Sebastien Rousseau

QUANTUM COMPUTING

Qiskit & Quantum Fourier Transform don Binciken Credit Ratio

Inganta Binciken Rabo na Kuɗi ta Amfani da IBM Qiskit da Quantum Fourier Transform

6 min read
Banner for: Qiskit & Quantum Fourier Transform don Binciken Credit Ratio

Ka yi tunanin an rasa lamuni wanda da za a iya hasashen sa. Mai karɓar bashi wanda ake ganin yana da ƙarancin haɗari ya kasa biya, wanda ya bar banki yana fama da asarar da ba a zata ba. Wannan yanayi, wanda a da ya kasance sanannen tarkon kuskure a duniyar binciken bashi, zai iya zama labarin jiya ba da daɗewa ba saboda ikon juyin juya hali na kwamfutar quantum. Ta hanyar amfani da ƙa'idodin duniyar quantum, kayan aiki kamar IBM Qiskit da algorithms kamar Quantum Fourier Transform (QFT) suna shirin sauya binciken rabo na kuɗi, suna kawo inganci da sauri mara misali ga wannan muhimmiyar dabarar kuɗi.

A cikin zamanin da yanke shawara bisa bayanai ke da matuƙar muhimmanci, masana'antar banki da kuɗi koyaushe tana neman ci gaban fasaha don inganta hanyoyin bincike da tantance haɗarinta. A tsakiyar wannan ƙoƙarin akwai haɗin gwiwar kwamfutar quantum na zamani, musamman ta hanyar kayan aiki kamar IBM Qiskit da algorithms kamar Quantum Fourier Transform (QFT). Wannan labarin ya yi bayani dalla-dalla kan yadda waɗannan fasahohin quantum ke sauya binciken rabo na kuɗi, wanda yake shi ne muhimmin sashi wajen auna kwanciyar hankali na kuɗi da cancantar bashi.

divider.class="m-10 w-100"

Insight

Quantum Computing a cikin Kuɗi

Ka yi tunanin juyin juya halin na'urar kwamfuta, inda bayanai ke rawa cikin sauri da sarkakiya da suka wuce fahimtar kwamfyutocin gargajiya. Wannan shi ne alƙawarin kwamfutar quantum, tana amfani da physics na ban mamaki na duniyar quantum don buɗe wani sabon mataki na ikon sarrafa bayanai. A tsakiyar harkar kuɗi, inda sauri da kuma cikakken bincike na bayanai masu yawa da sarkakiya ke kan gaba, kwamfutar quantum tana bayyana a matsayin mai sauya wasa.

Kwamfutar quantum tana amfani da ƙa'idodin quantum mechanics don sarrafa bayanai ta hanyoyin da kwamfyutocin gargajiya ba za su iya ba. A cikin harkar kuɗi, wannan babban ƙarfin na'urar kwamfuta na iya haɓaka hadaddun ƙira da algorithms sosai. Algorithms na quantum, musamman, suna ba da sauri da inganci mara misali wajen warware wasu nau'ikan matsaloli.

divider.class="m-10 w-100"

Idea

IBM Qiskit da Quantum Fourier Transform

IBM Qiskit, wani muhimmin kayan aiki a fagen kwamfutar quantum, tsarin open-source software development framework ne da aka tsara don kwamfutar quantum. Yana ba masu amfani dama, tun daga sababbin masu shirye-shirye har zuwa gogaggun masana kimiyyar physicist na quantum, don haɓakawa, kwaikwayo, da gudanar da algorithms na quantum. Ɗaya daga cikin mahimman abubuwan Qiskit shi ne tallafinsa ga Quantum Fourier Transform (QFT).

Quantum Fourier Transform shi ne kwatankwacin quantum na discrete Fourier Transform na gargajiya. Yana da ginshiƙi a cikin algorithms na quantum da yawa, wanda aka sani don ikonsa na sarrafa hadaddun lissafi yadda ya kamata. A cikin aikace-aikacen kuɗi, kamar binciken rabo na kuɗi, damar QFT tana cikin ikonsa na sarrafa bayanan kuɗi cikin inganci fiye da hanyoyin gargajiya. Wannan inganci yana samuwa ne daga ikon QFT na yin amfani da quantum parallelism, inda tsarin quantum zai iya kasancewa a cikin yanayi da yawa a lokaci guda, yana ba da damar sarrafa babban rukunin bayanai lokaci guda.

