Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Makompyuta a Quantum ndi quantum computing - zatsopano mawu, yomwe idawonjezedwa ku malo athu achidziwitso pamodzi ndi nzeru zochita kupanga, makina kuphunzira ndi mawu ena apamwamba kwambiri. PanthaΕ΅i imodzimodziyo, sindinathe kupeza zinthu pa Intaneti zimene zingaphatikizire chithunzithunzi m’mutu mwanga chotchedwa "momwe makompyuta a quantum amagwirira ntchito". Inde, pali ntchito zabwino zambiri, kuphatikiza pa Habr (onani. Mndandanda wazinthu), ndemanga zomwe, monga momwe zimakhalira, zimakhala zowonjezereka komanso zothandiza, koma chithunzi chomwe chili m'mutu mwanga, monga akunena, sichinawonjezere.

Ndipo posachedwa anzanga adabwera kwa ine ndikundifunsa, "Kodi mukumvetsa momwe kompyuta ya quantum imagwirira ntchito? Kodi mungatiuze?” Ndiyeno ndinazindikira kuti sindine ndekha amene ndili ndi vuto loyika pamodzi chithunzi chogwirizana m'mutu mwanga.

Zotsatira zake, kuyesa kudapangidwa kuti apange zambiri zamakompyuta a quantum kukhala gawo lokhazikika lomwe mulingo woyambira, wopanda kumizidwa mozama mu masamu ndi kapangidwe ka dziko la quantum, inafotokozedwa kuti quantum kompyuta ndi chiyani, ndi mfundo zotani zomwe imagwira ntchito, ndi mavuto omwe asayansi amakumana nawo poipanga ndi kuigwiritsa ntchito.


Zamkatimu

Chodzikanira

(ku zomwe zili)

Wolembayo si katswiri wa quantum computing, ndi Omvera omwe akukhudzidwa ndi nkhaniyi ndi anthu omwewo a IT, osati akatswiri a quantum, omwenso akufuna kuyika chithunzi m'mitu yawo chotchedwa "Momwe makompyuta a quantum amagwirira ntchito." Chifukwa cha izi, malingaliro ambiri omwe ali m'nkhaniyi asinthidwa mwadala kuti amvetsetse ukadaulo wa quantum pamlingo "woyambira", koma popanda kuphweka kwamphamvu kwambiri ndi kutayika kwa chidziwitso ndi kukwanira.

Nkhani m'malo ena imagwiritsa ntchito zinthu zochokera kuzinthu zina, mndandanda umene waperekedwa kumapeto kwa nkhaniyo. Kulikonse kumene kuli kotheka, maulalo achindunji ndi zisonyezero za malemba oyambirira, tebulo kapena chithunzi amaikidwa. Ngati ndaiwala chinachake (kapena winawake) penapake, lembani ndipo ndidzakonza.

Mau oyamba

(ku zomwe zili)

M'mutu uno, tiwona mwachidule momwe nyengo ya quantum idayambira, chomwe chinali chifukwa cholimbikitsa lingaliro la makompyuta a quantum, omwe (omwe maiko ndi mabungwe) ndi omwe akutsogolera pakali pano, komanso kuyankhula mwachidule. za mbali zazikulu za chitukuko cha quantum computing.

Momwe izo zinayambira

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Kumayambiriro kwa nthawi ya quantum kumaonedwa kuti ndi 1900, pamene M. Planck anaika patsogolo. malingaliro mphamvuyo imatulutsidwa ndi kutengeka osati mosalekeza, koma mu quanta (gawo). Lingaliroli linatengedwa ndikupangidwa ndi asayansi ambiri otchuka a nthawiyo - Bohr, Einstein, Heisenberg, SchrΓΆdinger, zomwe pamapeto pake zidatsogolera ku chilengedwe ndi chitukuko cha sayansi monga. quantum physics. Pali zinthu zambiri zabwino pa intaneti za mapangidwe a quantum physics monga sayansi, m'nkhaniyi sitikhala mwatsatanetsatane, koma kunali koyenera kusonyeza tsiku limene tinalowa mu nyengo yatsopano ya quantum.

Fiziki ya Quantum yabweretsa zopanga zambiri ndi matekinoloje m'moyo wathu watsiku ndi tsiku, popanda zomwe tsopano ndizovuta kulingalira dziko lotizungulira. Mwachitsanzo, laser, yomwe tsopano ikugwiritsidwa ntchito kulikonse, kuchokera ku zipangizo zapakhomo (miyezo ya laser, etc.) kupita ku machitidwe apamwamba kwambiri (ma lasers owongolera masomphenya, moni mekoloni ). Zingakhale zomveka kuganiza kuti posachedwa wina adzabwera ndi lingaliro lakuti bwanji osagwiritsa ntchito machitidwe a quantum pa kompyuta. Ndiyeno mu 1980 izo zinachitika.

Wikipedia imasonyeza kuti lingaliro loyamba la computing quantum linafotokozedwa mu 1980 ndi wasayansi wathu Yuri Manin. Koma kwenikweni anayamba kulankhula za izo kokha mu 1981, pamene wotchuka R. Feynman lankhulani pamsonkhano woyamba wa Computational Physics womwe unachitikira ku MIT, adanenanso kuti ndizosatheka kutsanzira kusinthika kwa quantum system pakompyuta yachikale m'njira yabwino. Anapereka chitsanzo choyambirira quantum kompyuta, yomwe idzatha kuchita chitsanzo chotero.

Pali a ndiyo ntchito,ku nthawi ya chitukuko cha quantum computing zimaganiziridwa mwamaphunziro komanso mwatsatanetsatane, koma tikambirana mwachidule:

Zofunikira zazikulu m'mbiri yopanga makompyuta a quantum:

Monga mukuwonera, zaka 17 zadutsa (kuyambira 1981 mpaka 1998) kuyambira pomwe lingaliroli mpaka kukhazikitsidwa kwake koyamba pakompyuta yokhala ndi 2 qubits, ndi zaka 21 (kuyambira 1998 mpaka 2019) mpaka kuchuluka kwa ma qubits kudakwera mpaka 53. Zinatenga zaka 11 (kuyambira 2001 mpaka 2012) kukonza zotsatira za algorithm ya Shor (tidzayang'ana mwatsatanetsatane pambuyo pake) kuchokera pa nambala 15 mpaka 21. kukhazikitsa zomwe Feynman adalankhula, ndikuphunzira kutengera machitidwe osavuta athupi.

Kukula kwa quantum computing kumachedwa. Asayansi ndi mainjiniya akukumana ndi ntchito zovuta kwambiri, maiko a quantum ndianthawi yayitali komanso osalimba, ndipo kuti awasunge nthawi yayitali kuti awerenge, amayenera kupanga sarcophagi kwa madola mamiliyoni ambiri, momwe kutentha kumasungidwa. pamwamba pa ziro, zomwe zimatetezedwa kwambiri ku zikoka zakunja. Kenako tikambirana za ntchito ndi mavutowa mwatsatanetsatane.

Otsogolera Osewera

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Zithunzi za gawoli zatengedwa m'nkhaniyi Makompyuta a Quantum: Kuthamanga kwakukulu kwa ng'ombe. Maphunziro mu Yandex, kuchokera kwa wofufuza Russian Quantum Center Alexey Fedorov. Ndiroleni ndikupatseni mawu achindunji:

Maiko onse opambana paukadaulo pakali pano akupanga ukadaulo wa quantum. Ndalama zambiri zikuyikidwa pa kafukufukuyu, ndipo mapulogalamu apadera othandizira matekinoloje a quantum akupangidwa.

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Osati mayiko okha, komanso makampani apadera akugwira nawo mpikisano wa quantum. Ponseponse, Google, IBM, Intel ndi Microsoft posachedwapa adayika ndalama zokwana madola 0,5 biliyoni pakupanga makompyuta a quantum ndikupanga ma laboratories akuluakulu ndi malo ofufuza.
Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Pali zolemba zambiri za HabrΓ© ndi pa intaneti, mwachitsanzo, tawonani, tawonani ΠΈ tawonani, momwe momwe zinthu zilili panopa ndi chitukuko cha matekinoloje a quantum m'mayiko osiyanasiyana akufufuzidwa mwatsatanetsatane. Chachikulu kwa ife tsopano ndikuti mayiko onse otsogola paukadaulo ndi osewera akuyika ndalama zambiri pakufufuza mbali iyi, zomwe zimapereka chiyembekezo cha njira yotulutsira zovuta zaukadaulo zomwe zilipo.

Njira zachitukuko

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Pakadali pano (ndikhoza kulakwitsa, ndikonzereni) zoyesayesa zazikulu (ndi zotsatira zochulukirapo kapena zochepa) za osewera onse otsogola zimakhazikika m'magawo awiri:

  • Makompyuta apadera a quantum, zomwe cholinga chake ndi kuthetsa vuto linalake, mwachitsanzo, vuto la kukhathamiritsa. Chitsanzo cha malonda ndi makompyuta a D-Wave quantum.
  • Makompyuta a Universal quantum - omwe amatha kugwiritsa ntchito ma algorithms okhazikika (Shor, Grover, etc.). Zothandizira kuchokera ku IBM, Google.

Ma vector ena achitukuko omwe quantum physics amatipatsa, monga:

Zachidziwikire, ilinso pamndandanda wamalo ofufuzidwa, koma pakadali pano zikuwoneka kuti palibe zotsatira zochulukirapo kapena zochepa.

Komanso mukhoza kuwerenga njira yopangira matekinoloje a quantum, google"kukula kwa teknoloji ya quantum", Mwachitsanzo, tawonani, tawonani ΠΈ tawonani.

