Rapanga: Te Tepe Tēpu
He Martingale $10 i te tēpu $500. E hia te auau o tōna pakaru, e hia te ngaronga ina pakaru, ā, ka āwhina rānei te hiki i te tepe?

E ono ngā hinga karapīpiti ka pakaru: 1.8% mō ia huringa, tata ki te 60% o ngā wā tākaro hurihanga 100. Ko te utu o te pakarutanga he $630. Mā te hiki i te tepe ki te $5,000 ka onge ake te pakarutanga (0.25% mō ia huringa), ka nui ake hoki ($5,110). Ko te ngaronga tūmanako mō ia tāra ka petihia he 2.70% i ia tepe.
Te rapanga
Ka petihia e tētahi kaitākaro te $10 ki te wheropetiWheroHe peti utu ōrite ki ngā tau whero e 18. Wīwī: rouge.Pānuitia katoatia →, ā, ka rearuatia i muri i ia hinga, ka tīmata anō i muri i te toa. Ko te tepe nui o te tēpu ko te $500. (a) E hia ngā hinga karapīpiti ka pakaru te kaunekerautakiKaunekeIa ture e huri ana i te moni peti i runga i ngā hua o mua. Ka whakapiki ngā kauneke whakarunga i te hinga i muri i ngā hinga, ko ngā kauneke whakarunga i te toa i muri i ngā toa.Pānuitia katoatia →? (b) He aha te tūponotangapāngarauTūponotangaTe tūpono o tētahi putanga, mai i te 0 ki te 1, mai i te 0% ki te 100% rānei. Tau kotahi: 1/37 = 2.70%.Pānuitia katoatia → mō ia huringa? (c) He aha te mea ka ngaro ina pakaru? (d) Ka pēhea te huri a te tepe $5,000 i ngā whakautu? (e) Ka whai huamoni rānei te pūnaha i tētahi tepe?
Ngā otinga (a)–(c)
Ngā moni peti: 10, 20, 40, 80, 160, 320. Ko te tuawhitu ko te 640 > 500, nō reira ka pakaru i ngā hinga e ono. (b) p(hinga) = 19/37 i te whero; (19/37)⁶ = 0.0183, tata ki te 1.8% mō ia huringa. E rua hurihanga tata nei te roa o te huringa i te toharite, nō reira tata ki te 50 ngā huringa i te wā tākaro hurihanga 100, ā, p(kotahi pakarutanga, neke atu rānei) ≈ 1 − 0.9817⁵⁰ ≈ 60%. (c) 10 + 20 + 40 + 80 + 160 + 320 = $630, arā, ngā waemoniWaeTe moni peti taketake e mahi ai tētahi pūnaha, tētahi kaitākaro rānei. Ka whakaahuatia ngā kauneke ki ngā wae kia hāngai ai ki ia tēpu.Pānuitia katoatia → pūtake e 63, ki te $10 e whai ana te huringa kia toa.
Otinga (d)
I te $5,000: ka whakaaetia ngā moni peti tae noa ki te 2,560; ka whakakāhoretia te moni peti tuatekau, 5,120. Ka pakaru i ngā hinga e iwa: (19/37)⁹ ≈ 0.25% mō ia huringa, tata ki te 11% o ngā wā tākaro hurihanga 100. Te ngaronga ina pakaru: 10 + 20 + … + 2,560 = $5,110. Kua hokona e te kaitākaro tētahi aituā onge ake, ko tōna utu he aituā nui ake. I ngā wā tākaro maha, ko te utu tūmanako o ngā pakarutanga ko te p × ngaronga ≈ 0.0183 × 630 = $11.5 mō ia huringa i te tepe $500, ā, 0.0025 × 5,110 = $12.8 i te $5,000; he tata ēnei e rua, engari ehara i te ōrite, ā, ko ia mea te ngaronga tūmanakopāngarauNgaronga tūmanakoTe uara tūmanako whakareatia ki te tapeke o te moni kua petihia; te moni toharite ka ngaro i roto i te wā tākaro, i tētahi wā rānei.Pānuitia katoatia → o te huringa me te $10 ka riro i ngā huringa toa.