Haɗa QFT a cikin binciken kuɗi, musamman a cikin binciken rabo na kuɗi, babban sauyi ne. Ta hanyar amfani da QFT, masu sharhi kan harkokin kuɗi za su iya sarrafa da kuma bincika manyan bayanai cikin sauri da daidaito fiye da kowane lokaci. Wannan ci gaban ba kawai game da sauri ba ne; game da ikon gano bayanai da alamu ne a cikin bayanan kuɗi waɗanda a baya ba za a iya samunsu ba ta amfani da hanyoyin kwamfutar gargajiya.

divider.class="m-10 w-100"

Impact

Inganta Binciken Rabo na Kuɗi ta Amfani da QFT

Binciken rabo na kuɗi wani muhimmin kayan aiki ne a masana'antar banki da kuɗi don auna kwanciyar hankali na kuɗi da cancantar bashi na ƙungiyoyi. A al'adance, wannan binciken ya dogara ne akan sarrafa bayanai masu yawa na kuɗi, aikin da zai iya ɗaukar lokaci mai tsawo kuma yana da iyaka wajen daidaito ta amfani da hanyoyin kwamfutar gargajiya. Shigar da Quantum Fourier Transform (QFT) a cikin wannan tsari yana nuna babban ci gaba a gaba.

Ta hanyar amfani da QFT, sauri da ingancin binciken rabo na kuɗi suna ƙaruwa sosai. Ikon kwamfutar quantum na sarrafa manyan bayanai cikin sauri yana ba da damar cikakken bincike mai zurfi na haɗarin bashi. Wannan ingantaccen ƙarfin ba kawai mai amfani ba ne ta fuskar sauri amma har ma ta fuskar zurfi da faɗin binciken. QFT na iya bayyana hadaddun alamu da alaƙa a cikin bayanan kuɗi waɗanda algorithms na gargajiya ba za su iya gani ba, yana ba da ƙarin cikakken hoto na kwanciyar hankali na kuɗi da haɗari.

Duk da haka, haɗa kwamfutar quantum, musamman QFT, a cikin tsarin kuɗi na yanzu ba ya rasa ƙalubale. Waɗannan sun haɗa da matsalolin fasaha kamar buƙatar samar da ababen more rayuwa masu shirye-shiryen quantum (quantum-ready infrastructure) da kuma sarkakiyar tsara algorithm na quantum. Akwai kuma babban ƙalubalen koyo da ke tattare da fahimta da aiwatar da hanyoyin kwamfutar quantum. Duk da waɗannan ƙalubalen, fa'idodin da za a iya samu na haɗa QFT a cikin binciken rabo na kuɗi suna da yawa da ba za a iya yin watsi da su ba, wanda ke nuna canji mai mahimmanci a cikin nazarin kuɗi.

Gaskiyar ikon QFT yana cikin ikonsa na bayyana ɓoyayyun alaƙa da alamu waɗanda algorithms na gargajiya ba su iya gano su ba. Ka yi tunanin tace miliyoyin bayanai da gano alaƙa a tsakanin abubuwan da ake ganin ba su da alaƙa kamar sauye-sauyen kasuwa, canje-canje a halayyar masu amfani, har ma da yanayi. QFT na iya gano zaren da ba a taɓa gani ba a baya waɗanda ke yawo a cikin tsarin kuɗi, yana zana hoto mafi zurfi da daidaito na lafiyar kuɗi na ƙungiya. Wannan zurfafa fahimtar yana fassara zuwa ingantaccen auna bashi, wanda ke baiwa bankuna damar hasashen haɗarin da ke iya tasowa cikin daidaito mara misali da yanke shawarwarin ba da lamuni na gaskiya wanda zai amfani bankuna da masu karɓar bashi baki ɗaya.

divider.class="m-10 w-100"

Incentive

Aiwatarwa a Aikace

Aiwatar da Quantum Fourier Transform (QFT) a aikace a cikin binciken rabo na kuɗi yana farawa ne da shigar da IBM Qiskit. Wannan ya haɗa da girka software na Qiskit da sanin yadda yake aiki. Mataki na gaba shi ne canza bayanan kuɗi zuwa tsarin da kwamfutar quantum za ta iya amfani da shi, wanda ke buƙatar cikakkiyar fahimta ta fannonin kuɗi da kwamfutar quantum.

Gudanar da QFT ta amfani da IBM Qiskit yana buƙatar matakan fasaha da yawa. Da farko, dole ne a canza bayanan kuɗi zuwa qubits, waɗanda sune ainihin sassan bayanan quantum. Bayan haka, ana amfani da algorithm na QFT akan waɗannan qubits, wanda ke ba da damar sarrafa bayanan ta hanyar quantum. Mataki na ƙarshe ya haɗa da fassara sakamakon QFT, da canza lissafin quantum zuwa bayanan kuɗi masu ma'ana.