Zoyambira. Zinthu za Quantum ndi machitidwe a quantum

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Chofunika kwambiri kuti timvetsetse kuchokera ku gawo ili ndi chakuti

Quantum kompyuta (mosiyana ndi nthawi zonse) amagwiritsa ntchito ngati zonyamulira zidziwitso zinthu za quantum, ndi kuwerengera, zinthu za quantum ziyenera kulumikizidwa mkati quantum system.

Kodi chinthu cha quantum ndi chiyani?

Quantum chinthu - chinthu cha microworld (quantum world) chomwe chikuwonetsa kuchuluka kwa zinthu:

  • Ili ndi dziko lodziwika lomwe lili ndi malire awiri
  • Ili mu superposition ya chikhalidwe chake mpaka mphindi ya kuyeza
  • Imadzilowetsa yokha ndi zinthu zina kuti ipange machitidwe a quantum
  • Imakhutitsa chiphunzitso cha no-cloning (chinthu sichingakopedwe)

Tiyeni tiwone chilichonse mwatsatanetsatane:

Ili ndi dziko lofotokozedwa lomwe lili ndi malire awiri (mapeto)

Chitsanzo chapamwamba cha dziko lenileni ndi ndalama. Ili ndi gawo la "mbali", lomwe limatenga magawo awiri amalire - "mitu" ndi "michira".

Ili mu superposition ya chikhalidwe chake mpaka mphindi ya kuyeza

Anaponya khobidi, n’kuuluka n’kupota. Ngakhale kuti ikuzungulira, sizingatheke kunena kuti ndi gawo liti la malire ake "mbali" yake ili. Koma tikangoyigwetsa pansi ndikuyang'ana zotsatira zake, maiko apamwamba amagwera mu umodzi mwa zigawo ziwiri - "mitu" ndi "michira". Kumenya ndalama kwa ife ndi muyeso.

Imadzilowetsa yokha ndi zinthu zina kuti ipange machitidwe a quantum

Ndizovuta ndi ndalama, koma tiyeni tiyese. Tangoganizani kuti taponya makobidi atatu kuti azungulira akumatirana wina ndi mnzake, uku ndikugubuduza ndi makobidi. Pa mphindi iliyonse ya nthawi, sikuti aliyense wa iwo ali pamwamba pa mayiko, koma maikowa amakhudzana wina ndi mzake (ndalama zimawombana).

Imakhutitsa chiphunzitso cha no-cloning (chinthu sichingakopedwe)

Ngakhale kuti ndalamazo zikuuluka ndikuzungulira, palibe njira yomwe tingapangire kopi ya ndalama zomwe zimazungulira, zosiyana ndi dongosolo. Dongosololi limakhala mkati mwawokha ndipo limachita nsanje kwambiri potulutsa chidziwitso chilichonse kudziko lakunja.

Mawu enanso ochepa ponena za lingaliro lokha "ma superpositions", pafupifupi m'nkhani zonse mawu apamwamba akufotokozedwa ngati "ali m'maboma onse nthawi imodzi", zomwe ziri zoona, koma nthawi zina zimasokoneza mopanda chifukwa. A superposition of states angaganizidwenso kuti pa mphindi iliyonse ya nthawi chinthu cha quantum chimakhala pali zotheka zina zogwera mugawo lililonse lamalire ake, ndipo mwachidule izi mwachilengedwe ndizofanana ndi 1.. Pambuyo pake, poganizira za qubit, tikambirana izi mwatsatanetsatane.

Kwa ndalama zachitsulo, izi zikhoza kuwonetsedwa - kutengera liwiro loyamba, ngodya ya kuponyera, momwe chilengedwe chimawulukira ndalamazo, nthawi iliyonse mwayi wopeza "mitu" kapena "michira" ndi yosiyana. Ndipo, monga tanenera kale, momwe ndalama yowuluka yotere ingalingaliridwe ngati "kukhala m'malire ake onse nthawi imodzi, koma ndi mwayi wosiyana wa kukhazikitsidwa kwake."

Chilichonse chomwe zinthu zomwe zili pamwambazi zakhutitsidwa ndi zomwe titha kupanga ndikuwongolera zitha kugwiritsidwa ntchito ngati chonyamulira chidziwitso pakompyuta ya quantum.

Pang'ono pang'ono tidzakambirana za momwe zinthu zilili panopa ndi kukhazikitsidwa kwa qubits monga zinthu za quantum, ndi zomwe asayansi akugwiritsa ntchito panopa.

Chifukwa chake katundu wachitatu akuti zinthu za quantum zitha kukodwa kuti zipange machitidwe a quantum. Kodi quantum system ndi chiyani?

Quantum system - dongosolo la zinthu za quantum zomwe zili ndi zinthu zotsatirazi:

  • Dongosolo la quantum lili pamwamba pa zigawo zonse zomwe zingatheke za zinthu zomwe zimakhalapo
  • Ndizosatheka kudziwa momwe dongosololi lilili mpaka nthawi yoyezera
  • Panthawi yoyezera, dongosololi limagwiritsa ntchito chimodzi mwazinthu zomwe zingatheke m'malire ake

(ndipo, kuyang'ana patsogolo pang'ono)

Chotsatira cha mapulogalamu a quantum:

  • Pulogalamu ya quantum ili ndi mawonekedwe operekedwa a dongosolo pakulowetsa, superposition mkati, superposition pa zotuluka.
  • Pakutulutsa kwa pulogalamuyo mutayezera timakhala ndi mwayi wokhazikitsa umodzi mwamagawo omaliza a dongosolo (kuphatikiza zolakwika zomwe zingatheke)
  • Pulogalamu iliyonse ya quantum ili ndi zomangamanga za chimney (zolowetsa -> zotuluka. Palibe malupu, simungathe kuwona momwe dongosololi liliri pakati pa ndondomekoyi.)

Kuyerekeza kwa quantum kompyuta ndi wamba

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Tiyeni tsopano tifanizire kompyuta wamba ndi quantum imodzi.

kompyuta wamba Quantum kompyuta

Mfundo

0 / 1 `a|0> + b|1>, a^2+b^2=1`

Zamoyo

Semiconductor transistor Quantum chinthu

Media carrier

Mphamvu yamagetsi Polarization, kuzungulira,…

Ntchito

OSATI, NDI, KAPENA, XOR pa bits Mavavu: CNOT, Hadamard,…

Ubale

Semiconductor chip Kusokonezeka wina ndi mzake

Ma algorithms

Standard (onani Chikwapu) Zapadera (Shore, Grover)

mfundo

Digital, deterministic Analogi, probabilistic

Mfundo mlingo
Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Mu kompyuta wamba izi ndi pang'ono. Zodziwika bwino kwa ife mopitilira deterministic pang'ono. Itha kutenga 0 kapena 1. Imagwirizana bwino ndi gawolo logic unit pakompyuta yokhazikika, koma ndiyosayenera kufotokozera boma chinthu cha quantum, yomwe, monga tanenera kale, kuthengo kuli mkatima superpositions a malire awo.

Izi ndi zomwe adabwera nazo qubit. M'malire ake amazindikira zigawo zofanana ndi 0 ndi 1 |0> ndi |1>, ndipo m’malo apamwamba amaimira Kugawidwa kwa mwayi pamalire ake |0> ΠΈ |1>:

 a|0> + b|1>, Ρ‚Π°ΠΊΠΎΠ΅, Ρ‡Ρ‚ΠΎ a^2+b^2=1

a ndi b amaimira mwayi amplitudes, ndipo mabwalo a ma module awo ndiye mwayi weniweni wopeza zomwe zili m'malire. |0> ΠΈ |1>, ngati mungagwetse qubit ndi muyeso pompano.

Thupi wosanjikiza

Pamsinkhu wamakono wa chitukuko, kukhazikitsidwa kwapang'ono kwa makompyuta wamba ndiko Semiconductor transistor, kwa quantum, monga tanenera kale, chinthu chilichonse cha quantum. Mu gawo lotsatira tikambirana zomwe zikugwiritsidwa ntchito pano ngati media media qubits.

Kusungirako kwapakatikati

Kwa kompyuta wamba izi ndi magetsi - mayendedwe amagetsi, kukhalapo kapena kusapezeka kwapano, etc., kwa quantum - chimodzimodzi chikhalidwe cha quantum chinthu (kuwongolera kwa polarization, kupota, etc.), zomwe zitha kukhala pamalo apamwamba.

Ntchito

Kuti tigwiritse ntchito mabwalo omveka pakompyuta yokhazikika, timagwiritsa ntchito odziwika bwino ntchito zomveka, kwa opareshoni pa qubits kunali koyenera kuti abwere ndi machitidwe osiyana kotheratu, otchedwa zipata za quantum. Ma Gates amatha kukhala amodzi-qubit kapena awiri-qubit, kutengera kuchuluka kwa ma qubits omwe akusinthidwa.

Zitsanzo za zipata za quantum:
Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Pali lingaliro valavu ya universal, zomwe ndi zokwanira kuchita mawerengedwe aliwonse a quantum. Mwachitsanzo, seti yapadziko lonse lapansi imaphatikizapo chipata cha Hadamard, chipata chosinthira gawo, chipata cha CNOT, ndi chipata cha π⁄8. Ndi chithandizo chawo, mutha kuwerengera kuchuluka kwa ma qubits aliwonse.

