• 検索結果がありません。

JAIST Repository

N/A
N/A
Protected

Academic year: 2021

シェア "JAIST Repository"

Copied!
72
0
0

読み込み中.... (全文を見る)

全文

(1)

JAIST Repository

https://dspace.jaist.ac.jp/

Title 大貧民ゲームを題材としたゲーム情報力学モデルの調

査研究 [課題研究報告書]

Author(s) 森近, 泰匡

Citation

Issue Date 2013‑12

Type Thesis or Dissertation Text version author

URL http://hdl.handle.net/10119/11539 Rights

Description Supervisor:飯田 弘之, 情報科学研究科, 修士

(2)

՝୊ݚڀใࠂॻ

େශຽήʔϜΛ୊ࡐͱͨ͠ήʔϜ৘ใྗֶϞσϧ ͷௐࠪݚڀ

๺཮ઌ୺Պֶٕज़େֶӃେֶ

৘ใՊֶݚڀՊ৘ใՊֶઐ߈

৿ۙ ହڡ

2013೥12݄

(3)

՝୊ݚڀใࠂॻ

େශຽήʔϜΛ୊ࡐͱͨ͠ήʔϜ৘ใྗֶϞσϧ ͷௐࠪݚڀ

ࢦಋڭһ

൧ా߂೭ ڭत

৹ࠪҕһओࠪ

൧ా߂೭ ڭत

৹ࠪҕһ

஑ా৺ ।ڭत

৹ࠪҕһ

നҪਗ਼ত ।ڭत

๺཮ઌ୺Պֶٕज़େֶӃେֶ

৘ใՊֶݚڀՊ৘ใՊֶઐ߈

1010069 ৿ۙ ହڡ

ఏग़೥݄: 2013೥11݄

(4)

֓ ཁ

ϑΥϯɾϊΠϚϯͱΦεΧʔɾϞϧήϯγϡςϧϯʹΑͬͯఏএ͞ΕͨήʔϜཧ࿦ʹΑΓɼ զʑ͸߹ཧతɾઓུతʹҙࢥܾఆΛߦ͏͜ͱ͕ग़དྷΔΑ͏ʹͳΓɼܦࡁֶ΁ͷద༻ͳͲੈ

քʹҰఆͷ੒ՌΛ༩͖͑ͯͨɽήʔϜཧ࿦ࣗ਎΋ݚڀ͕ਐΈɼߋͳΔൃలΛ਱͍͛ͯͬͨɽ 2012೥ɼ൧ాΒʹΑͬͯήʔϜ৘ใྗֶϞσϧ͕ߟҊɼߏங͞Εͨɽ͜Ε͸ैདྷͷήʔ Ϝཧ࿦ʹର͠ɼྲྀମྗֶͷཧ࿦ʹج͍ͮͯ৘ใͷྗֶ֓೦Λදݱ͢Δ͜ͱͰɼ৘ใͷ࣌ؒ

ܦաʹΑΔྲྀΕΛՄࢹԽ͢Δ͜ͱ͕ՄೳͱͳΔɽ·ͨɼ৘ใ଎౓ɼ৘ใՃ଎౓ɼ৘ใΤω ϧΪʔͳͲͷ෺ཧత֓೦Λಋೖ͢Δ͜ͱͰɼήʔϜ৔ͷڧ͞ʢ༡ٔੑʣ΍஌త૬ޓ࡞༻ʹ

͍ͭͯ΋ղੳͰ͖ΔΑ͏Ξϓϩʔν͞Ε͍ͯΔɽطʹকع΍αοΧʔɼॊಓͳͲͷήʔϜ ʹର͠ɼ͜ͷཧ࿦Λ༻͍ͯ෼ੳͨ݁͠Ռ͕ใࠂ͞Ε͍ͯΔɽ

ͨͩ͠ɼ͜ͷήʔϜ৘ใྗֶϞσϧ͸جຊతʹ1ର1Ͱ૪ΘΕΔήʔϜΛର৅ͱ͍ͯ͠

ΔɽҰํɼήʔϜʹ͸3ਓɼ·ͨ͸3νʔϜҎ্ͰߦΘΕΔଟਓ਺ήʔϜ΋ଘࡏ͓ͯ͠Γɼ

͜ͷଟਓ਺ήʔϜʹ͍ͭͯ΋্هͷΑ͏ͳ৘ใΛ͍࣋ͬͯΔ͸ͣͰ͋Δɽ͜ΕΒͷ৘ใΛ ಘΔͨΊʹήʔϜ৘ใྗֶϞσϧʹΑͬͯ෼ੳΛߦ͏͜ͱ͕ग़དྷΔ͔ʹ͍ͭͯ͸ɼࠓͷͱ

͜Ζใࠂ͞Ε͍ͯͳ͍ɽ

͜Ε·Ͱɼଟਓ਺ήʔϜ͸1ର1Ͱ૪ΘΕΔήʔϜͰ͸ੜ͡ͳ͔ͬͨ໰୊ɾ՝୊͕ଘࡏ

͠ɼطଘͷख๏ͷద༻͕೉͍͜͠ͱ͔Βɼ͋·Γݚڀ͕ਐΜͰ͍ͳ͔ͬͨɽͦͷओͳݪҼ ͱͯ͠ɼଟਓ਺ήʔϜͰ͸φογϡۉߧͷԾఆͰ͋ΔɼʮશͯͷϓϨΠϠʔ͕׬શʹ߹ཧ తʹߦಈ͢Δʯͱ͍͏͜ͱ͕߹Θͳ͍৔߹͕ଟ͘ଘࡏ͢Δ͜ͱʹ͋Δɽ͜Ε͸2ਓͰ૪͏

ήʔϜͷ৔߹͸૬ख͕࠷େͷརӹΛಘΑ͏ͱ͢Δ͜ͱΛ૝ఆ͢Ε͹ྑ͍ͷʹର͠ɼ3ਓҎ

্ͷϓϨΠϠʔ͕ଘࡏ͢Δͱ୭ʹͱͬͯෆརͳߦಈΛऔΔ͜ͱ͕ɼࣗ෼ʹͱͬͯ࠷΋༗ར ͳߦಈͱͳΔͷ͔ͱ͍͏ࣗ෼ͷ௚઀ͷར֐Ҏ֎ͷཁૉΛߟ͑Δඞཁ͕͋ΔͨΊͰ͋Δɽ·