Otinga (e)
Kāo. Ngaronga tūmanako mō ia huringa = (te moni peti katoa tūmanako i te huringa) / 37, i ia tepe, nā te mea ko ia peti he −1/37 o tōna ake rahi. Mā te tepe anake e whakatau te tohatoha o te ngaronga i waenga i ngā toa iti maha me ngā ngaronga nui tokoiti. Ki te kore he tepe, ā, he pūtea tākaromoniPūtea tākaroTe katoa o te moni kua wehea mō te tākaro. Ko te whakahaere pūtea tākaro te whakatau i te nui e tūraru ai i ia peti, i ia wā tākaro.Pānuitia katoatia → mutunga kore, ka “whai hua” te kauneke, i te tikanga kāore rawa e pakaru, ā, ka peti hoki i tētahi moni kore tepe me te ngaronga tūmanako 2.70% o taua moni kore tepe. Ehara te tepe tēputēpuTepe tēpuTe peti iti rawa me te peti nui rawa ka whakaaetia. Ko te tepe nui te mea e aukati ana i ngā kauneke whakarua.Pānuitia katoatia → i te mea e aukati ana i te MartingalerautakiMartingaleHe kauneke e whakarua ana i te peti i muri i ia hinga. Tirohia te wāhanga Rautaki mō ōna mahi me ngā mea kāore e mahia e ia.Pānuitia katoatia → kia whai hua. Ko te tātai kē.
E rua ngā tēpu tūturu
Ko te tauira a Thorp he tēpu $1 me te tepe nui $1,000, e tūmanako ana te kaitākaro kia toa i te $30 mō te kai o te pō, kotahi tāra i ia wā. Ka whakaaetia e ngā moni peti 1, 2, 4 … 512 ngā peti tekau, nō reira ka pakaru te kauneke i ngā hinga karapīpiti tekau: kotahi i ngā huringa 785 i te wīra Ūropi (kotahi i te 613 i te wīra Amerika), ko te utu $1,023. Ka angitu katoa ngā huringa toru tekau i te 96.2% o te wā. Ko te 3.8% atu ka ngaro tata ki te $1,000, ā, ko te hua toharite o te pō ko te −$9.17, arā, ko te 1/37 tonu o te $339 ka petihia e ngā huringa toru tekau i te toharite. Kāore he rerekētanga o te tēpu $5 me te tepe nui $2,000: ka whakaaetia e ngā moni peti tae noa ki te $1,280 ngā peti e iwa, ā, ka puta te pakarutanga kotahi i ngā huringa 403 i te wīra Ūropi (kotahi i te 323 i te wīra Amerika), ko te utu $2,555.

He kaitākaro whai rawa
Hoatu ki te kauneke tētahi pūtea tākaro hōhonu, kaua he tepe iti: ngā wae 1,000, he pūtake kotahi wae me ngā hurihanga 1,000 i te whero, ka tīmata anō i te wae kotahi ina nui ake te rearuatanga e whai ake ana i te toenga. I whaihangatia e mātou kotahi miriona o ēnei pō. I te wīra Ūropi, ka mutu te 52% ki mua, ka ngaro katoa i te 21%, ā, ko te hua toharite ko te −124 wae. Ahakoa i tētahi kēmu kāore he korewīraKoreTe kōhao kākāriki kotahi kāore e kapia e tētahi peti utu ōrite, tatini, tīwae rānei; te pūtake o te painga o te whare. Arā anō: kore kotahi, 0.Pānuitia katoatia →, he tōkeke nei ia peti, tata ki te 60% anake ka mutu ki mua. Ko te pō noa he toa iti; ko te toharite ka utua e ngā pō ka mutu ki te kore.
Te akoranga
Ka whakatau ngā whare petipeti i ngā tepe kia whakatepe ai i tō rātou ake tītaringapāngarauTītaringaHe inenga o te whānui o te marara o ngā hua huri noa i te uara tūmanako. He teitei mō te tau kotahi, he hakahaka mō ngā peti utu ōrite.Pānuitia katoatia →, kaua kia hinga ai ngā pūnaha. Ko te hinganga o te Martingale he hua taha e harikoa ana rātou ki te whiwhi, ā, mā te tātai tonu ka hinga. Ko te kaitākaro e whakaaro ana ko te tepe te raru, kua kitea e ia te pari, ā, kua pōhēhētia he tahataha.
Tātai
Ngā pātai
Ka taea e koe te ora tae noa ki tētahi tepe teitei ake, he onge ake, he nui ake hoki te pakarutanga. Kāore e huri te ngaronga tūmanako mō ia tāra.