M'nkhaniyi sitikhala mwatsatanetsatane pa dongosolo la zipata za quantum; mukhoza kuwerenga zambiri za iwo ndi ntchito zomveka pa qubits, mwachitsanzo, pomwe pano. Chinthu chachikulu kukumbukira:

  • Kugwira ntchito pazinthu za quantum kumafuna kuti pakhale ogwiritsira ntchito atsopano (zipata za quantum)
  • Zipata za Quantum zimabwera mumitundu imodzi-qubit ndi iwiri-qubit.
  • Pali zipata zapadziko lonse lapansi zomwe zingagwiritsidwe ntchito popanga ma quantum computation

Ubale

Transistor imodzi ilibe ntchito kwa ife; kuti tithe kuwerengera tiyenera kulumikiza ma transistors ambiri kwa wina ndi mzake, ndiye kuti, kupanga chip cha semiconductor kuchokera ku mamiliyoni a ma transistors omwe amamanga mabwalo omveka, ALU ndipo, pamapeto pake, pezani purosesa yamakono mu mawonekedwe ake apamwamba.

qubit imodzi ilinso yopanda phindu kwa ife (chabwino, ngati mwamaphunziro),

kuti tichite mawerengedwe timafunika dongosolo la qubits (quantum zinthu)

zomwe, monga tanenera kale, zimapangidwa ndi kugwirizanitsa qubits wina ndi mzake kuti kusintha kwa mayiko awo kuchitike mwadongosolo.

Ma algorithms

Ma algorithms omwe anthu apeza mpaka pano ndi osayenera kukhazikitsidwa pakompyuta ya quantum. Inde, zambiri palibe chifukwa. Makompyuta a Quantum otengera malingaliro a pachipata pa qubits amafunikira kuti pakhale ma algorithms osiyanasiyana, ma algorithms a quantum. Mwa ma algorithms odziwika bwino a quantum, atatu amatha kusiyanitsa:

mfundo

Ndipo kusiyana kofunikira kwambiri ndi mfundo yoyendetsera ntchito. Kwa kompyuta yokhazikika izi ndi digito, mfundo yotsimikizika, kutengera mfundo yakuti ngati titakhazikitsa chikhalidwe choyambirira cha dongosolo ndikudutsa mu ndondomeko yopatsidwa, ndiye kuti zotsatira za mawerengedwewo zidzakhala zofanana, ziribe kanthu kuti timayendetsa kangati kuwerengera uku. Kwenikweni, izi ndizomwe timayembekezera kuchokera pakompyuta.

Kompyuta ya Quantum imagwira ntchito analogue, probabilistic mfundo. Chotsatira cha algorithm yomwe yapatsidwa panthawi yomwe yapatsidwa ndi chitsanzo kuchokera ku kugawa kothekera kukhazikitsa komaliza kwa algorithm kuphatikiza zolakwika zomwe zingatheke.

Kuthekera uku kwa quantum computing ndi chifukwa cha kuthekera kwenikweni kwa dziko la quantum. "Mulungu sasewera madasi ndi chilengedwe.", anatero Einstein wakale, koma zoyesayesa zonse ndi zowonera mpaka pano (m’mawu asayansi amakono) zimatsimikizira zosiyana.

Kukhazikitsa kwakuthupi kwa qubits

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Monga tanenera kale, qubit ikhoza kuimiridwa ndi chinthu cha quantum, ndiko kuti, chinthu chakuthupi chomwe chimagwiritsa ntchito zinthu za quantum zomwe zafotokozedwa pamwambapa. Izi zikutanthauza kuti, chinthu chilichonse chakuthupi chomwe chili ndi zigawo ziwiri ndipo maiko awiriwa ali mumtunda wapamwamba angagwiritsidwe ntchito pomanga kompyuta ya quantum.

"Ngati titha kuyika atomu m'magulu awiri osiyana ndikuwongolera, ndiye kuti muli ndi qubit. Ngati titha kuchita izi ndi ion, ndi qubit. Ndi chimodzimodzi ndi panopa. Ngati titha kuyiyendetsa molunjika komanso motsatana nthawi yomweyo, muli ndi vuto. ” (NDI)

pali ndemanga yodabwitsa ΠΊ nkhani, momwe kusiyanasiyana kwaposachedwa kwa qubit kumaganiziridwa mwatsatanetsatane, tingolemba zodziwika bwino komanso zodziwika bwino:

Mwa mitundu yonseyi, yotukuka kwambiri ndiyo njira yoyamba yopezera ma qubits, kutengera superconductors. Google, IBM, Intel ndi osewera ena otsogola amagwiritsa ntchito kupanga machitidwe awo.

Chabwino, werengani zambiri kuwunika zotheka machitidwe akuthupi kuchokera ku Andrew Daley, 2014.

Zoyambira. Momwe kompyuta ya quantum imagwirira ntchito

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Zida za gawoli (ntchito ndi zithunzi) zatengedwa kuchokera m'nkhaniyi β€œZinthu zovuta basi. Kodi kompyuta ya quantum imagwira ntchito bwanji?.

Choncho, tiyerekeze kuti tili ndi ntchito zotsatirazi:

Pali gulu la anthu atatu: (A)ndrey, (B)olodya and (C)erezha. Pali ma taxi awiri (0 ndi 1).

Amadziwikanso kuti:

  • (A)ndrey, (B)olodya are friends
  • (A)ndrey, (C)erezha ndi adani
  • (B)olodya ndi (C)erezha ndi adani

Ntchito: Ikani anthu m'ma taxi kuti Max (abwenzi) ΠΈ Min (adani)

Mulingo: L = (chiwerengero cha abwenzi) - (chiwerengero cha adani) pa njira iliyonse yogona

ZOFUNIKA: Pongoganiza kuti palibe ma heuristics, palibe njira yabwino. Pankhaniyi, vutoli likhoza kuthetsedwa ndi kufufuza kwathunthu kwa zosankha.

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Yankho pa kompyuta wamba

Momwe mungathetsere vutoli pakompyuta yokhazikika (yapamwamba) (kapena masango) - zikuwonekeratu kuti muyenera kudutsa njira zonse zotheka. Ngati tili ndi ma multiprocessor system, ndiye kuti titha kufananiza mawerengedwe a mayankho pama processor angapo ndikusonkhanitsa zotsatira.

Tili ndi njira ziwiri zogona (taxi 2 ndi taxi 0) ndi anthu atatu. Malo yothetsera 2 ^ 3 = 8. Mutha kudutsa njira 8 pa chowerengera, ili si vuto. Tsopano tiyeni tisokoneze vutoli - tili ndi anthu 20 ndi mabasi awiri, malo othetsera mavuto 2^20 = 1. Palibenso chovuta. Tiyeni tiwonjezere chiwerengero cha anthu ndi nthawi 2.5 - kutenga anthu 50 ndi masitima awiri, njira yothetsera vutoli tsopano 2^50 = 1.12 x 10^15. Kompyuta wamba (yapamwamba) yayamba kale kukhala ndi mavuto akulu. Tiyeni tiwonjezere chiwerengero cha anthu ka 2, anthu 100 adzatipatsa kale 1.2 x 10 ^ 30 zotheka zosankha.

Ndi izi, ntchito iyi siingawerengedwe mu nthawi yoyenera.

Kulumikiza kompyuta yayikulu

Kompyuta yamphamvu kwambiri pakadali pano ndi nambala 1 ya Top500, izi Msonkhano, zokolola 122 Pflops. Tiyerekeze kuti tikufunika ma opareshoni 100 kuti tiwerenge njira imodzi, ndiye kuti tithetse vutoli kwa anthu 100 omwe tidzawafuna:

(1.2 x 10^30 100) / 122Γ—10^15/ (606024365) = 3 x 10^zaka 37.

Monga tikuonera pamene kukula kwa deta yoyamba kumawonjezeka, malo othetserapo amakula molingana ndi lamulo la mphamvu, kawirikawiri, chifukwa cha N bits tili ndi 2 ^ N zotheka zothetsera njira, zomwe kwa N (100) zazing'ono zimatipatsa malo osawerengeka (pamlingo wamakono wamakono).

Kodi pali njira zina? Monga momwe mungaganizire, inde, zilipo.

Koma tisanalowe mumomwe ndi chifukwa chiyani makompyuta a quantum amatha kuthetsa mavuto ngati awa, tiyeni titenge kamphindi kuti tikambiranenso zomwe iwo ali. mwayi wogawa. Osadandaula, iyi ndi nkhani yobwereza, sipadzakhala masamu ovuta pano, tidzachita ndi chitsanzo chapamwamba ndi thumba ndi mipira.

Combinatorics pang'ono chabe, chiphunzitso chotheka ndi kuyesa kwachilendo

Tiyeni titenge chikwama ndikuchiyikamo Mipira yoyera 1000 ndi 1000 yakuda. Tichita zoyeserera - tulutsani mpirawo, lembani mtundu wake, bweretsani mpirawo m'thumba ndikusakaniza mipira m'thumba.

Kuyesera kunachitika nthawi 10, anatulutsa mipira 10 yakuda. Mwina? Ndithu. Kodi chitsanzochi chimatipatsa lingaliro loyenera la kugawidwa kowona m'thumba? Mwachionekere ayi. Zomwe ziyenera kuchitika - kulondola, pbwerezani zoyeserera nthawi miliyoni ndikuwerengera ma frequency a mipira yakuda ndi yoyera. Timapeza, mwachitsanzo 49.95% yakuda ndi 50.05% yoyera. Pankhaniyi, kapangidwe kagawidwe komwe timatengera (kutulutsa mpira umodzi) kumakhala koonekeratu.