ͨɼਓ਺͕૿͑Δ͜ͱͰঢ়ଶ਺͕૿͑ΔͨΊɼܭࢉ͕೉͘͠ͳΔɼ͋Δ͍͸ܭࢉྔ͕๲େ

ʹͳΓɼίϯϐϡʔλͰ͸ܭࢉෆೳʹͳΔͱ͍͏໰୊΋͋Δɽ

ຊݚڀͰ͸ɼ͜ͷήʔϜ৘ใྗֶϞσϧʹΑͬͯଟਓ਺ήʔϜͷ෼ੳΛߦ͏͜ͱ͕ग़དྷ Δ͔ʹ͍ͭͯΛ՝୊ͱͯ͠औΓ্͛Δɽଟਓ਺ήʔϜͰ͸ෳ਺ͷϓϨΠϠʔͷߦಈ͕ೖΓ

ࠞ͡ΔͨΊɼήʔϜͷྲྀΕΛଟ໘తʹଊ͑Δ͜ͱ͸೉͍͠ɽͦ͜ͰɼຊݚڀͰ͸1ͭͷଟ ਓ਺ήʔϜ͸ෳ਺ͷ1ର1ʹΑΔখήʔϜͷू߹Ͱ͋ΔͱԾఆ͠ɼখήʔϜͦΕͧΕʹͭ

͍ͯ෼ੳΛߦ͏ͱ͍͏ख๏ΛఏҊ͢Δɽ

෼ੳΛߦ͏ͨΊͷعේʹ͍ͭͯ͸ϑϦʔͰެ։͞Ε͍ͯΔେශຽιϑτ΢ΣΞΛ༻͍ɼ ਓؒͷϓϨΠϠʔ1໊ରίϯϐϡʔλϓϨΠϠʔෳ਺໊ͷܗͰऔಘͨ͠ɽධՁʹ͍ͭͯ͸

ιϑτ΢ΣΞͰܭࢉ͞Ε͍ͯΔήʔϜείΞΛར༻ͨ͠ɽ͜ͷσʔλΛ෼ੳ͢Δ͜ͱͰɼ

࣮ࡍʹߦΘΕͨήʔϜʹ͍ͭͯे෼ʹ಺༰͕ಘΒΕ͍ͯΔͱߟ͑ΒΕΔ݁Ռ͕औಘͰ͖ɼ ଟਓ਺ήʔϜΛήʔϜ৘ใྗֶϞσϧʹΑͬͯ෼ੳ͢Δ͜ͱ͸ՄೳͰ͋Δͱূ໌͞Εͨɽ

·ͨɼઌߦݚڀͰ΋ಉ༷ʹಛఆͷϓϨΠϠʔΛআ֎͍ͯ͘͜͠ͱͰগਓ਺ͷήʔϜʹม׵

͢Δͱ͍͏ख๏͕ఏҊ͞Ε͓ͯΓɼ༗༻ͳ੒Ռ͕ใࠂ͞Ε͍ͯΔ͜ͱ͔Βɼଟਓ਺ήʔϜ

(5)

ΛԿΒ͔ͷखஈͰগਓ਺ͷήʔϜʹม׵͢Δͱ͍͏ख๏ͦͷ΋ͷ͕༗ޮͰ͋Δͱ͍͏Մ

ೳੑ͕ࣔࠦ͞Εͨɽ

͔͠͠ɼຊݚڀͰߦͬͨ෼ੳ݁Ռ͸͋͘·Ͱ1ήʔϜʹର͢Δ಺༰ͷͨΊɼ෼ੳ݁Ռ͕

ର৅ͱͨ͠ήʔϜΛਖ਼͘͠ධՁग़དྷ͍ͯΔ͔ͱ͍͏఺ʹ͍ͭͯ͸ɼ౷ܭͷ໰୊͔Βٙ໰͕

࢒ΔɽͦͷͨΊɼ෼ੳ݁ՌΛ৴པग़དྷΔσʔλͱ͢ΔͨΊʹ͸ɼ਺ଟ͘ͷήʔϜ݁Ռʹର

ͯ͠෼ੳΛߦ͍ɼ౷ܭॲཧΛࢪ͢͜ͱ͕՝୊ͱͯ͠ߟ͑ΒΕΔɽ

·ͨɼຊݚڀͰ͸׬શʹ1ର1ͷখήʔϜͱͯ͠෼ੳΛߦ͕ͬͨɼ৔߹ʹΑͬͯྫ͑͹

͋ΔϓϨΠϠʔରͦΕҎ֎ͷશϓϨΠϠʔͱ͍͏Α͏ʹɼݟํΛม͑Δ͜ͱͰҟͳΔ෼ੳ

݁Ռ͕ग़Δ͜ͱ΋ߟ͑ΒΕΔɽͦͷͨΊɼͦͷΑ͏ͳ৚݅ʹ͍ͭͯ΋෼ੳग़དྷΔΑ͏ͳख

๏Λݕ౼͢Δ͜ͱ΋՝୊ͱ͍͑Δɽ

(6)

໨ ࣍

ୈ1ষ ͸͡Ίʹ 1

1.1 എܠٴͼ໨త . . . 1

1.2 ຊ࿦จͷߏ੒ . . . 2

ୈ2ষ େශຽ 3 2.1 େශຽͱ͸ . . . 3

2.2 େශຽͷجຊϧʔϧ . . . 3

2.3 ϩʔΧϧϧʔϧ . . . 4

ୈ3ষ ήʔϜ৘ใྗֶϞσϧ 7 3.1 ήʔϜ৔ʹ͓͚Δ૬ޓ࡞༻ͷ਺ཧϞσϧ . . . 7

3.1.1 ࢼ߹ͷ৘ใΤωϧΪʔ . . . 7

3.2 ແ࣍ݩԽΞυόϯςʔδ . . . 10

3.3 উ཰ . . . 10

3.4 ήʔϜ݁Ռͷ͔֬͞ . . . 10

ୈ4ষ 5ਓରઓʹ͓͚ΔେශຽήʔϜͷ෼ੳ 11 4.1 ෼ੳख๏ . . . 11

4.2 1ճରઓʹΑΔήʔϜ݁Ռͷ෼ੳ . . . 11

4.2.1 ෼ੳ݁Ռ . . . 12

4.2.2 ߟ࡯ . . . 19

4.3 5ճ࿈ଓରઓʹΑΔେශຽήʔϜͷ෼ੳ . . . 21

4.3.1 ߟ࡯ . . . 21

ୈ5ষ 4ਓରઓʹ͓͚ΔେශຽήʔϜͷ෼ੳ 23 5.1 1ճରઓʹΑΔήʔϜ݁Ռͷ෼ੳ . . . 23

5.1.1 ߟ࡯ . . . 23

5.2 5ճ࿈ଓରઓʹΑΔେශຽήʔϜͷ෼ੳ . . . 25

5.2.1 ߟ࡯ . . . 25

ୈ6ষ ͓ΘΓʹ 27 6.1 ·ͱΊ . . . 27

6.2 ՝୊ͱࠓޙͷల๬ . . . 28

(7)

