za pulogalamu ya mapulogalamu, zolephera kawirikawiri mu dongosolo ndi zovuta zoikamo zikhoza kusiyanitsa. Kuphatikiza apo, Kafukufuku wa Omega amangothandizira mawonekedwe amtundu wokhazikika ndipo samavomereza mafayilo kuchokera kuzinthu zina.

TSLab

Monga chida chomwe tafotokozera pamwambapa, TSLab ndi nsanja yopangira maloboti ogulitsa, komanso kusanthula ndikusintha, kukonzedwa makamaka pamsika wamasheya waku Russia. Ubwino waukulu ndikutha kulemba njira yamalonda mu mawonekedwe a flowchart ngati wogwiritsa ntchito alibe luso lokonzekera.

stocksharp

Chida cha pulogalamu ya StockSharp ndi chaulere mu mtundu wake woyambira, koma chili ndi mtundu wapamwamba wa Pro, womwe uli ndi magwiridwe antchito ambiri komanso okongola kwambiri. Chilankhulo chachikulu cha mapulogalamu ndi C #.

livetrade

Izi ndi chipatso cha ntchito ya St. Petersburg Russian kampani Cofite. Kupyolera mu terminal yomangidwa muutumiki, mutha kuyambitsa maloboti, ndikuwapanga muzopanga za Robotlab kuchokera kukampani yomweyo. Apa mutha kulembanso njira zogulitsira ngati ma flowchart, ngati mulibe luso lopanga mapulogalamu, kenako ndikuzikhazikitsa mu terminal.

SmartX

Pulatifomu yamalonda ya SmartX si malo odziwika bwino, koma pulogalamu yodzaza ndi mapulogalamu omwe amaphatikizapo chinenero cha TradeScript vector programming, chomwe chinapangidwa makamaka kuti chikhale chitukuko cha ochita malonda a robotic ku USA ndi kampani ya ku America ya Modulus Financial Engineering
. Ubwino waukulu wa pulogalamu yamapulogalamu ndi:

• kuthekera kogwiritsa ntchito kuyesa njira yamalonda yotengera mbiri yakale; panthawi imodzimodziyo, chidziwitso sichiyenera kumasulidwa kuchokera ku chipani chachitatu, chomwe chimalipidwa nthawi zambiri, zothandizira, SmartX imatsitsa paokha;
• kumanga njira yamalonda yotengera kusintha kwa nkhupakupa.

Magawo akulu opangira bot pa nsanja yamalonda

Gawo 1: lingaliro ndi kufotokozera mwatsatanetsatane za dongosolo lamtsogolo

Gawo loyamba ndikuzindikira momwe mukufuna kupeza ndalama pamisika yamasheya. M’mawu osavuta, kuti mupange malingaliro anu a algorithmic kapena malingaliro, ngati alipo angapo. Kuti zikhale zosavuta kupanga lingalirolo, dzifunseni mafunso anayi ofunika omwe ndi ovuta kupeza mayankho, koma adzapititsa patsogolo chitukuko cha robot: Kodi lingaliro la malonda anu ndi chiyani?

1. Kodi ndi ntchito ziti zomwe loboti yogulitsira yomwe mumakonza idzakhala nayo, ndipo izi zidzakhudza bwanji malonda?
2. Kodi ndi kofunikira kuti mupangenso chowonera pakompyuta kapena script ya Katswiri Wolemba Katswiri wolembedwa bwino?
3. Kodi ndizotheka mwaukadaulo kukhazikitsa lingaliro lanu mwanjira yake yoyambira komanso zovuta zake? Kodi mukufuna kuthandizidwa ndi katswiri wazopanga mapulogalamu kapena ndi zotheka kuzigwira nokha?

Popereka mayankho omveka bwino a mafunsowa, mudzapulumutsa nthawi yanu, konzekerani lingalirolo mwatsatanetsatane, ndikuyamba kale kulemba pulogalamuyo.

Gawo 2: kuyezetsatu

Ngati muli kale ndi njira ya algorithmic kapena lingaliro, muyenera kuyesa pamaziko a mbiri yakale pogwiritsa ntchito mapulogalamu apadera ndi zida zomwe tafotokoza pamwambapa.

Zindikirani! Kuti muthane ndi ntchito yayikulu ya mlangizi wa roboti, muyenera kugawa masiku angapo a nthawi yaulere.

Ngati mwapeza zotsatira zosalala, kusintha pamapindikira a graph, pitani ku sitepe yotsatira.

Gawo 3: kusanthula kwa robotic system

Musanayambe chitukuko chachikulu cha wothandizira ndalama, yesetsani kufufuza ndikupatula zoopsa zomwe zingatheke. Conventionally, iwo amagawidwa m’magulu awiri:

• malonda;
• kupanga.

Zowopsa zamalonda ndizo mfundo zonse zomwe zidzaphonyedwe popanga algorithm yamalonda. Zowopsa zamapangidwe ndizowopsa kwa kutha kwa magetsi, kutayika kwa kulumikizana pakati pa mlangizi wa robo ndi kusinthanitsa kwamasheya. Zowopsa izi, mosiyana ndi zamalonda, zitha kuchepetsedwa momwe zingathere posankha ma seva odalirika komanso otsimikiziridwa.

Gawo 4: pachimake

Pazogulitsa zokha pamsika wamasheya, wochita nawo malonda osinthana amafunikira maziko amalonda omwe apangitse kuti athe kuchita njira zamalonda.