Chinthu chachikulu ndikumvetsetsa zimenezo kuyesa komweko kumakhala ndi chikhalidwe cha probabilistic, ndi chitsanzo chimodzi (mpira) sitidzadziwa mawonekedwe enieni a kugawa, tiyenera kubwereza kuyesako nthawi zambiri ndi avereji zotsatira.

Tiyeni tiwonjezere ku chikwama chathu Mipira 10 yofiira ndi 10 yobiriwira (zolakwa). Tiyeni tibwereze kuyesa kakhumi. MUanatulutsa 5 wofiira ndi 5 wobiriwira. Mwina? Inde. Titha kunena china chake chokhudza kugawa kwenikweni - Ayi. Zomwe ziyenera kuchitidwa - chabwino, mukumvetsa.

Kuti timvetsetse momwe kugawa kungathekere, ndikofunikira kuyesa mobwerezabwereza zotsatira zapayekha kuchokera pakugawa uku ndikuwerengera zotsatira.

Kugwirizanitsa chiphunzitso ndi machitidwe

Tsopano m'malo mwa mipira yakuda ndi yoyera, tiyeni titenge mipira ya billiard ndikuyiyika m'thumba Mipira 1000 yokhala ndi nambala 2, 1000 yokhala ndi nambala 7 ndi mipira 10 yokhala ndi manambala ena. Tiyerekeze woyesera yemwe amaphunzitsidwa kuchita zinthu zosavuta (kutulutsa mpira, kulemba nambala, kubwezera mpirawo m'thumba, kusakaniza mipira m'thumba) ndipo amachita izi mu 150 microseconds. Chabwino, woyesera wotere pa liwiro (osati malonda a mankhwala !!!). Kenako mumasekondi 150 azitha kuyesa kuyesa kwathu nthawi 1 miliyoni ndi kutipatsa zotsatira zapakati.

Iwo adakhala pansi woyeserayo, adamupatsa thumba, adatembenuka, kuyembekezera masekondi 150 ndikulandira:

chiwerengero 2 - 49.5%, chiwerengero 7 - 49.5%, otsala manambala okwana - 1%.

Inde ndiko kulondola, thumba lathu ndi quantum kompyuta ndi aligorivimu kuti amathetsa vuto lathu, ndipo mipira ndi njira zothetsera. Popeza pali njira ziwiri zolondola, ndiye kompyuta quantum adzatipatsa aliyense wa mayankho zotheka zofanana mwina, ndi 0.5% (10/2000) zolakwika, zomwe tidzakambirana pambuyo pake.

Kuti mupeze zotsatira za kompyuta ya quantum, muyenera kuyendetsa quantum algorithm kangapo pa data yolowetsa yomweyi ndikuwerengera zotsatirazo.

Kuchuluka kwa makompyuta a quantum

Tsopano lingalirani kuti pa ntchito yokhudza anthu 100 (yankho malo 2^100 timakumbukira izi), palinso zisankho ziwiri zolondola. Ndiye, ngati titenga ma qubits 100 ndikulemba algorithm yomwe imawerengera ntchito yathu (L, onani pamwambapa) pazotsatira izi, ndiye kuti tipeza thumba lomwe mudzakhala mipira 1000 yokhala ndi nambala ya yankho loyamba lolondola, 1000 ndi. nambala ya yankho lachiwiri lolondola ndi mipira 10 yokhala ndi manambala ena. Ndipo mkati mwa masekondi omwewo a 150 woyeserera wathu adzatipatsa chiyerekezo cha kugawa kwa mayankho olondola..

Nthawi yopangira algorithm ya quantum (ndi malingaliro ena) imatha kuonedwa ngati O(1) yosasintha potengera kukula kwa danga (2^N).

Ndipo izi ndizomwe zili ndi kompyuta ya quantum - kuthamanga nthawi zonse pokhudzana ndi kuwonjezeka kwa lamulo la mphamvu ya mphamvu ya danga la yankho ndilo chinsinsi.

Dziko lapansi ndi lofanana

Kodi izi zimachitika bwanji? Ndi chiyani chomwe chimalola kompyuta ya quantum kuwerengera mwachangu chonchi? Zonse ndi za quantum chikhalidwe cha qubit.

Tawonani, tidati qubit ili ngati chinthu cha quantum amazindikira chimodzi mwa zigawo zake ziwiri zikawonedwa, koma mu "chirengedwe" chiri mkati superpositions of states, ndiko kuti, ili m'malire ake onse nthawi imodzi (ndi kuthekera kwina).

Tiyeni titenge (A) ndi ndipo lingalirani mkhalidwe wake (mgalimoto yomwe ili - 0 kapena 1) ngati qubit. Ndiye tili (mu quantum space) maiko awiri ofanana,mmodzi (A) amakhala mu taxi 0, m'dziko lina - mu taxi 1. Muma taxi awiri nthawi imodzi, koma ndi kuthekera kwina kozipeza mwa aliyense wa iwo poyang'ana.

Tiyeni titenge (B) achinyamata ndipo tiyeni tiyerekezenso mkhalidwe wake ngati qubit. Maiko ena awiri ofanana amawuka. Koma pakali pano awiriwa a dziko lapansi (A) ΠΈ (AT) osalumikizana konse. Zomwe ziyenera kuchitika kuti mupange zokhudzana dongosolo? Ndiko kulondola, timafunikira izi tie up (confuse). Timachitenga ndikuchisokoneza (A) ndi (B) - timapeza dongosolo la quantum la qubits ziwiri (A, B), kuzindikira mkati mwake mokha zinayi kudalirana dziko lofanana. Onjezani (S) erge ndipo timapeza ndondomeko ya ma qubits atatu (ABC), kukwaniritsa zisanu ndi zitatu kudalirana dziko lofanana.

Chofunikira cha quantum computing (kukhazikitsa kwa unyolo wa zipata za quantum pa dongosolo la ma qubits olumikizidwa) ndikuti kuwerengera kumachitika m'maiko onse ofanana nthawi imodzi.

Ndipo zilibe kanthu kuti tili ndi angati, 2^3 kapena 2^100, quantum aligorivimu idzachitidwa mu nthawi yotsiriza pa maiko onse ofanana awa ndipo adzatipatsa zotsatira, zomwe ndi chitsanzo kuchokera ku mwayi wogawa mayankho a algorithm.

Kuti mumvetse bwino, munthu akhoza kulingalira zimenezo kompyuta ya quantum pamlingo wa quantum imayendetsa 2^N njira zofananira zothetsera, aliyense amene amagwira ntchito pa njira imodzi yotheka, ndiye amasonkhanitsa zotsatira za ntchito - ndi amatipatsa yankho mu mawonekedwe a superposition ya yankho (kutheka kugawa kwa mayankho), komwe timayesa limodzi nthawi iliyonse (pakuyesera kulikonse).

Kumbukirani nthawi yofunikira ndi woyeserera wathu (150 Β΅s) kuti tichite kuyesera, izi zidzakhala zothandiza kwa ife patsogolo pang'ono, pamene tikukamba za mavuto akuluakulu a makompyuta a quantum ndi nthawi yosagwirizana.

Ma algorithms a Quantum

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Monga tanenera kale, ma aligorivimu wamba potengera malingaliro a binary sagwiritsidwa ntchito pakompyuta ya quantum pogwiritsa ntchito quantum logic (zipata za quantum). Kwa iye, kunali koyenera kubwera ndi zatsopano zomwe zimagwiritsa ntchito mokwanira kuthekera komwe kulipo mu chikhalidwe cha kuchuluka kwa makompyuta.

Ma algorithm odziwika kwambiri masiku ano ndi awa:

Mosiyana ndi akale, makompyuta a quantum si onse.
Ma algorithms ochepa chabe a quantum apezeka mpaka pano.(NDI)

Бпасибо oxoron kwa link ku Quantum Algorithm Zoo, malo omwe, malinga ndi wolemba ("Stephen Jordan"), oimira abwino kwambiri a dziko la quantum-algorithmic asonkhanitsidwa ndikupitiriza kusonkhana.

M'nkhaniyi sitidzasanthula ma aligorivimu a quantum mwatsatanetsatane; pali zida zambiri zabwino kwambiri pa intaneti pamlingo uliwonse wazovuta, komabe tifunika kupitiliza mwachidule atatu otchuka kwambiri.

Algorithm ya Shor.

(ku zomwe zili)

Algorithm yodziwika kwambiri ya quantum ndi Algorithm ya Shor (yopangidwa mu 1994 ndi katswiri wa masamu wa Chingerezi Peter Shore), yomwe cholinga chake ndi kuthetsa vuto la kuwerengera manambala kukhala zinthu zazikulu (vuto la factorization, discrete logarithm).

Ndi algorithm iyi yomwe imatchulidwa mwachitsanzo akalemba kuti mabanki anu ndi mapasiwedi anu posachedwa adzabedwa. Poganizira kuti kutalika kwa makiyi omwe amagwiritsidwa ntchito masiku ano ndi osachepera 2048 bits, nthawi ya kapu sinafike.

Mpaka pano, Ρ€Π΅Π·ΡƒΠ»ΡŒΡ‚Π°Ρ‚Ρ‹ kuposa kudzichepetsa. Zotsatira Zabwino Kwambiri Zogwiritsa Ntchito Shor's Algorithm - Manambala 15 ΠΈ 21, yomwe ili yochepa kwambiri kuposa 2048 bits. Pazotsatira zotsalira za tebulo, zosiyana aligorivimu kuwerengera, koma ngakhale zotsatira zabwino kwambiri molingana ndi algorithm iyi (291311) ndizotalikirana ndi kugwiritsa ntchito kwenikweni.