෇ ࿥A UECඪ४ϧʔϧ 30

෇ ࿥B 5ਓͷϓϨΠϠʔʹΑΔ1ճରઓ࣌ͷ֤छ෼ੳ݁Ռ 32

B.1 Human(2Ґ) vs. Com.2(4Ґ) . . . 32

B.2 Human(2Ґ) vs. Com.3(1Ґ) . . . 33

B.3 Human(2Ґ) vs. Com.4(5Ґ) . . . 34

B.4 Com.1(3Ґ) vs. Com.2(4Ґ) . . . 35

B.5 Com.1(3Ґ) vs. Com.3(1Ґ) . . . 36

B.6 Com.1(3Ґ) vs. Com.4(5Ґ) . . . 37

B.7 Com.2(4Ґ) vs. Com.3(1Ґ) . . . 38

B.8 Com.2(4Ґ) vs. Com.4(5Ґ) . . . 39

B.9 Com.3(1Ґ) vs. Com.4(5Ґ) . . . 40

෇ ࿥C 5ਓͷϓϨΠϠʔʹΑΔ5ճ࿈ଓରઓ࣌ͷ֤छ෼ੳ݁Ռ 41 C.1 ήʔϜείΞ . . . 41

C.2 Human(1Ґ) vs. Com.1(3Ґ) . . . 47

C.3 Human(1Ґ) vs. Com.2(4Ґ) . . . 48

C.4 Human(1Ґ) vs. Com.3(2Ґ) . . . 49

C.5 Human(1Ґ) vs. Com.4(5Ґ) . . . 50

C.6 Com.1(3Ґ) vs. Com.2(4Ґ) . . . 51

C.7 Com.1(3Ґ) vs. Com.3(2Ґ) . . . 52

C.8 Com.1(3Ґ) vs. Com.4(5Ґ) . . . 53

C.9 Com.2(4Ґ) vs. Com.3(2Ґ) . . . 54

C.10 Com.2(4Ґ) vs. Com.4(5Ґ) . . . 55

C.11 Com.3(2Ґ) vs. Com.4(5Ґ) . . . 56

෇ ࿥D 4ਓͷϓϨΠϠʔʹΑΔରઓ࣌ͷήʔϜείΞ 57 D.1 1ճରઓ࣌ͷήʔϜείΞ . . . 57

D.2 5ճ࿈ଓରઓ࣌ͷήʔϜείΞ . . . 58

(8)

ୈ 1 ͸͡Ίʹ

1.1 എܠٴͼ໨త

ϑΥϯɾϊΠϚϯͱΦεΧʔɾϞϧήϯγϡςϧϯʹΑͬͯఏএ͞ΕͨήʔϜཧ࿦[1]ʹ ΑΓɼ߹ཧతɾઓུతʹҙࢥܾఆΛߦ͏͜ͱ͕ग़དྷΔΑ͏ʹͳΓɼܦࡁֶ΁ͷద༻ͳͲੈ

քʹҰఆͷ੒ՌΛ༩͖͑ͯͨɽήʔϜཧ࿦ࣗ਎΋ݚڀ͕ਐΈɼߋͳΔൃలΛ਱͍͛ͯͬͨɽ 2012೥ʹ൧ాΒʹΑͬͯఏএ͞ΕͨήʔϜ৘ใྗֶϞσϧ[2, 3, 4]΋ήʔϜཧ࿦ʹվྑ

ΛՃ͑ͨཧ࿦Ͱ͋Γɼ͜ͷཧ࿦ʹΑͬͯήʔϜͷ։͔࢝Βऴྃ·Ͱͷ࣌ؒܦաΛՄࢹԽɼ

·ͨͦͷήʔϜ͕࣋ͭ৘ใͷྗֶ֓೦Λදݱ͢Δ͜ͱ͕Մೳͱͳͬͨɽ͜ͷཧ࿦ʹΑΔ ήʔϜͷ෼ੳ͸কع[5]΍ॊಓ[6]ͳͲͷ෼໺ʹ͓͍ͯطʹߦΘΕɼҰఆͷ੒Ռ͕ใࠂ͞Ε

͍ͯΔɽ

͕ͩɼ͜Ε·ͰʹߦΘΕ͖ͯͨήʔϜ৘ใྗֶϞσϧʹΑΔ෼ੳ͸ɼશͯ1ର1ͷήʔ Ϝ͕ର৅Ͱ͋ͬͨɽήʔϜʹ͸3ਓɼ·ͨ͸3νʔϜҎ্ͰߦΘΕΔଟਓ਺ήʔϜ΋ଘࡏ

͓ͯ͠Γɼ͜ΕΒͷήʔϜΛήʔϜ৘ใྗֶϞσϧʹΑͬͯ෼ੳ͞Εͨ͜ͱ͸ࠓͷͱ͜Ζ ଘࡏ͍ͯ͠ͳ͍ɽ·ͨɼήʔϜ৘ใྗֶϞσϧʹΑͬͯଟਓ਺ήʔϜΛ෼ੳ͢ΔͨΊͷख

๏΋ཱ͍֬ͯ͠ͳ͍ɽ

͜Ε·Ͱɼଟਓ਺ήʔϜͷήʔϜཧ࿦ʹΑΔΞϓϩʔν͸φογϡۉߧ[1]Λޮ཰తʹ

ۙࣅͤ͞ΔCounterFactual Regret minimization(CFR)[7]ͳͲ͕ߦΘΕ͖ͯͨɽ͔͠͠ɼ φογϡۉߧʹΑΔղ͕࠷దͱͳΔͳͲղੳ͕ߦ͍қ͍ೋਓྵ࿨ήʔϜʹൺ΂ɼଟਓ਺

ήʔϜ͸ঢ়ଶ਺ͷ૿Ճ΍ͦΕʹ൐͏ܭࢉྔͷ૿ՃͳͲͷཁૉ͕ݪҼͰɼ͋·Γݚڀ͕ਐΜ Ͱ͍ͳ͍ͷ͕ݱঢ়Ͱ͋ΔɽͦͷͨΊɼଟਓ਺ήʔϜʹ͓͍ͯ͸ϓϩάϥϚͷήʔϜͷ஌ࣝ