Ngā moni peti 10, 30, 70, 150, 310: ka pā ki te tepe $500 i muri i ngā hinga e rima, ā, ko te utu o te pakarutanga he $570. He 2.70% ōrite tonu.
Kia kore ai e taea e tētahi kaitākaro kotahi te peti neke atu i tā te pūtea rahui o te whare petipeti e māmā ai te utu. He whakahaere tītaringa.
He Pārekareka te Pāngarau
Me whakamātau koe i ēnei i te tuatahi. Kua kōpakina ia otinga; whakatuwherahia ina rite koe.
Ka tīmata tētahi MartingalerautakiMartingaleHe kauneke e whakarua ana i te peti i muri i ia hinga. Tirohia te wāhanga Rautaki mō ōna mahi me ngā mea kāore e mahia e ia.Pānuitia katoatia → i te $100 ki te wheropetiWheroHe peti utu ōrite ki ngā tau whero e 18. Wīwī: rouge.Pānuitia katoatia →, ā, ka whakaae ki a ia anō kia n ngā peti i te porowhita, nui rawa: i muri i ngā hinga n karapīpiti ka whakarere, ka tīmata anō. Tuhia te hua toharite o te porowhita kotahi hei tātai i te n, ā, tātaihia mō ngā peti 5, 6 me te 7 i te wīra Ūropi.
Whakaaturia te otinga
Whakautu Ko te toharite ko 100 × (1 − (38/37)ⁿ): −$14.26 mō ngā peti 5, −$17.35 mō te 6, ā, −$20.52 mō te 7. Mā te whakaae ki ngā peti maha ake ka kino ake te porowhita toharite, kaua e pai ake.
Ka toa te porowhita i te $100 ki te kore e hinga ngā peti n katoa, ā, ka pērā ko te tūpono qⁿ, ko q = 19/37. Ina hinga katoa, ka tāpiri ngā moni peti 100, 200 … 100 × 2ⁿ⁻¹ ki te 100 × (2ⁿ − 1). Nō reira ko te toharite ko 100 × (1 − qⁿ) − 100 × (2ⁿ − 1) × qⁿ = 100 × (1 − (2q)ⁿ).
I konei 2q = 38/37, he paku nui ake i te 1, nō reira ka tipu te (2q)ⁿ me te n, ā, ka heke te toharite: ka hoatu e n = 5 te 1.1426 me te −$14.26; e n = 6 te 1.1735 me te −$17.35; e n = 7 te 1.2052 me te −$20.52. He iti ake te auau o te hinga o te arawhata roa ake, i te 3.6%, 1.8% me te 0.9% o ngā porowhita, engari he rua whakarea te rahi o ia hinga, ā, he nui ake ngā moni ka whakawhiti i te tēpu i ia porowhita, i te 2.70% o ia peti.
I te wīra Amerika 2q = 40/38, ā, ko ngā tatauranga ko −$29.24, −$36.04 me te −$43.20 (Taylor, 2021). I tētahi kēmu kāore he korewīraKoreTe kōhao kākāriki kotahi kāore e kapia e tētahi peti utu ōrite, tatini, tīwae rānei; te pūtake o te painga o te whare. Arā anō: kore kotahi, 0.Pānuitia katoatia → 2q = 1, ā, ko te toharite o ia porowhita ko te kore tonu, ahakoa te roa o te arawhata.
Ka whakaruatia e te “Martingale nui” te moni peti i muri i te hinga, ka tāpiri i te waemoniWaeTe moni peti taketake e mahi ai tētahi pūnaha, tētahi kaitākaro rānei. Ka whakaahuatia ngā kauneke ki ngā wae kia hāngai ai ki ia tēpu.Pānuitia katoatia → kotahi, nō reira ko ngā moni peti ko 1, 3, 7, 15, 31 … E hia tō piki ina puta te toa tuatahi i te peti tua-1, tua-2, tua-3, tua-k rānei? I te wae $10 me te tepe nui $500, kia hia te auau o te pakaru o te porowhita, ā, he aha te utu o te porowhita i te toharite?
Whakaaturia te otinga
Whakautu Ko te toa i te peti tua-k ka waiho koe kia k ngā wae kua piki: +1, +2, +3, ā, pērā tonu. I te $10 me te $500 ka pakaru te porowhita i muri i ngā hinga e rima, 3.57% o ngā porowhita, mō te −$570. I te toharite ka ngaro i te porowhita te $2.32 i ngā $85.73 i petihia: 2.70%.