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Mutha kuwerenga zambiri za Shor's algorithm, mwachitsanzo, pomwe pano. Za kukhazikitsa kothandiza - apa.

M'modzi wa ziwerengero zamakono zovuta ndi mphamvu zofunikira kuti nambala 2048-bit ndi kompyuta ndi 20 miliyoni qubits. Timagona mwamtendere.

Algorithm ya Grover

(ku zomwe zili)

Algorithm ya Grover - quantum algorithm kuthetsa vuto la kawerengedwe, ndiko kuti, kupeza yankho la equation F(X) = 1,ku F ntchito ya boolean ΠΎΡ‚ n zosintha. Anafunsidwa ndi katswiri wa masamu wa ku America Fishing Grover Π² Chaka cha 1996.

Algorithm ya Grover ingagwiritsidwe ntchito kupeza wapakati ΠΈ chiwerengero cha masamu mndandanda wa nambala. Komanso, angagwiritsidwe ntchito kuthetsa NP-yathunthu mavuto kudzera pakufufuza kokwanira pakati pa mayankho ambiri omwe angathe. Izi zitha kutanthauza kupindula kwakukulu poyerekeza ndi ma algorithms akale, ngakhale popanda kupereka "njira ya polynomial" mwambiri.(NDI)

Mutha kuwerenga zambiri pomwe pano, kapena apa. Zambiri pomwe pano Pali kufotokozera kwabwino kwa algorithm pogwiritsa ntchito chitsanzo cha mabokosi ndi mpira, koma, mwatsoka, pazifukwa zomwe palibe aliyense amene angasankhe, tsamba ili silinanditsegukire ku Russia. Ngati muli nazo tsamba ili yaletsedwanso, nayi chidule chachidule:

Algorithm ya Grover. Tangoganizani kuti muli ndi zidutswa za N za mabokosi otsekedwa. Zonse zilibe kanthu kupatula imodzi, yomwe ili ndi mpira. Ntchito yanu: fufuzani nambala ya bokosi lomwe muli mpira (chiwerengero chosadziwikachi nthawi zambiri chimatchulidwa ndi chilembo w).
Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Kodi kuthetsa vutoli? Njira yopusa ndiyo kusinthana kutsegula mabokosiwo, ndipo posakhalitsa mudzakumana ndi bokosi lokhala ndi mpira. Pa avareji, ndi mabokosi angati omwe amafunika kufufuzidwa asanapezeke bokosi lokhala ndi mpira? Pafupifupi, muyenera kutsegula pafupifupi theka la mabokosi a N/2. Chinthu chachikulu apa ndi chakuti ngati tiwonjezera chiwerengero cha mabokosi nthawi 100, ndiye kuti chiwerengero cha mabokosi omwe amayenera kutsegulidwa pamaso pa bokosi ndi mpira chikapezeka chidzawonjezekanso nthawi 100.

Tsopano tiyeni tifotokoze kumveketsanso kumodzi. Tisatsegule tokha mabokosiwo ndi manja athu ndikuyang'ana kukhalapo kwa mpira mwa aliyense, koma pali mkhalapakati wina, timutche Oracle. Timauza Oracle kuti, β€œcheki bokosi nambala 732,” ndipo Oracle imayang’ana moona mtima ndi kuyankha kuti, β€œpalibe mpira m’bokosi nambala 732.” Tsopano, m'malo monena kuti ndi mabokosi angati omwe tiyenera kutsegula pafupifupi, timati "kangati pa avareji tiyenera kupita ku Oracle kuti tikapeze nambala ya bokosi ndi mpira"

Zikuwonekeratu kuti ngati timasulira vutoli ndi mabokosi, mpira ndi Oracle m'chinenero cha quantum, timapeza zotsatira zochititsa chidwi: kupeza chiwerengero cha bokosi ndi mpira pakati pa mabokosi a N, tiyenera kusokoneza Oracle kokha za SQRT. (N) nthawi!

Ndiye kuti, zovuta za ntchito yosaka pogwiritsa ntchito algorithm ya Grover zimachepetsedwa ndi nthawi yayitali.

Deutsch-Jozi algorithm

(ku zomwe zili)

Deutsch-Jozsa algorithm (yomwe imatchedwanso Deutsch-Jozsa algorithm) - [quantum algorithm](https://ru.wikipedia.org/wiki/%D0%9A%D0%B2%D0%B0%D0%BD%D1%82%D0%BE%D0%B2%D1%8B%D0%B9%D0%B0%D0%BB%D0%B3%D0%BE%D1%80%D0%B8%D1%82%D0%BC), ΠΏΡ€Π΅Π΄Π»ΠΎΠΆΠ΅Π½Π½Ρ‹ΠΉ David Deutsch ΠΈ Richard Joza Π² Chaka cha 1992, ndipo inakhala imodzi mwa zitsanzo zoyamba za ma aligorivimu opangidwa kuti aphedwe makompyuta a quantum. _

Vuto la Deutsch-Jozsi ndikuzindikira ngati ntchito yamitundu ingapo F(x1, x2, ... xn) ndiyokhazikika (imatenga mtengo 0 kapena 1 pamikangano iliyonse) kapena yolinganiza (pa theka la magawo omwe amatenga mtengo 0, theka lina 1). Pachifukwa ichi, zimaganiziridwa kuti ndizodziwika kuti ntchitoyo ndi yokhazikika kapena yokhazikika. (NDI)

Mukhozanso kuwerenga apa. Kufotokozera kosavuta:

The Deutsch (Deutsch-Jozsi) aligorivimu imatengera mphamvu yankhanza, koma imalola kuti izichitika mwachangu kuposa nthawi zonse. Tiyerekeze kuti pali ndalama patebulo ndipo muyenera kudziwa ngati ndi yabodza kapena ayi. Kuti muchite izi, muyenera kuyang'ana ndalamazo kawiri ndikuzindikira kuti: "mitu" ndi "mchira" ndi zenizeni, "mitu" iwiri, "michira" iwiri ndi yabodza. Chifukwa chake, ngati mugwiritsa ntchito algorithm ya Deutsch quantum, ndiye kuti kutsimikiza uku kungapangidwe ndi kuyang'ana kumodzi - muyeso. (NDI)

Mavuto a makompyuta a quantum

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Popanga ndikugwiritsa ntchito makompyuta a quantum, asayansi ndi mainjiniya amakumana ndi zovuta zambiri, zomwe mpaka pano zathetsedwa ndi kupambana kosiyanasiyana. Malinga ndi kafukufuku (komanso pano) Mavuto otsatirawa atha kudziwika:

  • Kukhudzidwa kwa chilengedwe komanso kuyanjana ndi chilengedwe
  • Kuwunjika zolakwika pakuwerengera
  • Zovuta ndikuyambitsa koyambirira kwa qubit states
  • Zovuta kupanga ma multi-qubit systems

Ndikupangira kuwerenga nkhaniyi "Makhalidwe a makompyuta a quantum”, makamaka ndemanga zake.

Tiyeni tipange mavuto onse akuluakulu m'magulu atatu akuluakulu ndikuyang'anitsitsa aliyense wa iwo:

Kusamvana

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Kufotokozera kuchokera ku N+1.

Quantum state chinthu chofooka kwambiriqubits mumkhalidwe wokhazikika ndi wosakhazikika kwambiri, kukopa kulikonse kwakunja kumatha (ndipo kumatero) kuwononga kulumikizana uku. Kusintha kwa kutentha ndi gawo laling'ono kwambiri la digiri, kupanikizika, chithunzithunzi chowuluka chapafupi - zonsezi zimasokoneza dongosolo lathu.

Kuti athetse vutoli, sarcophagi yotsika kutentha imamangidwa, momwe kutentha (-273.14 madigiri Celsius) kumakhala pamwamba pa zero, ndikudzipatula kwakukulu kwa chipinda chamkati ndi purosesa kuchokera ku zochitika zonse (zotheka) za chilengedwe chakunja.

Nthawi yochuluka ya moyo wa quantum system ya ma qubits angapo omangidwa, pomwe imasungabe kuchuluka kwake ndipo imatha kugwiritsidwa ntchito kuwerengera, imatchedwa decoherence nthawi.

Pakalipano, nthawi yowonongeka muzothetsera zabwino kwambiri za quantum ili pa dongosolo la makumi ndi mazana a microseconds.

Pali zodabwitsa webusaitiyikumene mungathe kuyang'ana ma tebulo oyerekeza a magawo mwa machitidwe onse opangidwa ndi quantum. Nkhaniyi ili ndi mapurosesa awiri okha apamwamba monga zitsanzo - kuchokera ku IBM IBM Q System One ndi kuchokera Google Sycamore. Monga tikuonera, nthawi ya decoherence (T2) sichidutsa 200 ΞΌs.

Sindinapeze deta yeniyeni pa Sycamore, koma makamaka nkhani ya ukulu wa quantum manambala awiri amapatsidwa - Kuwerengera 1 miliyoni mumasekondi 200, m'malo ena - chifukwa Masekondi a 130 popanda kutayika kwa zizindikiro zowongolera, etc.. Mulimonsemo, izi zimatipatsa ife nthawi ya decoherence ndi pafupifupi 150 ΞΌs. Kumbukirani zathu woyesera ndi thumba? Chabwino, iye ali.

Dzina la Pakompyuta N Qubits Max wophatikizidwa T2 (Β΅s)
IBM Q System One 20 6 70
Google Sycamore 53 4 ~ 150-200

Kodi kusamvana kumatiwopseza chiyani?