΍ܦݧʹج͍ͮͯߏஙͨ͠ΓɼϞϯςΧϧϩ๏[8]ͳͲैདྷ2ਓήʔϜͰݚڀ͞Ε͖ͯͨ

ख๏Λଟਓ਺ήʔϜʹద༻ͨ͠Γͱ͍ͬͨΞϓϩʔν͕ओྲྀͰ͋ͬͨɽ

ຊݚڀͰ͸͜ͷଟਓ਺ήʔϜʹରͯ͠ήʔϜ৘ใྗֶϞσϧʹΑΔ෼ੳΛߦ͍ɼͦͷ݁

Ռ͕े෼৴པʹ଍Δ͔Ͳ͏͔ɼ·ͨଟਓ਺ήʔϜͷ෼ੳ݁Ռ͕ͲͷΑ͏ͳ΋ͷʹͳΔ͔

ݕূ͢Δ͜ͱΛ໨తͱ͢ΔɽैདྷͷήʔϜ৘ใྗֶϞσϧΛͦͷ··ద༻͢Δ͜ͱ͸ෆ ՄೳͰ͋ΔͨΊɼ·ͣͲͷΑ͏ʹͯ͠ଟਓ਺ήʔϜͷ෼ੳΛߦ͏͔͕՝୊ͱͳΔɽຊݚڀ Ͱ͸͜ͷ఺ʹର͠ɼ1ͭͷଟਓ਺ήʔϜΛෳ਺ͷখήʔϜͷू߹ʹݟཱͯͯݸผʹ෼ੳΛ ߦ͏ͱ͍͏ख๏Λ༻͍ɼ෼ੳΛߦ͏ɽͦΕʹΑͬͯಘΒΕͨσʔλ͕ͲΕ͚ͩ৴པͰ͖Δ

͔ɼ͜ͷख๏ʹͲͷΑ͏ͳ໰୊͕͋Δ͔ʹ͍ͭͯߟ࡯͠ɼ͜ͷख๏ͷ༗༻ੑʹ͍ͭͯٞ࿦

͢Δɽ

·ͨɼۙ೥૬खϓϨΠϠʔͷߦಈΛআ֎͠ɼগਓ਺ήʔϜ΁ͱม׵͢Δख๏͕ϙʔΧʔ

(9)

ͰఏҊɼใࠂ͞Εͨ[9]ɽຊݚڀͰͷख๏͕༗༻ͳ΋ͷͰ͋Ε͹ɼଟਓ਺ήʔϜͷখήʔ ϜԽ͸ήʔϜཧ࿦ʹج͍ͮͯଟਓ਺ήʔϜΛ෼ੳ͢Δͷʹ༗ޮͳख๏Ͱ͋Δ͜ͱ͕Ұ૚

ࣔ͞ΕΔͱ͍͑Δɽ

1.2 ຊ࿦จͷߏ੒

ຊ࿦จ͸ҎԼͷߏ੒ͱͳ͍ͬͯΔɽ

ୈ2ষͰ͸ຊݚڀͰѻͬͨଟਓ਺ήʔϜͰ͋Δେශຽʹ͍ͭͯͷઆ໌Λߦ͏ɽୈ3ষͰ

͸σʔλ෼ੳख๏ͱͯ͠ར༻͢ΔήʔϜ৘ใྗֶϞσϧʹ͍ͭͯઆ໌͢Δɽୈ4ষͰ͸࣮

ࡍʹେශຽΛߦͬͯऔಘͨ͠σʔλΛɼήʔϜ৘ใྗֶϞσϧʹΑͬͯ෼ੳΛߦ͍ɼಘΒ Εͨ݁ՌΛࣔ͢ɽୈ5ষͰ͸ୈ4ষͱ͸ผͷ৚݅ͰߦͬͨήʔϜͷσʔλΛ෼ੳΛߦ͍ɼ ಘΒΕͨ݁ՌΛࣔ͢ɽ࠷ޙʹୈ6ষͰݚڀ݁Ռͷ·ͱΊͱɼࠓޙͷ՝୊ɼల๬Λه͢ɽ

(10)

ୈ 2 େශຽ

ɹຊষͰ͸େශຽͷഎܠͱɼҰൠతͳϧʔϧʹ͍ͭͯड़΂Δɽ

2.1 େශຽͱ͸

େශຽͱ͸τϥϯϓήʔϜͷҰछͰɼେ෋߽ͱ΋ݺ͹ΕΔɽ1970೥ࠒʹ౦ژͰੜ·Ε

ͨͱߟ͑ΒΕ͓ͯΓ[10]ɼ೔ຊͰ͸੝ΜʹߦΘΕ͍ͯΔɽ

جຊతͳྲྀΕͱͯ͠͸ΧʔυΛγϟοϑϧͯ͠ϓϨΠϠʔʹ഑Γɼख࣋ͪͷΧʔυΛॱ ൪ʹग़͍͖ͯ͠ɼૣ͘खࡳΛͳͨ͘͠ϓϨΠϠʔ͕উར͢ΔήʔϜͰ͋Δɽ࣍ͷήʔϜΛ

։࢝͢ΔલʹɼউऀͷϓϨΠϠʔ͸ഊऀͷϓϨΠϠʔ͔Β޷͖ͳΧʔυΛड͚औΓɼ͍Β ͳ͍ΧʔυΛ౉͢ͱ͍͏ϧʔϧ͕͋Γɼ͜ͷෛ͚ͨਓ͕ΑΓෆརʹɼউऀ͕ΑΓ༗རʹల