Don kwatanta waɗannan matakan, misalai na zahiri ko nazarin shari'o'i (case studies) na iya zama da fa'ida sosai. Waɗannan na iya haɗa da lokuta inda cibiyoyin kuɗi suka yi nasarar aiwatar da kwamfutar quantum a cikin tsarin binciken bashinsu, suna nuna aikace-aikacen a aikace da fa'idodin wannan fasaha.

Tsarin aiwatar da QFT a cikin binciken kuɗi ba kawai ƙalubale ne na fasaha ba har ma da dama ce ta sabbin abubuwa a cikin sashin kuɗi. Yana wakiltar wani muhimmin mataki zuwa ga ƙirar kuɗi mafi inganci da nagarta, wanda ke samuwa ta hanyar iko na musamman na kwamfutar quantum.

Kodayake haɗa QFT a cikin tsarin kuɗi na yanzu yana fuskantar matsalolin fasaha, makomor tana da haske ƙwarai. Ci gaba cikin sauri na ababen more rayuwa na quantum-ready da haɓaka algorithms na quantum waɗanda ke da sauƙin amfani suna cike gibin da ke tsakanin yuwuwar da ke cikin ka'ida da kuma aikace-aikacensa a zahiri. Tare da ci gaba da bincike da haɗin gwiwa, ikon juyin juya hali na QFT a cikin binciken bashi yana kusa da zama gaskiya fiye da kowane lokaci.

divider.class="m-10 w-100"

Conclusion

Kammalawa

Haɗa IBM Qiskit da Quantum Fourier Transform a cikin binciken rabo na kuɗi alama ce a sarari ta yuwuwar juyin juya halin kwamfutar quantum a cikin harkar kuɗi. Wannan fasaha ba kawai ɗan ƙaramin ci gaba ba ne akan hanyoyin da ake amfani da su a yanzu; tana wakiltar canjin tsari (paradigm shift) a yadda ake sarrafa da bincika bayanan kuɗi.

Yayin da kwamfutar quantum ke ci gaba da haɓaka da balaga, amfani da ita a masana'antar kuɗi na iya sake fasalin yanayin nazarin kuɗi da tantance haɗari. Sakamakon wannan juyin juya halin fasaha yana da yawa, tare da yuwuwar haɓaka daidaito, sauri, da zurfin binciken kuɗi, wanda a ƙarshe zai kai ga yanke shawara mafi inganci a cikin masana'antar banki da kuɗi.

Makomar binciken bashi ta quantum ce, kuma lokacin bincika yuwuwarsa shi ne yanzu. Shiga cikin zurfi a cikin IBM Qiskit, shiga cikin al'ummomin intanet na masu sha'awar quantum, kuma ka kasance da masaniya game da sabbin ci gaba a cikin wannan fagen da ke haɓaka cikin sauri. Yayin da kwamfutar quantum ke kan gaba a fagen kuɗi, waɗanda suka rungumi damarta za su ci gajiyar makoma mai inganci, daidaito, da kuma wadata.

divider.class="m-10 w-100"

Bita na ƙarshe .

---

Bita ta ƙarshe .

Sake buga wannan labarin

Kwafa tsarin Medium

# Qiskit & Quantum Fourier Transform don Binciken Credit Ratio — Sebastien Rousseau

> Originally published at [https://sebastienrousseau.com/ha/2024-01-08-optimising-credit-ratio-analysis-with-ibm-qiskit-and-quantum-fourier-transform/](https://sebastienrousseau.com/ha/2024-01-08-optimising-credit-ratio-analysis-with-ibm-qiskit-and-quantum-fourier-transform/)

Bincika yadda IBM Qiskit da Quantum Fourier Transform ke canza binciken rabo na kuɗi a bangaren kudi, suna bayar da inganci da sauri mara misali.

Read the full article on sebastienrousseau.com: https://sebastienrousseau.com/ha/2024-01-08-optimising-credit-ratio-analysis-with-ibm-qiskit-and-quantum-fourier-transform/

Kwafa tsarin Mastodon

Qiskit & Quantum Fourier Transform don Binciken Credit Ratio — Sebastien Rousseau

Bincika yadda IBM Qiskit da Quantum Fourier Transform ke canza binciken rabo na kuɗi a bangaren kudi, suna bayar da inganci da sauri mara misali.

https://sebastienrousseau.com/ha/2024-01-08-optimising-credit-ratio-analysis-with-ibm-qiskit-and-quantum-fourier-transform/

Kwafa an tsara don LinkedIn

Qiskit & Quantum Fourier Transform don Binciken Credit Ratio — Sebastien Rousseau

Bincika yadda IBM Qiskit da Quantum Fourier Transform ke canza binciken rabo na kuɗi a bangaren kudi, suna bayar da inganci da sauri mara misali.