Vuto lalikulu ndikuti pambuyo pa 150 ΞΌs, makina athu apakompyuta a N entangled qubits ayamba kutulutsa phokoso loyera lowoneka bwino m'malo mogawa njira zolondola.

Ndiye kuti, tikufuna:

  • Yambitsani dongosolo la qubit
  • Chitani mawerengedwe (unyolo wa ntchito pachipata)
  • Werengani zotsatira

Ndipo chitani zonsezi mu 150 microseconds. Ndinalibe nthawi - zotsatira zake zidasanduka dzungu.

Koma si zokhazo…

Zolakwika

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Monga tidanenera, quantum process ndi quantum computing ndizotheka mwachilengedwe, sitingakhale otsimikiza 100% pa chilichonse, koma ndi kuthekera kwina. Mkhalidwewo ukukulitsidwanso chifukwa chakuti quantum computing ndizovuta. Mitundu yayikulu ya zolakwika mu quantum computing ndi:

  • Zolakwa za decoherence zimayambitsidwa ndi zovuta za dongosolo ndi kugwirizana ndi chilengedwe chakunja
  • Zolakwika zowerengera pachipata (chifukwa cha kuchuluka kwa kuwerengera)
  • Zolakwika powerenga zomaliza (zotsatira)

Zolakwa zokhudzana ndi kusagwirizana, kuwonekera tikangomanga ma qubits athu ndikuyamba kuwerengera. Tikamangirira ma qubits, dongosololi limakhala lovuta kwambiri, ndipo ndikosavuta kuwononga. Sarcophagi yotsika kutentha, zipinda zotetezedwa, zidule zonse zaukadaulozi zimatsata ndendende kuchepetsa kuchuluka kwa zolakwika ndikukulitsa nthawi yolumikizana.

Zolakwika zowerengera zipata - Opaleshoni iliyonse (chipata) pa qubits imatha, ndikutheka, kutha ndi cholakwika, ndikukhazikitsa ma aligorivimu omwe tikufunika kuchita mazana a zipata, ndiye lingalirani zomwe timapeza kumapeto kwa kuphedwa kwa algorithm yathu. Yankho lachikale la funsoli ndilakuti "Kodi pali mwayi wotani wokumana ndi dinosaur mu elevator?" - 50x50, mwina mudzakumana kapena ayi.

Vutoli limakulitsidwanso chifukwa chakuti njira zowongolera zolakwika (kubwereza mawerengedwe ndi ma avareji) sizigwira ntchito padziko lonse lapansi chifukwa cha chiphunzitso cha no-cloning. Za kukonza zolakwika mu quantum computing idayenera kupangidwa quantum kukonza njira. Mwachidule, timatenga ma N qubits wamba ndikupanga 1 mwa iwo logic qubit ndi zolakwika zochepa.

Koma apa pali vuto lina - chiwerengero chonse cha qubits. Tawonani, tinene kuti tili ndi purosesa yokhala ndi ma qubits 100, omwe 80 qubits amagwiritsidwa ntchito pokonza zolakwika, ndiye kuti tatsala ndi 20 okha kuti tiwerenge.

Zolakwika powerenga zotsatira zomaliza - monga tikukumbukira, zotsatira za mawerengedwe a quantum zimaperekedwa kwa ife mu mawonekedwe mwayi wogawa mayankho. Koma kuwerenga mkhalidwe womaliza kungathenso kulephera ndi cholakwika.

Momwemonso malo Pali ma tebulo ofananiza a ma processor ndi milingo yolakwika. Poyerekeza, tiyeni titenge mapurosesa omwewo monga momwe tawonera kale - IBM IBM Q System One ΠΈ Google Sycamore:

kompyuta 1-Qubit Gate Kukhulupirika 2-Qubit Gate Kukhulupirika Readout Fidelity
IBM Q System One 99.96% 98.31% -
Google Sycamore 99.84% 99.38% 96.2%

ndi kukhulupirika ndi muyeso wa kufanana kwa zigawo ziwiri za quantum. Kukula kwa cholakwikacho kumatha kufotokozedwa ngati 1-Fidelity. Monga tikuonera, zolakwika pazipata za 2-qubit ndi zolakwika zowerengera ndizo chopinga chachikulu pakuchita ma algorithms ovuta komanso aatali pamakompyuta a quantum omwe alipo.

Mukhozanso kuwerenga njira kuyambira 2016 zaka kuchokera Mtengo wa magawo NQIT kuthetsa vuto la kukonza zolakwika.

Zomangamanga zama processor

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Mwachidziwitso timamanga ndikugwira ntchito mabwalo ambiri a qubits otsekedwa, m’chenicheni chirichonse chiri chovuta kwambiri. Zonse zomwe zilipo quantum chips (mapurosesa) amamangidwa m'njira yoti asamapweteke kumangika kwa qubit imodzi yokha ndi anansi ake, omwe palibe oposa asanu ndi limodzi.

Ngati tifunika kumangirira qubit 1, titi, ndi 12, ndiye kuti tiyenera kupanga unyolo wa ntchito zina za quantum, kuphatikiza ma qubits owonjezera, ndi zina zotero, zomwe zimawonjezera kuchuluka kwa zolakwika. Inde, ndipo musaiwale za nthawi ya decoherence, mwina mukamaliza kulumikiza ma qubits mu dera lomwe mukufuna, nthawi idzatha ndipo dera lonse lidzasanduka. zabwino zoyera phokoso jenereta.

Komanso musaiwale zimenezo Mapangidwe a ma processor onse a quantum ndi osiyana, ndipo pulogalamu yolembedwa mu emulator mu "malumikizidwe onse ndi onse" iyenera "kubwezeretsedwanso" muzomangamanga za chip china. Pali ngakhale mapulogalamu apadera a optimizer kuchita ntchito imeneyi.

Kulumikizana kwakukulu komanso kuchuluka kwa ma qubits pamatchipu apamwamba omwewo:

Dzina la Pakompyuta N Qubits Max wophatikizidwa T2 (Β΅s)
IBM Q System One 20 6 70
Google Sycamore 53 4 ~ 150-200

Ndipo, kufananiza, tebulo ndi deta kuchokera m'badwo wakale wa mapurosesa. Fananizani kuchuluka kwa ma qubits, nthawi yokhazikika komanso kuchuluka kwa zolakwika ndi zomwe tili nazo tsopano ndi m'badwo watsopano. Komabe, kupita patsogolo kumachedwa, koma kumayenda.

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Kotero:

  • Pakadali pano palibe zomanga zolumikizidwa kwathunthu ndi> 6 qubits
  • Kuti mulowetse qubit 0s pa purosesa yeniyeni, mwachitsanzo, qubit 15 ingafunike ntchito zingapo zowonjezera.
  • Zochita zambiri -> zolakwika zambiri -> kukopa kwakukulu kwa kusamvana

Zotsatira

(ku zomwe zili)

Decoherence ndi bedi la Procrustean la computing yamakono ya quantum. Tiyenera kugwirizanitsa chirichonse mu 150 ΞΌs:

  • Kukhazikitsidwa kwa chikhalidwe choyambirira cha qubits
  • Kuwerengera vuto pogwiritsa ntchito zipata za quantum
  • Konzani zolakwika kuti mupeze zotsatira zabwino
  • Werengani zotsatira zake

Mpaka pano zotsatira zake ndi zokhumudwitsa pomwe pano kudzinenera kukwaniritsa 0.5s coherence kusunga nthawi pa quantum kompyuta kutengera misampha ya ion:

Timayesa nthawi yolumikizana ndi qubit mopitilira 0.5 s, ndipo ndi chitetezo cha maginito tikuyembekeza kuti izi ziwongolere kukhala zazitali kuposa 1000 s.

Mutha kuwerenganso zaukadaulo uwu apa kapena, mwachitsanzo, apa.

Zinthu zimasokonekera chifukwa powerengera zovuta m'pofunika kugwiritsa ntchito mabwalo owongolera zolakwika za quantum, zomwe zimadyanso nthawi komanso ma qubits omwe amapezeka.

Ndipo potsiriza, zomanga zamakono sizimalola kukhazikitsa njira zotsekera bwino kuposa 1 mwa 4 kapena 1 mwa 6 pamtengo wotsika.

Njira zothetsera mavuto

(ku zomwe zili)

Pofuna kuthetsa mavuto omwe ali pamwambawa, njira ndi njira zotsatirazi zimagwiritsidwa ntchito panopa:

  • Kugwiritsa ntchito cryochambers ndi kutentha kochepa (10 mK (-273,14 Β° C))
  • Kugwiritsa ntchito ma processor mayunitsi omwe amatetezedwa kwambiri kuzinthu zakunja
  • Kugwiritsa Ntchito Quantum Error Correction Systems (Logic Qubit)
  • Kugwiritsa ntchito ma optimizers pokonza mabwalo a purosesa inayake

Kafukufuku akuchitidwanso kuti awonjezere nthawi yolumikizana, kufunafuna zatsopano (ndi kuwongolera zodziwika) zakuthupi zazinthu zamtundu, kukhathamiritsa mabwalo owongolera, ndi zina zambiri. Pali kupita patsogolo (yang'anani pamwambapa mawonekedwe a tchipisi akale ndi amakono apamwamba), koma mpaka pano akuchedwa, kwambiri, pang'onopang'ono.