։Ͱ͖Δͱ͍͏ήʔϜੑ͔Β͜ͷ໊͕͍ͭͨɽ

·ͨɼϩʔΧϧϧʔϧ͕ଟ͍ͷ΋ಛ௃ͱͯ͠ڍ͛ΒΕΔɽ͜Ε͸ήʔϜʹมԽΛ͚ͭͨ

Γɼউऀ͕উͪଓ͚Δ͜ͱΛ཈੍ͨ͠Γ͢ΔޮՌ͕͋Δɽ஍ҬʹΑ༷ͬͯʑͳϧʔϧ͕ଘ ࡏ͠ɼϧʔϧΛෳ߹ͤ͞Δ͜ͱͰΑΓෳࡶͳήʔϜͱ͢Δ͜ͱ͕ग़དྷΔɽ

ۙ೥ɼ৘ใܥͷֶ໰ͷҰ؀ͱͯ͠ίϯϐϡʔλେශຽͷେձ[11]͕2006೥౓ΑΓ։࠵

͞Ε͍ͯΔɽ͜ͷେձΛ௨ͯ͠ϞϯςΧϧϩ๏ʹΑΔେශຽϓϩάϥϜͷߦಈબ୒ɼख

ࡳ഑෼γϛϡϨʔγϣϯͳͲίϯϐϡʔλήʔϜͱͯ͠ͷେශຽͷݚڀ΋ߦΘΕΔΑ͏ʹ ͳͬͨɽ

2.2 େශຽͷجຊϧʔϧ

͜͜Ͱ͸ࢀߟจݙ[10]ʹهࡌ͞Ε͍ͯΔϧʔϧΛ࣠ʹɼҰ෦ͷϩʔΧϧϧʔϧʹΑΔม ߋ఺Λަ͑ͯड़΂Δɽ

·ͣ੮ॱΛద౰ʹܾΊɼશһͰΧʔυΛ1ຕҾ͖ɼҰ൪ڧ͍ΧʔυΛҾ͍ͨਓ͕਌ͱͳ Δɽͳ͓ɼ͜ͷଞʹ΋࠷ॳͷखࡳʹμΠϠͷ3ؚ͕·Ε͍ͯΔਓ͕਌ʹͳΔͳͲɼ਌ͷܾ

Ίํ͸ϧʔϧʹΑ༷ͬͯʑͰ͋Δɽ

਌͕ܾ·ͬͨΒΧʔυΛγϟοϑϧ͠ɼશͯͷΧʔυΛશһʹ഑Δɽ࢖༻͢ΔΧʔυ͸

52ຕͷΧʔυͱɼ0ʙ2ຕͷδϣʔΧʔͰ͋ΔɽδϣʔΧʔͷຕ਺ʹ͍ͭͯ΋ϧʔϧʹΑͬ

ͯҟͳΔɽΧʔυΛ഑Γऴ͑ͨΒɼ਌͔Β୆ࡳΛ৔ʹग़͢ɽ୆ࡳ͸1ຕ͕جຊͰ͋Δ͕ɼ ಉ͡਺ࣈͷΧʔυ͕2ຕҎ্͋Δ৔߹ɼ2ຕҎ্Λ1૊ʹͯ͠ग़͢͜ͱ͕ग़དྷΔɽ࣍ͷϓ

(11)

ϨΠϠʔ͸୆ࡳΑΓڧ͍ΧʔυΛग़͍ͯ͘͠ɽ͜ͷ࣌ɼ୆ࡳͷຕ਺ͱಉ͡਺Ͱͳͯ͘͸ͳ Βͳ͍ɽྫ͑͹5ͷΧʔυ͕1ຕग़ͨ৔߹͸ɼ6Ҏ্ͷΧʔυΛ1ຕग़͢ɽ͕ͩ4ͷΧʔ υ͕2ຕग़ͨ৔߹͸ɼ5Ҏ্ͷΧʔυΛ2ຕग़͞ͳ͚Ε͹ͳΒͳ͍ɽΧʔυͷڧ͞ʹ͍ͭ

ͯ͸δϣʔΧʔ͕Ұ൪ڧ͘ɼ2ɼAɼKɼQɼJɼ10ɼ...ɼ3ͱଓ͘ɽ

୆ࡳΑΓڧ͍Χʔυ͕ͳ͍৔߹ɼ͋Δ͍͸खࡳʹ͋Δ͕ग़ͨ͘͠ͳ͍৔߹͸ɼύεΛ͢

Δɽ͜ͷΑ͏ͳྲྀΕͰॱ൪ʹΧʔυΛग़ͯ͠ߦ͖ɼ࠷ޙʹ৔ʹग़ͨ͠Χʔυͷ࣋ͪओҎ֎

ͷϓϨΠϠʔ͕ύεΛͨ͠ΒɼͦͷΧʔυΛग़ͨ͠ϓϨΠϠʔ͕উརͱͳΓɼ1ճ໨͕ऴ ΘΔɽͳ͓ɼύεʹ͍ͭͯ͸1ճύεΛͨ͠Β࣍ʹࣗ෼ͷ൪͕དྷͨ࣌ʹΧʔυΛग़͢͜ͱ

͕ೝΊΒΕΔͲ͏͔ͷϧʔϧ͕͋Δɽ·ͨɼύεͷճ਺ʹ੍ݶ͸ͳ͍ɽ2ճ໨͸1ճ໨Ͱ উརͨ͠ϓϨΠϠʔ͕୆ࡳΛग़ͯ࢝͠ΊΔɽ͜ΕΛ܁Γฦ͠ɼ࠷ॳʹखࡳΛͳͨ͘͠ϓϨ ΠϠʔ͕1ҐͱͳΔɽ1Ґ͕ܾ·ͬͯ΋ήʔϜ͸ଓ͚ΒΕɼखࡳΛ͍࣋ͬͯΔਓ͕1ਓʹ ͳͬͨΒήʔϜηοτͱͳΔɽ1ҐͷϓϨΠϠʔ͕େ෋߽ɼ2ҐͷϓϨΠϠʔ͕෋߽ɼ࠷

ԼҐͷਓ͕େශຽɼͦͷ1্ͭͷਓ͕ශຽɼͦΕҎ֎ͷਓ͕ฏຽͱͳΔɽ͜ͷ֊ڃ΋஍Ҭ ʹΑͬͯҟͳΔɽ఺਺ܭࢉΛߦ͏৔߹ɼେ෋߽͸10఺ɼ෋߽͸5఺ɼශຽ͸-5఺ɼେශ ຽ͸-10఺ͱ͚ͭΒΕΔɽ

࣍ͷήʔϜΛ࢝ΊΔલʹɼΧʔυΛ഑Γऴ͑ͨΒલͷήʔϜͰେශຽʹͳͬͨϓϨΠ Ϡʔ͸େ෋߽ͷϓϨΠϠʔʹखࡳͷத͔ΒҰ൪ڧ͍ΧʔυΛ2ຕɼශຽʹͳͬͨϓϨΠ Ϡʔ͸෋߽ͷϓϨΠϠʔʹҰ൪ڧ͍ΧʔυΛ1ຕ౉͢ɽେ෋߽͸େශຽʹࣗ෼ͷཁΒͳ͍

