Tanarit n rulit · Tanarit · Asatal · 7 tsd

Iselkimen n rulit

Amek i yettaktazal uselkim takurt, anwa i yebnan imezwura, d acḥal n telqayt i yesra.

Tiririt tawezlant

Aselkim n rulit yettaktazal takurt d uqerru deg tsinin timezwura n tuzzya u yessemmay amur n uḍebsi anda ilaq ad teɣli tkurt. Edward Thorp d Claude Shannon bnan amezwaru deg 1961, u Eudaemons bnan iselkimen umḍinen seg 1976. Tarrayt tesra rrhun yettwaqeblen deffir uḍeqqer: istudyuten srid tura mdlen rrhun deg uḍeqqer, u Nevada tegdel ibenkan am wigi seg 1985.

yettwabna d amezwaru
1961, Thorp d Shannon
ayen i yettaktazal
akud n tkurt d uqerru
ur yenfiɛ ara sennig n tuccḍa n
azal n 17 n texxamin
yettwagdel deg Nevada
seg 1985

Amek i yettwabna unagraw amezwaru n uselkim n rulit

Tikti tusa-d ɣer Edward Thorp deg tefsut n 1955, mi yella d anelmad n tfizikt deg UCLA: aḍebsi yettwaxedmen akken iwata armi ur yesɛi ara amyal ilaq ad yessezzi takurtibenkanTakurtTakurt tamecṭuḥt i yettwaḍeqqren deg ubrid mgal aqerru yettezzin. Tikurin n tura d ivorine neɣ d Teflon, 18–21 mm.Ɣer akk → s wudem yettwassnen uqbel am yiwet n tmeẓla. Yesuddem aḍebsi n uzgen n teɣzi ur nesqam ara s tmrilt n usiḍen deg tugna, u yufa-t ur yemṣada ara akken ad yettwassen uqbel, u tikli ɣer Nevada deg Dujembeṛ 1958 tesken-as belli iḍebsiyen n lkazinu ttezzin s lemṣada, war amuddu. Syin blackjack yeṭṭef amkan. Deg Nunembeṛ 1960, deg MIT, yessuter i Claude Shannon ad yazen amagrad-is ɣef usiḍen n tkarḍiwin i National Academy of Sciences; deg taggara n umyager Shannon yesteqsa-t ɣef wayen nniḍen ɣef i yettxeddem, u asenfar n rulit yuɣal ɣer tzeqqa n ddaw n wexxam n Shannon. Uɣen aḍebsi alugan seg Reno s $1 500, sersen-t ɣef ṭṭabla taqdimt n bilyaṛ n uẓru, u ktazlen takurt s tafat n strobe d tamrilt yettɣaran ar timiḍi n tsint. S usileɣ, tuccḍiwin-nsen deg uktazal nqent seg wazal n 0,03 ɣer 0,01 n tsint. Deg Yunyu 1961, aselkim yesɛa tnac n yitransistuṛen u tiddi-s am tbwaṭ n cigaṛu: taqeffalt deg usebbaḍ, yettwaxdam s uḍad ameqqran n uḍar, tettaktazal aqerru yettezzinibenkanAqerru yettezzin (rotor)Aḥric n uḍebsi yettezzin i yeṭṭfen tixxamin.Ɣer akk → d tkurt, u taɣect deg yiwet n tmeẓẓuɣt tessemmay yiwet seg tam n tgezminaḍebsiTagzemtAḥric n texxamin yemmeḍfaren ɣef uḍebsi, mačči d tagrumma ɣef tfelwit.Ɣer akk → n uḍebsi. Deg Las Vegas deg unebdu-nni, Shannon yettaktazal ɣer uḍebsi u yettaru uṭṭunen am yal amurar n unagraw, mi ara yettrehhen Thorp s yiṣurdiyen imecṭaḥ deg taggara n ṭṭabla. Tussna uqbel teṭṭef, maca ifilen irqaqen am wazar ɣer umeslaw ttrẓen yal tikkelt, u yiwet n tikkelt tameṭṭut yellan rrif n Thorp temmuqel s tugdi ɣer umeslaw i d-yeffɣen seg tmeẓẓuɣt-is. Werǧin rehnen s tidet. Thorp yesbeggen anagraw n uselkim n rulit deg 1966 u yessuffeɣ talqayt deg 1979 d 1984.

Aḍebsi alugan ɣef ṭṭabla n bilyaṛ n uẓru deg tzeqqa n ddaw n wexxam n Shannon, ddaw tafat n strobe.