D-Wave

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

D-Wave 2000Q 2000-qubit kompyuta. Gwero: Machitidwe a D-Wave

Pakati pa chilengezo cha Google chokwaniritsa kukula kwachulukidwe pogwiritsa ntchito purosesa ya 53-qubit, kompyuta ΠΈ zolengeza kuchokera ku kampani ya D-Wave, momwe chiwerengero cha qubits chiri mu zikwi, ndizosokoneza. Chabwino, ngati 53 qubits adatha kukwaniritsa kukula kwachulukidwe, ndiye kuti kompyuta yokhala ndi 2048 qubits ingathe kuchita chiyani? Koma si zonse zili bwino ...

Mwachidule (zotengedwa kuchokera ku wiki):

Makompyuta D-Wave gwirani ntchito pa mfundoyo kupumula kwa quantum (kuchuluka kwa quantum), imatha kuthana ndi zovuta zochepa kwambiri za kukhathamiritsa, ndipo sizoyenera kugwiritsa ntchito ma algorithms achikhalidwe komanso zipata za quantum.

Kuti mumve zambiri mutha kuwerenga, mwachitsanzo, apa, apa (kusamala, mwina osatsegula kuchokera ku Russia), kapena Scott Aaronson Π² nkhani kuchokera kwake positi blog. Mwa njira, ine kwambiri amalangiza kuwerenga blog wake ambiri, pali zinthu zambiri zabwino kumeneko

Kawirikawiri, kuyambira pachiyambi cha zolengeza, gulu la asayansi linali ndi mafunso okhudza makompyuta a D-Wave. Mwachitsanzo, mu 2014, IBM idakayikira kuti D-Wave amagwiritsa ntchito zotsatira za quantum. Zinafika poti mu 2015, Google, pamodzi ndi NASA, adagula imodzi mwa makompyuta awa ndipo atafufuza. anatsimikizira, kuti inde, kompyuta imagwira ntchito ndikuwerengera vuto mwachangu kuposa lokhazikika. Mutha kuwerenga zambiri za mawu a Google apa ndi, mwachitsanzo, apa.

Chachikulu ndichakuti makompyuta a D-Wave, okhala ndi mazana ndi masauzande a qubits, sangathe kugwiritsidwa ntchito kuwerengera ndikuyendetsa ma algorithms a quantum. Simungathe kuyendetsa algorithm ya Shor pa iwo, mwachitsanzo. Zomwe angachite ndikugwiritsa ntchito njira zina za quantum kuti athetse vuto linalake lokhathamiritsa. Titha kuwona kuti D-Wave ndi kuchuluka kwa ASIC pantchito inayake.

Pang'ono ndi kutsanzira kwa quantum kompyuta

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Quantum computing imatha kutsanzira pakompyuta wamba. Poyeneradi, yang'anani:

  • Mkhalidwe wa qubit ukhoza kukhala panopa nambala yovuta, yochokera ku 2x32 mpaka 2x64 bits (8-16 bytes) kutengera kapangidwe ka purosesa
  • Mkhalidwe wa N qubits wolumikizidwa ukhoza kuimiridwa ngati 2 ^ N nambala zovuta, i.e. 2^(3+N) ya zomangamanga za 32-bit ndi 2^(4+N) za 64-bit.
  • Kuchita kwachulukidwe pa N qubits kumatha kuyimiridwa ndi 2 ^ N x 2 ^ N matrix

Ndiye:

  • Kuti musunge maiko otsatiridwa a 10 qubits, 8 KB ndiyofunika
  • Kuti musunge zigawo za 20 qubits muyenera 8 MB
  • Kuti musunge zigawo za 30 qubits, 8 GB ndiyofunika
  • 40 Ma terabyte amafunikira kuti asunge zigawo za 8 qubits
  • Kusunga maiko a 50 qubits, 8 Petabytes amafunikira, ndi zina.

(NDI)

Poyerekeza, Msonkhano (Top-1 kuchokera ku Top-500) amanyamula 2.8 Petabytes okha kukumbukira.

Zolemba zamakono zoyerekeza - 49 qubit idaperekedwa chaka chatha ku kompyuta yayikulu kwambiri yaku China (Sunway Taihu Light)

Malire oyeserera makompyuta a quantum pamakina akale amatsimikiziridwa ndi kuchuluka kwa RAM komwe kumafunikira kusungirako ma qubits.

Ndikupangiranso kuwerenga ndemanga iyi. Kuchokera pamenepo:

Pogwira ntchito - kutsanzira kolondola kwa dera la 49-qubit lomwe lili ndi "mikombero" 39 (zigawo zodziyimira pawokha) zidatengera 2 ^ 63 kuchulukitsa kovuta - 4 Pflops ya supercomputer kwa maola 4

Kutengera makompyuta a 50+ qubit quantum pamakina akale kumawonedwa kuti ndi kosatheka munthawi yoyenera. Ichi ndichifukwa chake Google idagwiritsa ntchito purosesa ya 53-qubit pakuyesa kwake kwaukulu wa quantum.

Quantum computing supremacy.

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Wikipedia imatipatsa tanthauzo ili la kukula kwa quantum computing:

Quantum supremacy - luso quantum computing zida zothetsera mavuto omwe makompyuta akale sangathe kuthetsa.

M'malo mwake, kukwaniritsa ukulu wa kuchuluka kumatanthauza kuti, mwachitsanzo, kuphatikizika kwa ziwerengero zazikulu pogwiritsa ntchito algorithm ya Shor kumatha kuthetsedwa munthawi yokwanira, kapena mamolekyu ovuta amatha kutsatiridwa pamlingo wa quantum, ndi zina zotero. Ndiko kuti, nyengo yatsopano yafika.

Koma pali kusiyana kwina m'mawu a tanthauzo, ".zomwe makompyuta akale sangathe kuzithetsa" M'malo mwake, izi zikutanthauza kuti ngati mupanga quantum kompyuta ya 50+ qubits ndikuyendetsa dera la quantum, ndiye, monga tafotokozera pamwambapa, zotsatira za derali sizingatsanzire pakompyuta yokhazikika. Ndiko kuti kompyuta yachikale silingathe kukonzanso zotsatira za dera lotere.

Kaya zotsatira zotere zikupanga ukulu weniweni wa kuchuluka kapena ayi ndi funso lanzeru. Koma mvetsetsani zomwe Google idachita komanso zomwe zidachokera posachedwapa yalengeza kuti yapeza kukula kwachulukidwe ndi purosesa yake yatsopano ya Sycamore zofunika.

Google's Quantum Supremacy Statement

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi
Sycamore 54-qubit purosesa

Chifukwa chake, mu Okutobala 2019, opanga Google adasindikiza nkhani m'magazini yasayansi Nature "Ukulu wa Quantum pogwiritsa ntchito purosesa yosinthika kwambiri" Olembawo adalengeza kukwaniritsidwa kwa ukulu wa quantum kwa nthawi yoyamba m'mbiri pogwiritsa ntchito purosesa ya 54-qubit Sycamore.

Zolemba za Sycamore pa intaneti nthawi zambiri zimatanthawuza purosesa ya 54-qubit kapena purosesa ya 53-qubit. Chowonadi ndi chakuti malinga ndi nkhani yoyamba, purosesa imakhala ndi 54 qubits, koma imodzi mwa izo sikugwira ntchito ndipo yachotsedwa ntchito. Chifukwa chake, kwenikweni tili ndi purosesa ya 53-qubit.

Pa intaneti pomwepo adawonekera ambiri zida pamutuwu, kuchuluka kwake komwe kumasiyana wachangu mpaka wokayikira.

Gulu la IBM la quantum computing pambuyo pake linanena zimenezo Nkhani Zabodza za Google Kupeza Kupambana Kwambiri kwa Quantum. Kampaniyo imanena kuti kompyuta wamba idzathana ndi ntchitoyi pazovuta kwambiri m'masiku a 2,5, ndipo yankho lake lidzakhala lolondola kuposa la kompyuta ya quantum. Mawu awa adapangidwa kutengera zotsatira za kusanthula kwamalingaliro kwa njira zingapo zokometsera.

Ndipo, ndithudi, Scott Aaronson ake positi blog Sindinathe kunyalanyaza mawu awa. Ake kusanthula pamodzi ndi maulalo onse ndi Scott's Supreme Quantum Supremacy FAQ! monga mwachizolowezi, ndi oyenera kuthera nthawi yanu. Pa hub pali kumasulira FAQ iyi, ndipo onetsetsani kuti mwawerenga ndemangazo, pali maulalo azikalata zoyambira zomwe zidatsitsidwa pa intaneti chilengezo chovomerezeka chisanachitike.

Kodi Google idachita chiyani kwenikweni? Kuti mumve zambiri, werengani Aaronson, koma mwachidule apa:

Ndikhoza, ndithudi, kukuuzani, koma ndikumva ngati wopusa. Kuwerengera kuli motere: woyesera amapanga dera lachisawawa la C (ie, kutsatizana kwachisawawa kwa zipata za 1-qubit ndi 2-qubit pakati pa oyandikana nawo pafupi, ndi kuya kwa, mwachitsanzo, 20, kuchita pa 2D network ya n. = 50-60 qubits). Woyesayo amatumiza C ku kompyuta ya quantum, ndikuipempha kuti igwiritse ntchito C kumalo oyambirira a 0, kuyeza zotsatirazo mu {0,1} maziko, tumizani n-bit kutsata ndondomeko (chingwe), ndikubwereza zingapo. nthawi zikwi kapena mamiliyoni. Pomaliza, pogwiritsa ntchito chidziwitso chake cha C, woyesera amachita mayeso owerengera kuti awone ngati zotsatira zake zikufanana ndi zomwe zikuyembekezeka kuchokera pakompyuta ya quantum.