ΧʔυΛ2ຕɼ෋߽͸ශຽʹཁΒͳ͍ΧʔυΛ1ຕ౉͢ɽฏຽ͸Χʔυͷަ׵͸ߦΘΕͳ

͍ɽ͜ͷަ׵ʹ͍ͭͯ͸ɼউऀଆ͸Ұ൪ڧ͍Χʔυͷ୅ΘΓʹࣗ෼͕ཉ͍͠ΧʔυΛਘ ͶɼͦΕΛഊऀଆ͕͍࣋ͬͯΕ͹ͦͷΧʔυΛަ׵͢Δͱ͍͏ϧʔϧ΋͋Δɽ

खࡳަ׵͕ऴΘͬͨΒɼେශຽ͕࠷ॳʹ୆ࡳΛग़͠ɼಉ༷ʹήʔϜΛਐΊ͍ͯ͘ɽ͜Ε ΛԿճ͔܁Γฦ͠ɼ࠷ऴతʹ૯ಘ఺ͷҰ൪ߴ͍ϓϨΠϠʔ͕ήʔϜͷউऀͱͳΔɽ

1౓উͯ͹ڧ͍Χʔυ͕खʹೖΓ΍͍ͨ͢Ίʹউͪଓ͚Δ͜ͱ͕؆୯ʹɼෛ͚Δͱऑ͍

Χʔυ͕૿͑ͯ͠·͏ͨΊʹউͭ͜ͱ͕ࠔ೉ʹͳΔͷ͕͜ͷήʔϜͷେ͖ͳಛ௃Ͱ͋Δɽ

2.3 ϩʔΧϧϧʔϧ

େශຽʹ͸ଟछଟ༷ͷϩʔΧϧϧʔϧ͕ଘࡏ͢Δɽ͜͜Ͱ͸ϧʔϧͷ͏ͪɼҰൠԽ͞Ε

͍ͯΔ΋ͷ΍Α͘࠾༻͞Ε͍ͯΔ΋ͷʹ͍ͭͯઆ໌͢Δɽ

ͳ͓ɼ͜͜Ͱڍ͛ͨϧʔϧ໊΋஍ํʹΑͬͯ͸ผͷ໊લͰݺ͹Ε͍ͯΔ͜ͱ͕͋Δɽ·

ͨɼॻ੶ͳͲͰ͸͜ΕΒͷϧʔϧ͕ڍ͛ΒΕ͍ͯΔ͜ͱ͸΄ͱΜͲͳ͍ɽͦͷͨΊɼ͜͜

(12)

ͳΔɽྫ͑͹Ϋϥϒͷ7ͱδϣʔΧʔΛซͤͯ৔ʹग़ͨ͠৔߹ɼͦͷΧʔυ͸ʮ7ͷ2ຕ

૊ʯͱͯ͠ѻΘΕΔɽ

·ͨɼΧʔυަ׵ͷࡍɼδϣʔΧʔ͸ަ׵͠ͳͯ͘΋ྑ͍ͱ͍͏ϧʔϧ΋͋Δɽ

• ֵ໋

ಉ͡਺ࣈͷΧʔυ͕4ຕಉ࣌ʹग़͞ΕΔ͜ͱͰɼδϣʔΧʔΛআ͍ͨΧʔυͷڧ͕͞൓

స͢Δɽͭ·Γ3͕Ұ൪ڧ͘ɼ2͕Ұ൪ऑ͍ΧʔυͱͳΔɽ4ຕͷதʹ͸δϣʔΧʔؚ͕

·Ε͍ͯͯ΋ߏΘͳ͍͔ɼؚ·Ε͍ͯΔ৔߹͸5ຕҎ্Ͱͳ͚Ε͹ͳΒͳ͍͔ɼͳͲϧʔ ϧʹΑͬͯҟͳΔ৔߹͕͋Δɽ

ޙड़͢ΔγʔΫΤϯεͰֵ໋͕ೝΊΒΕΔ͜ͱ΋͋Δɽͦͷ৔߹ɼຕ਺͸4ຕͰ͸ͳ͘

5ຕͷ͜ͱ΋͋Δɽ·ͨɼֵ໋ͷ৚݅Λຬͨͨ͠৔߹ɼֵ໋ঢ়ଶʹ͢Δ͔Λग़ͨ͠ϓϨΠ Ϡʔ͕બ୒Ͱ͖Δϧʔϧ΋͋Δɽߋʹֵ໋ঢ়ଶͰ࠶ͼֵ໋Λൃੜͤͨ͞৔߹ɼΧʔυͷڧ

͞͸ݩʹ໭Δɽ

• γʔΫΤϯε

ϚʔΫ͕ಉ͡Ͱ5ɼ6ɼ7ͳͲͷΑ͏ʹ਺ࣈ͕3ຕҎ্ଓ͍͍ͯΔΧʔυΛ·ͱΊͯग़͢

͜ͱ͕ग़དྷΔɽ֊ஈɼ࿈൪ͱ΋ݺ͹ΕΔɽ

ͳ͓৔ʹ5ɼ6ɼ7ͷγʔΫΤϯε͕ग़͞Εͨ৔߹ɼ࣍ͷϓϨΠϠʔ͕ग़͢͜ͱ͕ग़དྷΔ ͷ͸6ɼ7ɼ8Ҏ্ͷγʔΫΤϯεͰྑ͍ͷ͔8ɼ9ɼ10Ҏ্ͷγʔΫΤϯεͰͳ͚Ε͹ͳ Βͳ͍͔͕ϧʔϧʹΑͬͯҟͳΔɽ

• ౎མͪ

େ෋߽ΑΓઌʹଞͷϓϨΠϠʔ্͕͕ͬͨ৔߹ɼେ෋߽ͷϓϨΠϠʔ͸ͦͷήʔϜʹࢀ

Ճग़དྷͳ͘ͳΓɼ࣍ͷήʔϜͰڧ੍తʹେශຽͱͳΔɽ౎མ͕ܾͪ·ͬͨ࣌఺ͰήʔϜΛ ऴྃ͢Δ͔ɼଓߦ͢Δ͔͸ϧʔϧʹΑͬͯҟͳΔɽήʔϜΛऴྃ͢Δ৔߹ɼͦͷήʔϜͷ ॱ൪Λٯʹͯ͠֊ڃ෇͚͕ͳ͞ΕΔɽ

• റΓ

લͷਓ͕ग़ͨ͠Χʔυͱಉ͡ϚʔΫͰ͋ͬͨ৔߹ɼ࣍Ҏ߱ͷϓϨΠϠʔ͸ಉ͡ϚʔΫ Ͱͳ͚Ε͹ग़͢͜ͱ͕ग़དྷͳ͘ͳΔɽྫ͑͹લͷϓϨΠϠʔͷग़ͨ͠Χʔυ͕μΠϠͷ5 Ͱɼࣗ෼͕μΠϠͷ7Λग़ͨ͠৔߹ɼ࣍ͷϓϨΠϠʔ͸μΠϠͷ8Ҏ্ͷΧʔυҎ֎͸ग़

͢͜ͱ͕ग़དྷͳ͍ɽϩοΫεʔτͳͲͱ΋ݺ͹ΕΔɽ

ͳ͓ɼಉ͡ϚʔΫ͕2ճͰ͸ͳ͘ɼ3ճଓ͍ͨ৔߹ʹറΓ͕ൃੜ͢Δϧʔϧ΋͋Δɽ·

ͨɼ2ຕҎ্ͷ૊Ͱग़͞ΕͨΧʔυʹରͯ͠͸ɼ2ຕͱ΋ಉ͡ϚʔΫͷ࣌ͷΈద༻͞ΕͨΓ ʢย͠͹ʣɼยํ͕ಉ͡ϚʔΫͷ࣌ʹͦͷϚʔΫ͚͕ͩద༻͞ΕͨΓʢܹ͠͹ʣ͢Δϧʔ