Iselkimen umḍinen imezwura

Tamacint n Thorp d Shannon d tanalugit: tazagant-is d ahil-is, u abeddel n tarrayt yebɣa ad ttwabeddlen yifilen. Amikruproseṣur yekkes talast-a. Alan Lewis, anelmad deg Caltech, yewwi aselkim umḍin i yebna s yiman-is deg tbwaṭ n tkamiṛat ɣer Circus Circus deg Las Vegas deg 1972, yettaktazal iḍebsiyen seg ubalkun sennig n ṭṭablat u yettazen ayen yettwasiḍen uqbel s tradyut i umeddakel-is ddaw. Yedda, u ur d-yewwi idrimen; yeẓra deffir akken belli yeǧǧa akennu n uḍebsi. Seg 1976, tagrumma n yinelmaden n tfizikt deg Santa Cruz, Eudaemons, xedmen axeddim s telqayt. Uɣen aḍebsi n lkazinu, ktazlen takurt, aqerru, akennu d uneggez, u uran tigdaliwin s semmus n yiɣewwaren i yesseggam umurar i yal aḍebsi s usiti ɣef tqeffalin n uḍad azal n ɛecrin n tesdatin send ad yerhen. Aselkim-nsen yessemmay yiwet seg tam n tgezmin deg kra n tsinin seg tazwara n tuzzya. Ɣef ṭṭabla n tidet deg Yennayer 1978 yefka-d lmaziyya i ḥesben 25%; ibenkan, yettwaqqnen ɣer tfekka syin ttwabnan deg yisebbaḍen, ccḍen ugar aṭas n tfizikt (walit Eudaemons).

Alan Lewis yettaktazal iḍebsiyen seg ubalkun u yettazen ayen yettwasiḍen uqbel s tradyut i umeddakel-is ddaw.

Acuɣer rrhun deffir wakud sɛan azal

Lkazinu tezmer ad teḥbes tifin uqbel meṛṛa ma tegdel rrhun mi ara tettwaḍeqqer tkurt. Thorp yufa belli ttaqrib ula d yiwet ur txeddem aya: deg Reno, Las Vegas, London, Monte Carlo, Nice, Venice d Puerto Rico, lɛada d asiwel n «ulac rrhun nniḍentikliUlac rrhun nniḍenAsiwel n ukrupi (neɣ tazmilt ɣef ugdil) i yemdelen rrhun. Ijiṭunen ur zmiren ad ttwasersen, ad mbiwlen neɣ ad ttwakksen.Ɣer akk →» yiwet neɣ snat n tuzzyiwin send ad teɣli tkurt. Akud-a d ayen i yesra yal anagraw n tifin uqbel seg wass-nni, seg Eudaemons ar yisawalen deffir wakud n terbaɛt n Ritz ɣef racetrackṭṭablaRacetrackAɣerdu aqerqur ɣef tfelwiyin srid d tid n tmacinin i d-yesskanen uṭṭunen s umyizwer n uḍebsi, yettwasqedcen i users n rrhun n lǧiran d tegzemt s yiwen usiti.Ɣer akk →. Nevada tegdel ibenkan n tifin uqbel deg Mayyu 1985, u istudyuten srid tura mdlen rrhun deg uḍeqqer.

Amek i mmegrent lkazinu

Deg yiseggasen anda rrhun mazal ttwaqeblen deffir uḍeqqer, lkazinu mmegrent imuraren yesɛan ccekk s ukrupi. Tiqsiḍin ɣef yimuraren n unagraw n Norman Leigh deg Nice deg 1966 d tirbaɛ n tifin uqbel d-yusan deffir-s glament akrupiimdanenAkrupiBab n ṭṭabla n rulit, i yettsellifen urar.Ɣer akk → amaynut yal tuzzya, takurt tettwabeddel, tuzzyiwin tiwezlanin neɣ tizrib, ṭṭabla teččur s yemdanen n lkazinu, u taggara ṭṭabla tettwamdel. Tiqsiḍin-a d-kkant-d seg tama n yimuraren u weɛrent i usenqed (Goldman, 2007). Tiḥila-nni sɛant lmeɛna ɣas akken: tuzzya tawezlant neɣ tazrit ur tezmir ara ad tawi takurt s lebɣi ɣer texxamtibenkanTaxxamtYiwet seg 37 n texxamin s wuṭṭunen ɣef uqerru yettezzin. Daɣen: slot, cup.Ɣer akk →, maca tessexlaḍ akud i yettaktazal uselkim n tifin uqbel.

Akrupi amaynut, takurt tettwabeddel, d ṭṭabla teččur s yemdanen n lkazinu.