Ko te moni peti tua-k ko te 2ᵏ − 1 wae: 1, 3, 7, 15, 31. Ka tāpiri ngā moni peti k − 1 tuatahi ki te 2ᵏ − 2 − (k − 1) = 2ᵏ − k − 1. Ka utu te toa i te peti tua-k i te 2ᵏ − 1, nō reira ka mutu te porowhita kua piki (2ᵏ − 1) − (2ᵏ − k − 1) = k wae: kotahi te wae tāpiri mō ia hinga i mua i te toa.
I te $10 i te wae ko ngā moni peti ko $10, $30, $70, $150 me te $310; ko te mea e whai ake ana, $630, kei runga ake i te tepe nui $500. Ko ngā hinga e rima karapīpiti, (19/37)⁵ = 3.57%, e 10 + 30 + 70 + 150 + 310 = $570 te utu.
Toharite: ka kawea mai e ngā toa te $10 × k ko te tūpono (19/37)ᵏ⁻¹ × 18/37 mō k = 1 ki te 5, ā, ka tangohia e te pakaru te $570 ko te tūpono 3.57%; tahi −$2.32. Ko te toharite o ngā moni i petihia ko te $85.73 i te porowhita, ā, 2.32/85.73 = 2.70%. Ko te Martingale noa i taua tēpu anō ka pakaru i muri i ngā hinga e ono, 1.83% o ngā porowhita, mō te −$630, ā, ka ngaro te $1.74 i ngā $64.20 i petihia: 2.70% anō.
Ka whakamahere tētahi kaitākaro i te Martingale ki te whero me te peti tuatahi $1 i tētahi tēpu ko tōna tepe ko te $1,000, nō reira e tekau ngā peti ka taea: $1, $2, $4, ā, pērā tonu ki te $512. Kia hia te auau ka ngaro i te porowhita ngā tekau katoa, kia pēhea te roa i te toharite kia pērā, ā, kia hia te auau ka mutu pērā tētahi pō o ngā peti 200?
Whakaaturia te otinga
Whakautu Ka ngaro i te porowhita ngā tekau katoa tata ki te kotahi i ngā 784, ā, e $1,023 te utu. Tata ki ngā peti 1,600 tēnā i te toharite, ā, ka tūtaki tētahi pō o ngā peti 200 ki te pakitara tata ki te 11% o te wā. Ka ngaro tonu i te porowhita te $0.31 i te toharite i ngā $11.31 i petihia: 2.70%.
Ka hinga te peti ki te whero ko te tūpono 19/37, kei roto te kore. Tekau karapīpiti: (19/37)¹⁰ ≈ 0.00128, tata ki te 1 i ngā 784. Ka tāpiri ngā moni peti 1 + 2 + 4 + … + 512 ki te $1,023.
E 2.05 ngā peti o te porowhita i te toharite, nō reira tata ki ngā peti 1,600 mō ngā porowhita 784. Ki te tatau i ia hurihanga, ka puta tētahi raupapa o ngā hinga tekau i tētahi wāhi o ngā peti 200 i te 11.3% o te wā.
I waenga i ngā aituā ka toa te kaitākaro i te $1 i ia porowhita: tata ki te $783 i mua i te mea kino, kātahi −$1,023, tata ki te −$240 puta noa i te wā katoa. I ia porowhita: 1 × (1 − 0.00128) − 1,023 × 0.00128 ≈ −$0.31. Ngā moni i petihia i ia porowhita: 1 + 2 × (19/37) + 4 × (19/37)² + … + 512 × (19/37)⁹ ≈ $11.31. Ā, −0.31/11.31 = −2.70%.
Whakatauritea ki te peti tuatahi $10 i te tepe $500, e ono ngā peti: ka tae mai te pakitara kotahi i ngā porowhita 55, ā, ka tūtaki tētahi pō o ngā peti 200 ki a ia i te 84% o te wā. Mā te tepe teitei ake ka onge ake, ka nui ake te hinganga, engari kāore e iti iho te utu.
He katakata iti

He onge ake, he nui ake, i ia tepe. He pūmau te hua whakarea.
Ngā Puna
- Ethier, S. N. The Doctrine of Chances: Probabilistic Aspects of Gambling.
- Thorp, E. O. “Optimal gambling systems for favorable games.”
- Thorp, E. O. The Mathematics of Gambling.
- Epstein, R. A. The Theory of Gambling and Statistical Logic, 2nd ed.