ϧ΋ଘࡏ͢Δɽ

(13)

• ਺ࣈറΓ

લͷਓ͕ग़ͨ͠ΧʔυΑΓ1͚ͭͩڧ͍Χʔυͩͬͨ৔߹ɼ࣍Ҏ߱ͷϓϨΠϠʔ͸ಉ༷

ʹ1͚ͭͩڧ͍Χʔυ͔͠ग़ͤͳ͘ͳΔɽ֊ஈറΓ΍֊ஈͱݺ͹ΕΔ͜ͱ΋͋Δ͕ɼ֊ஈ ͱݺͿ৔߹͸લड़ͷγʔΫΤϯεͱඃΔ͜ͱ͕͋ΔͷͰ஫ҙ͕ඞཁͰ͋Δɽྫ͑͹લͷϓ ϨΠϠʔͷग़ͨ͠Χʔυ͕ϋʔτͷ9Ͱɼࣗ෼͕Ϋϥϒͷ10Λग़ͨ͠৔߹ɼ࣍ͷϓϨΠ Ϡʔ͸ϚʔΫ͸໰Θͣ11ͷΧʔυ͔͠ग़͢͜ͱ͕ग़དྷͳ͍ɽ

ͳ͓ɼͪ͜Β΋2ճଓ͍ͨ৔߹͔ɼ3ճଓ͍ͨ৔߹͔͕ϧʔϧʹΑͬͯҟͳΔɽ റΓͱ਺ࣈറΓ͕ಉ࣌ʹى͜Δ͜ͱ΋͋Γɼͦͷ৔߹͸ಉ͡ϚʔΫͰ1͚ͭͩڧ͍Χʔ υ͔͠ग़ͤͳ͘ͳΔɽ

• εϖʔυ3ฦ͠

δϣʔΧʔ͕୯ಠͰ৔ʹग़͍ͯΔ৔߹ɼεϖʔυͷ3Λग़͢͜ͱͰδϣʔΧʔʹউͭ͜

ͱ͕ग़དྷΔɽ΄ͱΜͲͷϧʔϧʹ͓͍ͯ͜ͷܗͰग़͞Εͨεϖʔυͷ3ͷ্ʹ͸Կ΋ग़͢

͜ͱ͕ग़དྷͣɼ৔͕ྲྀΕΔ͜ͱʹͳΔɽεϖ3ฦ͠ͱ΋ݺ͹ΕΔɽ

εϖʔυͷ3Ͱ͸ͳ͘ɼϚʔΫʹؔΘΒͣ3Λ3ຕͱ͍͏ϧʔϧ΋͋Δɽͪ͜Β͸࠭ཛྷ ͱݺ͹ΕɼδϣʔΧʔҎ֎ʹ΋͋ΒΏΔہ໘Ͱग़͢͜ͱ͕ग़དྷΔͱ͍͏ϧʔϧʹؚ·ΕΔ

৔߹΋͋Δɽ

• 8੾Γ

৔ʹ8͕ग़ͨΒɼͦͷ৔Λྲྀ͠ɼͦͷΧʔυΛग़ͨ͠ਓ͕৽ͨʹ୆ࡳΛग़͢͜ͱ͕ग़ དྷΔɽ8ΛؚΉγʔΫΤϯεʹ͍ͭͯ͸͜ͷϧʔϧ͕ద༻͞ΕΔ͔Ͳ͏͔͕ҟͳΔ৔߹͕

͋Δɽ

஍ҬʹΑͬͯ͸8Ҏ֎ͷ਺ࣈͷΧʔυʹ͜ͷޮՌΛ͍࣋ͨͤͯΔ৔߹͕͋Δɽ

• ൓ଇ

δϣʔΧʔ΍2ɼ্هͷϧʔϧ͕࠾༻͞Ε͍ͯΔ৔߹͸ͦͷΧʔυΛ࠷ޙʹग़্͕ͯͬ͠

ͨ৔߹ɼ൓ଇͱͳΔϧʔϧΛઃ͚Δ͜ͱ΋͋Δɽ͜ͷ৔߹ɼ൓ଇΛ൜ͨ͠ϓϨΠϠʔ͸࣍

ͷήʔϜͰڧ੍తʹେශຽͱͳΔɽͨͩ͠౎མ͕ͪൃੜ͍ͯͨ͠৔߹ɼ౎མͪͷϓϨΠ Ϡʔ͕େශຽͱͳΓɼ൓ଇͨ͠ϓϨΠϠʔ͸ශຽͱͳΔ৔߹΋͋Δɽ·ͨɼֵ໋ঢ়ଶͷ৔

߹͸2Ͱ͸ͳ͘3Ͱ্͕Δ͜ͱͰ൓ଇʹͳΔέʔε΋ଘࡏ͢Δɽ

• ΠϨϒϯόοΫ

(14)

ୈ 3 ήʔϜ৘ใྗֶϞσϧ

ɹຊݚڀͰ͸ɼήʔϜͷ࣌ؒܦաʹΑΔྲྀΕΛՄࢹԽ͢ΔͨΊͷख๏ͱͯ͠ɼྲྀମྗֶʹ ج͍ͮͯߟҊ͞ΕͨήʔϜ৘ใྗֶϞσϧ[2, 3, 4]Λར༻͢Δɽ͜ͷϞσϧΛ༻͍ɼήʔ ϜͷσʔλΛ࢖ͬͯ࡞੒͞ΕͨάϥϑΛࢀরͭͭ͠ɼήʔϜͷߟ࡯Λߦ͏͜ͱͱ͢Δɽ

3.1 ήʔϜ৔ʹ͓͚Δ૬ޓ࡞༻ͷ਺ཧϞσϧ

ήʔϜ৘ใྗֶϞσϧʹ͓͚Δཧ࿦͸ɼྲྀମྗֶʹ͓͚Δڥք૚಺ͷྲྀ଎͕น͔Β֎෦

ྲྀͷͦΕʹͳΔ·ͰͷมԽͷաఔΛήʔϜͱͯ͠؍Δ͜ͱͰɼήʔϜͷ։͔࢝Βऴྃ·Ͱ ͷ࣌ؒܦաΛՄࢹԽͨ͠΋ͷͰ͋Δɽ͜ͷཧ࿦Λ༻͍Δ͜ͱͰɼήʔϜͷ݁Ռ͚ͩͰͳ͘