Yezmer ukrupi ad d-yessuffeɣ uṭṭun i yebɣa? Lexrafa

Acḥal ilaq ad telhu tifin uqbel

Thorp (1984) yessuffeɣ azal n tifin uqbel mi ara tuccḍa-s tḍeffer taznagt n uqelwac: deg tuzzya tamagnut, taxxamt i yettwaṛǧan tbeɛɛed s σ n texxamin ɣer yiwet n tama neɣ ɣer tayeḍ. Rhent ɣef wuṭṭun i yettwaṛǧan iman-is, neɣ fell-as d sin n lǧiranrrehnLǧiranYiwen wuṭṭun d snat n texxamin ɣef yal tama-s ɣef uḍebsi, semmus n yijiṭunen ɣef yiwen wuṭṭun.Ɣer akk → ɣef yal tama, u lmaziyya teqqen ɣer σ kan. Tussna uqbel tummidt ad terbeḥ yal rrehn ɣef yiwen wuṭṭunrrehnYiwen wuṭṭunYiwen wuṭṭun kan, ixelleṣ 35:1.Ɣer akk →. S σ = 10 n texxamin, talqayt i wwḍen Thorp d Shannon, rrehn ɣef yiwen wuṭṭun yettarra-d azal n +44%, azal i d-yefka Thorp i yibenk-nsen; aḥkay-is n 1998 yerra-t ɣef umur wis tam n uḍebsi yettwafernen ugar. Lmaziyya tettenqis s tazrit mi ara tali tuccḍa u truḥ ɣer 17 n texxamin ɣef uḍebsi awrupi d 16 ɣef umarikani, mi ara yecceḍ usiḍen qrib s uzgen n uḍebsi. Asiḍen n tuccḍiwin n Thorp s yiman-is yesskan acuɣer talast-a tqerreb: tuccḍiwin yemgaraden n 1,4 d 5,5 n texxamin seg uktazal n uqerru d tkurt, 7 seg uɣelli n tkurt ɣef yimsenfalenibenkanAmsenfalYiwen seg yiɣunab n wuzzal ɣef tama yeknan i yesseḍrayen takurt mi ara teɣli. Daɣen: canoe, diamond, pin.Ɣer akk → d 6 seg uneggez deg texxamin sdukklen ɣer wazal n 10,8.

tuccḍa tamagnut σ, tixxaminyiwen wuṭṭunsemmus n lǧiran
0+3 500%+620%
2+611%+468%
4+258%+237%
6+139%+133%
8+79%+77%
10+44%+42%
12+22%+21%
14+8,8%+8,5%
16+2,2%+2,0%
17+0,3%+0,2%
18−0,9%−0,9%
20−2,1%−2,1%
ulac tifin uqbel−2,70%−2,70%
Asiḍen-nneɣ amaynut i uḍebsi n 37 n texxamin n tfelwit n Thorp i 38 n texxamin: tuccḍa d tamagnut, tezzi i uḍebsi, u taxxamt d aferdis n tehri.

Asizzer

Isteqsiyen

Zemreɣ ad bnuɣ aselkim n tifin uqbel i ṭṭablat RNG?

Ala. Ulac takurt. Uṭṭun yettwafren s useɣzan send asmussu.

Ma d ṭṭablat srid s uḍeqqer i d-yettbanen d umdal deffir wakud?

Ad ilint ur ṭṭifent ara zdat uktazal, d ayen i yettaǧǧan ula d yiwet ur tetteddu akka.

Urar s tusnakt

Ɛerḍet-tent s yiman-nwen qbel. Yal tifrat tettwaffer; ldit-tt mi ara tilim twejdem.

  1. Rrehn s wawal ɣef lǧiranrrehnLǧiranYiwen wuṭṭun d snat n texxamin ɣef yal tama-s ɣef uḍebsi, semmus n yijiṭunen ɣef yiwen wuṭṭun.Ɣer akk → yessers yiwen ujiṭunidrimenAjiṭunTamatart i d-yemmalen azal yettwasbedden, yettwasersen ɣef tfelwit akken ad yili rrehn. Daɣen: check.Ɣer akk → ɣef wuṭṭun d snat n texxaminibenkanTaxxamtYiwet seg 37 n texxamin s wuṭṭunen ɣef uqerru yettezzin. Daɣen: slot, cup.Ɣer akk → ɣef yal tama-s ɣef uḍebsi: semmus n yijiṭunen. Acḥal n tikkal ilaq ad teṣḥeḥ tifin uqbel deg semmus-nni n texxamin akken ur yettrebḥ ur yettexsar, d acu i yettawi ma tṣeḥḥa yiwet n tikkelt deg semmus?

    Sken-d tifrat

    Tiririt Ur yettrebḥ ur yettexsar ɣer 5 deg 36, 13,9%, mgal 13,5% s zzher kan. Ma tṣeḥḥa yiwet n tikkelt deg semmus, yerra-d 44% ugar n wayen yettwarehnen.