Ga abubuwan da ya kamata a lura da su na dabarun:

- Insight. Ka yi tunanin juyin juya halin na'urar kwamfuta, inda bayanai ke rawa cikin sauri da sarkakiya da suka wuce fahimtar kwamfyutocin gargajiya.
- Idea. [IBM Qiskit ⧉][01], wani muhimmin kayan aiki a fagen kwamfutar quantum, tsarin open-source software development framework ne da aka tsara don kwamfutar quantum.
- Impact. Binciken rabo na kuɗi wani muhimmin kayan aiki ne a masana'antar banki da kuɗi don auna kwanciyar hankali na kuɗi da cancantar bashi na ƙungiyoyi.
- Incentive. Aiwatar da [Quantum Fourier Transform (QFT)][02] a aikace a cikin binciken rabo na kuɗi yana farawa ne da shigar da [IBM Qiskit ⧉][01].

Menene hanyar ƙungiyar ku wajen magance ƙalubalen da aka kawo a wannan rubuce-rubucen?

→ https://sebastienrousseau.com/ha/2024-01-08-optimising-credit-ratio-analysis-with-ibm-qiskit-and-quantum-fourier-transform/

#QuantumComputing #Kudi #BincikenRaboNaKuɗi #Qiskit #QuantumFourierTransform

Sebastien Rousseau | CC-BY-4.0
Buga wannan labari

Qiskit & Quantum Fourier Transform don Binciken Credit Ratio — Sebastien Rousseau

Bincika yadda IBM Qiskit da Quantum Fourier Transform ke canza binciken rabo na kuɗi a bangaren kudi, suna bayar da inganci da sauri mara misali.

BibTeX

@online{rousseau2024qiskit,
  author  = {Rousseau, Sebastien},
  title   = {{Qiskit & Quantum Fourier Transform don Binciken Credit Ratio — Sebastien Rousseau}},
  year    = {2024},
  url     = {https://sebastienrousseau.com/ha/2024-01-08-optimising-credit-ratio-analysis-with-ibm-qiskit-and-quantum-fourier-transform/},
  urldate = {2024}
}

RIS

TY  - GEN
AU  - Rousseau, Sebastien
TI  - Qiskit & Quantum Fourier Transform don Binciken Credit Ratio — Sebastien Rousseau
PY  - 2024
UR  - https://sebastienrousseau.com/ha/2024-01-08-optimising-credit-ratio-analysis-with-ibm-qiskit-and-quantum-fourier-transform/
ER  -

Vancouver

Rousseau S. Qiskit & Quantum Fourier Transform don Binciken Credit Ratio — Sebastien Rousseau. sebastienrousseau.com. 2024 Jan 8. Available from: https://sebastienrousseau.com/ha/2024-01-08-optimising-credit-ratio-analysis-with-ibm-qiskit-and-quantum-fourier-transform/

Chicago

Rousseau, Sebastien. "Qiskit & Quantum Fourier Transform don Binciken Credit Ratio — Sebastien Rousseau." sebastienrousseau.com. January 8, 2024. https://sebastienrousseau.com/ha/2024-01-08-optimising-credit-ratio-analysis-with-ibm-qiskit-and-quantum-fourier-transform/.

APA

Rousseau, S. (2024, January 8). Qiskit & Quantum Fourier Transform don Binciken Credit Ratio — Sebastien Rousseau. sebastienrousseau.com. https://sebastienrousseau.com/ha/2024-01-08-optimising-credit-ratio-analysis-with-ibm-qiskit-and-quantum-fourier-transform/

Sake buga wannan labari

Qiskit & Quantum Fourier Transform don Binciken Credit Ratio — Sebastien Rousseau

Bincika yadda IBM Qiskit da Quantum Fourier Transform ke canza binciken rabo na kuɗi a bangaren kudi, suna bayar da inganci da sauri mara misali.

An lasisin wannan labari a karkashin Creative Commons Attribution 4.0 International. Sake bugawa na bukatar nuna asalin URL na asali.

Qiskit & Quantum Fourier Transform don Binciken Credit Ratio — Sebastien Rousseau

Bincika yadda IBM Qiskit da Quantum Fourier Transform ke canza binciken rabo na kuɗi a bangaren kudi, suna bayar da inganci da sauri mara misali.

Originally published at https://sebastienrousseau.com/ha/2024-01-08-optimising-credit-ratio-analysis-with-ibm-qiskit-and-quantum-fourier-transform/ by Sebastien Rousseau.
Licensed under CC-BY-4.0.