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Mwachidule kwambiri:

  • Kuzungulira kwachisawawa kwa kutalika kwa 20 kwa 53 qubits kumapangidwa pogwiritsa ntchito zipata
  • Dera limayamba ndi gawo loyamba [0…0] kuti aphedwe
  • Kutulutsa kwa dera ndi chingwe chaching'ono (chitsanzo)
  • Kugawidwa kwa zotsatira sikungochitika mwachisawawa (kusokoneza)
  • Kugawidwa kwa zitsanzo zopezedwa kumafananizidwa ndi zomwe zikuyembekezeredwa
  • Kumaliza kwa Quantum Supremacy

Ndiko kuti, Google idakhazikitsa vuto lakupanga pa purosesa ya 53-qubit, ndikukhazikitsa zonena zake zokwaniritsa ukulu wake chifukwa ndizosatheka kutsanzira purosesa yotere pamakina okhazikika munthawi yoyenera.

Kuti mumvetse - Gawoli silichepetsa kupindula kwa Google mwanjira iliyonse, mainjiniya ndiabwino kwambiri, ndipo funso loti ngati izi zitha kuonedwa kuti ndi zapamwamba zenizeni kapena ayi, monga tafotokozera kale, ndi nzeru zambiri kuposa uinjiniya. Koma tiyenera kumvetsetsa kuti popeza takwanitsa kuphatikizika koteroko, sitinapite patsogolo sitepe imodzi kutha kuyendetsa ma algorithm a Shor pa manambala a 2048-bit.

Chidule

(ku zomwe zili)
Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Makompyuta a Quantum ndi quantum computing ndi malo odalirika kwambiri, aang'ono kwambiri komanso malo ochepa omwe amagwiritsidwa ntchito pamakampani azidziwitso.

Kukula kwa quantum computing kudzatilola (tsiku lina) kuthetsa mavuto:

  • Kutengera machitidwe ovuta akuthupi pamlingo wa quantum
  • Zosasinthika pamakompyuta wamba chifukwa chazovuta zamakompyuta

Mavuto akulu pakupanga ndikugwiritsa ntchito makompyuta a quantum:

  • Kusamvana
  • Zolakwika (kusagwirizana ndi zipata)
  • Zomangamanga zama processor (zolumikizana kwathunthu za qubit)

Zomwe zikuchitika pano:

  • Ndipotu - chiyambi R & D.
  • Palibe kugwiritsidwa ntchito kwenikweni pazamalonda (ndipo sizikudziwika kuti kudzakhala liti)

Zomwe zingathandize:

  • Kupezeka kwamtundu wina komwe kumachepetsa mtengo wama waya ndi ma processor opangira
  • Kupeza chinthu chomwe chingawonjezere nthawi yolumikizana ndi dongosolo la kukula ndi / kapena kuchepetsa zolakwika

M'malingaliro anga (malingaliro anga enieni), Pachidziwitso chamakono cha sayansi, sitidzapindula kwambiri pakupanga matekinoloje a quantum., apa tikufunika kutsogola kwabwino m'gawo lina la sayansi yofunikira kapena yogwiritsidwa ntchito, yomwe ingalimbikitse malingaliro ndi njira zatsopano.

Pakadali pano, tikupeza chidziwitso pakupanga ma quantum, kusonkhanitsa ndikupanga ma algorithms a quantum, malingaliro oyesa, ndi zina, ndi zina. Tikuyembekezera kutulukira.

Pomaliza

(ku zomwe zili)

M'nkhaniyi, tinadutsa zochitika zazikulu pakupanga makompyuta a quantum ndi makompyuta a quantum, tinayang'ana mfundo ya ntchito yawo, tinayang'ana mavuto akuluakulu omwe amisiri amakumana nawo pakupanga ndi kugwiritsa ntchito ma processor a quantum, komanso kuyang'ana zomwe multi-qubit Makompyuta a D alidi. Wave ndi chilengezo chaposachedwa cha Google chokwaniritsa ukulu wa kuchuluka.

Kumanzere kwazithunzi ndi mafunso a makompyuta a pulogalamu ya quantum (zilankhulo, njira, njira, ndi zina zotero) ndi mafunso okhudzana ndi kukhazikitsidwa kwakuthupi kwa mapurosesa, momwe ma qubits amayendetsedwa, kulumikizidwa, kuwerenga, ndi zina zotero. Mwina uwu udzakhala mutu wa nkhani yotsatira kapena nkhani.

Zikomo chifukwa cha chidwi chanu, ndikuyembekeza kuti nkhaniyi idzakhala yothandiza kwa wina.

(NDI) Kruegger

Zothokoza

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

@Oxoron kuti muΕ΅erengere ndi kuyankhapo pa zimene zachokera, komanso za nkhaniyo "Makhalidwe a makompyuta a quantum"

@a5b kuti mudziwe zambiri za ndemanga "Makhalidwe a makompyuta a quantum", ndipo osati kwa iye yekha, zomwe zinandithandiza kwambiri kuti ndizindikire vutoli.

Kwa onse olemba zolemba ndi zofalitsa zomwe zida zawo zidagwiritsidwa ntchito polemba nkhaniyi.

Mndandanda wazinthu

(ku zomwe zili)

Momwe makompyuta a quantum amagwirira ntchito. Kuyika chododometsa pamodzi

Nkhani Zomwe Zachitika Panopa kuchokera ku [National Academies Press]

http://cs.brown.edu/courses/csci1800/sources/2018_NAE_QuantumComputing_ProgressAndProspects.pdf
https://www.nap.edu/catalog/25196/quantum-computing-progress-and-prospects

Zolemba zochokera ku Habr (mwachisawawa)

https://habr.com/ru/post/458450/
https://habr.com/ru/post/401315/
https://habr.com/ru/post/458134/
https://habr.com/ru/post/246483/
https://habr.com/ru/post/95428/
https://habr.com/ru/post/387761/
https://habr.com/ru/post/468911/
https://habr.com/ru/post/435560/
https://habr.com/ru/post/316810/
https://habr.com/ru/company/microsoft/blog/351624/
https://habr.com/ru/company/microsoft/blog/351628/
https://habr.com/ru/company/ua-hosting/blog/377533/
https://habr.com/ru/company/acronis/blog/455559/
https://habr.com/ru/company/yandex/blog/332106/
https://habr.com/ru/company/mailru/blog/350208/
https://habr.com/ru/company/mailru/blog/476444/
https://habr.com/ru/company/misis/blog/470445/
https://habr.com/ru/company/it-grad/blog/452424/
https://habr.com/ru/company/piter/blog/450480/

Zolemba zosasankhidwa (koma zosachepera) zochokera pa intaneti

http://homepages.spa.umn.edu/~duplij/publications/Duplij-Shapoval_TOPOLOGICAL-QUANTUM-COMPUTERS.pdf
https://quantum.country/qcvc
http://extremal-mechanics.org/wp-content/uploads/2015/07/RIFFEL.pdf
https://thecode.media/quantum/
https://naked-science.ru/article/nakedscience/quantum-computers
https://ru.ihodl.com/technologies/2018-10-29/prosto-o-slozhnom-kak-rabotaet-kvantovyj-kompyuter/
https://pikabu.ru/story/chto_takoe_kvantovyiy_kompyuter_5204054
https://nplus1.ru/search?q=%D0%9A%D0%B2%D0%B0%D0%BD%D1%82%D0%BE%D0%B2%D0%B0%D1%8F+%D0%B0%D0%B7%D0%B1%D1%83%D0%BA%D0%B0
https://www.scottaaronson.com/blog/?p=4372
https://ru.wikipedia.org/wiki/%D0%9A%D0%B2%D0%B0%D0%BD%D1%82%D0%BE%D0%B2%D1%8B%D0%B9_%D0%BA%D0%BE%D0%BC%D0%BF%D1%8C%D1%8E%D1%82%D0%B5%D1%80
https://quantumcomputingreport.com/scorecards/qubit-quality/
https://quantumcomputing.stackexchange.com/questions/2499/is-quantum-computing-just-pie-in-the-sky
https://quantumcomputing.stackexchange.com/questions/1289/how-does-a-quantum-computer-do-basic-math-at-the-hardware-level
https://www.extremetech.com/extreme/284306-how-quantum-computing-works
https://techno.nv.ua/it-industry/chto-takoe-kvantovyy-kompyuter-i-kvantovoe-prevoshodstvo-google-protiv-ibm-50049940.html
https://www.nature.com/articles/s41586-019-1666-5?utm_source=commission_junction&utm_medium=affiliate
https://petrimazepa.com/nemnogo_o_kvantovykh_kompyuterakh
https://www.forbes.ru/tehnologii/371669-ibm-protiv-d-wave-nastupila-li-era-kvantovyh-kompyuterov

Maphunziro ndi maphunziro

https://www.coursera.org/learn/kvantovyye-vychisleniya
https://www.youtube.com/watch?v=uPw9nkJAwDY&amp=&index=4&amp=&t=0s
https://courses.edx.org/courses/BerkeleyX/CS191x/2013_Spring/course/#
https://www.youtube.com/watch?v=xLfFWXUNJ_I&list=PLnbH8YQPwKbnofSQkZE05PKzPXzbDCVXv
https://cs269q.stanford.edu/syllabus.html
https://quantum-computing.ibm.com/support/guides/user-guide?section=5dcb2b45330e880045abccb0
https://gitlab.com/qkitchen/basics-of-quantum-computing

Source: www.habr.com

Kuwonjezera ndemanga