    Ma yeffeɣ-d rrehn s wawal, yiwen ujiṭun yerbeḥ 35 ɣef 1 u yuɣal-d s rrbeḥ-is, 36 n yijiṭunen, u ukkuẓ nniḍen xesren. Ihi tuɣli terra-d 36 i 5 yettwarehnen, u rrehn s wawal ur yettrebḥ ur yettexsar ma yeffeɣ-d 5 n tikkal deg 36, 13,9%. S zzher yeffeɣ 5 n tikkal deg 37, 13,5%. Amgired-a amecṭuḥ, ddaw n wezgen n tenqiḍt, d ansi d-tekka 2,70% meṛṛa.

    S yiwet n tuɣli deg semmus, 0,2 × 36 = 7,2 n yijiṭunen ttuɣalen-d i yal 5 yettwarehnen, +44%. S yiwet deg ukkuẓ, +80%.

    D ayagi i yerran asali amecṭuḥ deg tseddi yesɛa azal meqqren, d acuɣer lkazinu ttemdalent rrhun s wawalṭṭablaRrehn s wawalRrehn i yettwanan i ukrupi deg wadeg ad yettwasers s ufus, s umata d rrehn ɣef tegzemt n uḍebsi am voisins neɣ tiers. Daɣen «announced bet».Ɣer akk → zik s rrhun imeqqranen: amgired-a amecṭuḥ d lmaziyya meṛṛa n lkazinu. Imuraren n Ritz n 2004, akken qqaren, rehnen akka.

  2. Thorp yura-d ukkuẓ n tuccḍiwin timanayin deg tifin-is zik, s texxamin: 1,4 seg uktazal n wakud n uqerru yettezzinibenkanAqerru yettezzin (rotor)Aḥric n uḍebsi yettezzin i yeṭṭfen tixxamin.Ɣer akk →, 5,5 seg uktazal n wakud n tkurtibenkanTakurtTakurt tamecṭuḥt i yettwaḍeqqren deg ubrid mgal aqerru yettezzin. Tikurin n tura d ivorine neɣ d Teflon, 18–21 mm.Ɣer akk →, 7 seg uɣelluy n tkurt ɣef yimsenfalenibenkanAmsenfalYiwen seg yiɣunab n wuzzal ɣef tama yeknan i yesseḍrayen takurt mi ara teɣli. Daɣen: canoe, diamond, pin.Ɣer akk → d 6 seg tunṭiḍt deg texxamin. Acḥal i d amatu, d acḥal i rennunt snat n tuccḍiwin n wakud?

    Sken-d tifrat

    Tiririt Qrib 10,8 n texxamin s umata. War tuccḍiwin n wakud yili d 9,2, ihi snat n tuccḍiwin n wakud rennunt 1,6 kan.

    Tuccḍiwin timanayin ur ttemrennunt ara srid; d imkuẓen-nsent i yettemrennun. Tiddi tamagnut n umatu d aẓar amkuẓ n umatu n yimkuẓen: 1,4² + 5,5² + 7² + 6² = 1,96 + 30,25 + 49 + 36 = 117,2, u √117,2 ≈ 10,8.

    War snat n tuccḍiwin n wakud: √(49 + 36) = √85 ≈ 9,2.

    Amatu n 10,8 n texxamin yella daxel n talast n 17 n texxamin deg tfelwit n usebter-a u yesɛa azal n qrib +34% ɣef yiwen wuṭṭun. Tamsirt i d-yessufeɣ Thorp: mi ara yili uɣelluy ɣef yimsenfalen d tuccḍa tameqqrant akk, aktazal yelhan n wakud ur d-yettawi ara aṭas.

Taḍsa i usgunfu

Tafizikt tetteddu. Akud n rrhun yemdel.

Tafizikt tetteddu. Akud n rrhun yemdel.

Iɣbula

  1. Thorp, E. O. “Optimal gambling systems for favorable games.” Review of the International Statistical Institute 37(3), 1969.
  2. Thorp, E. O. The Mathematics of Gambling. Gambling Times / Lyle Stuart, 1984.
  3. Thorp, E. O. “The invention of the first wearable computer.” Second International Symposium on Wearable Computers, IEEE, 1998.
  4. Bass, T. A. The Eudaemonic Pie. Houghton Mifflin, 1985.
  5. Small, M. & Tse, C. K. “Predicting the outcome of roulette.” Chaos 22(3), 2012.
  6. Goldman, N. Great Gambling Scams. John Blake, 2007.
  7. Nevada Revised Statutes, ixef 465. Tigezmi 465.075, aseqdec n yibenk i tifin uqbel n ugmuḍ n wurar (1985).
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