Gawo 5: Kupanga njira yogulitsira

Pambuyo popangidwa pachimake kapena chokonzekera chosankhidwa, mukhoza kuyamba kulemba njira yamalonda. Choyamba, ndikofunikira kumvetsetsa magawo a algorithm, omwe ndi:

• ndondomeko yogulitsa (pamene njirayo imatsegula ndi kutseka malo);
• makina opangira malonda (zinthu zochepa zomwe zimagwiritsidwa ntchito, ndizabwinoko).

Nkhaniyo ikangotsekedwa ndi magawo, muyenera kufotokozera malamulo otsegulira ndi kutseka malo.

Gawo 6: kuyesa

Pambuyo polemba njira yamalonda, iyenera kuyesedwa pa akaunti yeniyeni kapena malonda enieni.

Zindikirani! Pakadali pano, ndikofunikira kuwonetsetsa kuti njira yomwe mwapanga imabweretsa zotsatira zomwe mumayembekezera, mosasamala kanthu za msika, osapanga ntchito zosafunikira.

Ngati pali zolakwika penapake, bwererani ku gawo lachitatu kapena lachinayi lachitukuko ndikusintha zomwe zilimo.

Gawo 7: kusanthula zotsatira

Mukafika pa sitepe iyi, muyenera kupanga buku la zochitika za omwe akuchita nawo malonda osinthana. Iyenera kuphatikizirapo zochitika m’malo otsekedwa (malonda) ndikudzipangira zokha matebulo owunikira ndi ma chart, omwe aziwonetsa zotsatira za kuyesa.

Zofunika! Ndikofunikira kuti nthawi zonse muzisintha zambiri ndipo musanyalanyaze zomwe zalembedwa m’magazini ino.

Mukapeza zotsatira zokhazikika, yambani kusintha magawo a malonda anu malinga ndi momwe msika ulili.

Kodi ndizotheka kupanga loboti yogulitsa ntchito yosinthana popanda luso lopanga mapulogalamu?

TOP 4 njira zotsika mtengo komanso zosavuta zolembera broker wodzichitira popanda kudziwa zilankhulo zamapulogalamu Sipakhala nthawi ndi mwayi womvetsetsa ndikuphunzira zilankhulo zamapulogalamu, komabe pali chikhumbo chachikulu chopanga dongosolo lanu. Ndipo ndi zenizeni!

Njira 1: Kulemba loboti yogulitsira pogwiritsa ntchito zida zachilankhulo chamkati cha pulogalamu yanu

Njirayi ndi yofanana ndi zolemba zoyambirira za robot yamalonda, koma ndizosavuta. Mwachitsanzo, pogwira ntchito pa nsanja ya Quik, wochita nawo malonda akusinthana akhoza kudzipangira yekha makinawo pokhazikitsa magawo ena. Opanga mawebusayiti amathandizira kuti ntchitoyi ichitike bwino posintha ma code script kuti ayankhe zopempha zamakasitomala mwachangu komanso moyenera. Komabe, nthawi zina kuchitidwa kwa ntchito kumachedwabe chifukwa cha kulephera kwadongosolo. [id id mawu = “attach_1215” align = “aligncenter” wide = “1919”]
Bot for Quik pa LUA[/caption]

Njira 2: Kugwiritsa ntchito Excel Spreadsheet

Ubwino waukulu wa njirayi ndi kuphweka komanso kosavuta kukhazikitsa. Ndizoyenera kwa oyamba kumene omwe sadziwa za zilankhulo zamapulogalamu. Kuti mulembe broker wodzipangira yekha, muyenera kudziwa chilankhulo choyambirira – VBA. Mawuwo ndi osavuta, kotero sizitenga nthawi kuti aphunzire.

Zoyipa zogwiritsa ntchito Excel spreadsheet ndi ntchito yocheperako komanso zovuta zina poyambitsa makina opangira malonda.

Njira 3: Kugwiritsa Ntchito Mapulatifomu a Analytics

Kugwiritsa ntchito nsanja zowunikira monga MetaStock kapena WealthLab sikupatsa robot ndi ntchito zamalonda, ndikofunikira kuzisintha panthawi yachitukuko. Ubwino wa njirayi umaphatikizapo kutha kufufuza pogwiritsa ntchito deta yakale, ndipo zovuta zimakhala zolephereka kawirikawiri m’machitidwe ndi kufunikira kogwirizanitsa zida zowonjezera ku ndondomeko ya chitukuko.

Njira 4: kugwiritsa ntchito zilankhulo zamapulogalamu popanga loboti yogulitsa

Kutengera zomwe tafotokozazi, tapeza kuti zodziwika bwino komanso zomwe zimafunidwa kwambiri kuti mupange ndalama zodzipangira okha ndi zilankhulo zamapulogalamu monga Java, Python, C #, C ++ ndi zina. Ubwino waukulu wa machitidwe olembedwa mwachindunji kudzera mu njira ya mapulogalamu ndi kuthamanga kwambiri komanso kuchita bwino. Wogwiritsa ntchito amathanso kukhathamiritsa, kugwiritsa ntchito mitundu yosiyanasiyana ndikuyesa njira zoyambira pakugulitsa kwawo. Mutha kupeza mafomu ofunikira pa intaneti ndikuyika m’malo mwa njira yanu yogulitsira, poganizira zinthu zina. Chifukwa chake, tidawona momwe mungapangire loboti yanu yogulitsa ndi zomwe zimafunikira pa izi. Njira yachitukuko sizovuta kwambiri, koma ndikofunikira kumvetsetsa kuti kulakwitsa pang’ono komwe kumachitika mkati mwake kungapangitse wogulitsa kutayika,