ͦͷਐߦաఔΛ΋ৄࡉʹཧղɾղऍ͢Δ͜ͱ͕ग़དྷΔΑ͏ʹͳͬͨɽ

͜ͷϞσϧ͸࣍ͷΑ͏ʹදݱ͞Ε͍ͯΔɽ

ξ =ηm (3.1)

͜͜Ͱɼξ͸ήʔϜ݁Ռͷ͔֬͞ɼη͸ແ࣍ݩήʔϜ௕(0≤η≤1)ɼm͸ήʔϜΛಛ௃ͮ

͚Δਖ਼ͷ࣮਺ύϥϝʔλͰ͋Δɽ

3.1.1 ࢼ߹ͷ৘ใΤωϧΪʔ

ήʔϜ৘ใྗֶͰ͸ྗֶͱͷΞφϩδʔΛ༻͍Δ͜ͱʹΑΓɼ৘ใͷ଎౓΍Ճ଎౓ɼྗɼ ΤωϧΪʔͱ͍ͬͨྗֶͷॾ֓೦Λ৘ใੈքʹ͓͍ͯఆٛ͢Δ͜ͱ͕ग़དྷΔɽएྛ[5]ʹ Αͬͯ৘ใӡಈྔͱ৘ใͷྗٴͼΤωϧΪʔͷήʔϜ௕ʹର͢Δґଘੑ͕ݕ౼͞Ε͍ͯ

ΔɽຊݚڀͰ͸͜Εʹै͍ɼ৘ใӡಈΤωϧΪʔͷήʔϜ௕ʹର͢ΔґଘੑΛݕ౼͢Δ͜

ͱͱ͢Δɽ

ͱ͜ΖͰɼແ࣍ݩʹ͓͚Δ৘ใ଎౓͸࣍ͷΑ͏ʹఆٛ͞ΕΔɽ dξ

dη =mηm−1 (3.2)

·ͨɼ৘ใՃ଎౓͸࣍ͷΑ͏ʹఆٛ͞ΕΔɽ d2ξ

2 =m(m−1)ηm−2 (3.3)

(15)

͜͜Ͱɼࣜ(3.2)͸ࣜ(3.1)Λඍ෼ɼࣜ(3.3)͸ࣜ(3.1)Λೋ֊ඍ෼͢Δ͜ͱʹΑΓٻΊΒ Εͨɽ

Ұํɼແ࣍ݩͷ৘ใӡಈΤωϧΪʔEk͸࣍ͷΑ͏ʹఆٛ͞ΕΔɽ Ek = 1

2φ µdξ

2

(3.4)

͞Βʹɼ͜͜Ͱͷ৘ใྲྀମ͕ۉ࣭Ͱ͋ΔͱԾఆ͢Δͱɼແ࣍ݩͷ୯Ґ৘ใ࣭ྔφ= 1Ͱ͋

ΔͷͰɼࣜ(3.4)͸

Ek = 1 2

µdξ dη

2

= 0.5 µdξ

2

(3.5) ͱද͞ΕΔɽ͜͜Ͱɼ৘ใྗֶΤωϧΪʔE͕อଘ͞ΕΔ΋ͷͱԾఆ͢Δͱɼ࣍ͷؔ܎

͕੒Γཱͭͱߟ͑ΒΕΔɽ

Ek+Ep =E =constant (3.6)

͜͜ͰɼEp͸৘ใҐஔΤωϧΪʔͰ͋Δɽ·ͨɼࣜ(3.6)ʹήʔϜ͕ऴྃͨ͠ঢ়ଶͰ͋Δ η=1Λ୅ೖ͢Δ͜ͱʹΑΓɼࣜ(3.6)ӈลͷconstantͷ஋ΛٻΊΔ͜ͱ͕ग़དྷΔɽ

ࣜ(3.5)ͱ(3.6)Λ༻͍Δ͜ͱͰɼEp͸࠷ऴతʹ࣍ͷΑ͏ʹද͞ΕΔɽ Ep =constant−0.5

µdξ dη

2

(3.7)

(16)

ਤ 3.1: ແ࣍ݩ৘ใӡಈΤωϧΪʔEkͱແ࣍ݩήʔϜ௕ηͷؔ܎

ਤ3.1͸৘ใྗֶϞσϧʹ͓͚Δ࣮਺ύϥϝʔλmͷ஋ΛมԽͤͨ͞৔߹ͷEkͱηͷ

ؔ܎Λࣔͨ͠΋ͷͰ͋Δɽmͷ஋͕େ͖͍΄ͲɼEk͸େ͖͘ͳΔ͜ͱ͕ݟͯऔΕΔɽ

(17)

3.2 ແ࣍ݩԽΞυόϯςʔδ

ແ࣍ݩԽΞυόϯςʔδͱ͸ɼήʔϜͷ֤࣌఺͝ͱͷධՁ஋Λ૯ධՁ஋Ͱਖ਼نԽͨ͠΋

ͷͰ͋Δɽ͜ΕΛ༻͍Δ͜ͱͰɼήʔϜͷউऀ(ഊऀ)ͷ༏Ґ(ྼ੎)ঢ়گͷ࣌ؒਪҠΛ਺

஋ʹΑΓදݱ͢Δ͜ͱ͕ग़དྷΔɽͳ͓ɼ͜͜Ͱ͸উऀʹΞυόϯςʔδ͕ଘࡏ͢Δ৔߹Λ ਖ਼ɼഊऀʹΞυόϯςʔδ͕ଘࡏ͢Δ৔߹Λෛͱఆٛ͢Δɽ

ແ࣍ݩԽΞυόϯςʔδα͸࣍ͷΑ͏ʹఆٛ͞ΕΔɽ α(η) = ADV(η)

ACT(1) (3.8)

͜͜ͰɼADV(η)͸೚ҙͷηʹ͓͚ΔΞυόϯςʔδɼACT(η)͸೚ҙͷη·Ͱͷ૯Ξυ όϯςʔδΛද͢ɽACT(1)͸ήʔϜશମͷ૯ΞυόϯςʔδͰ͋Δɽ

ACT(η)͸ΑΓҰൠతʹ࣍ͷΑ͏ʹఆٛ͞ΕΔɽ

ACT(η) =A³n N

´=

n

X

i=1

|ADV(i)−ADV(i−1)| (3.9)

͜͜Ͱɼn͸ݱࡏͷࢦ͠ख਺ɼN͸ήʔϜऴྃ࣌ͷ૯ࢦ͠ख਺Λද͢ɽΑͬͯɼη= Nn ͸ ແ࣍ݩήʔϜ௕Λද͢ɽ

3.3 উ཰

উ཰ͱ͸ɼ྆ϓϨΠϠʔؒͷ૬ରత༏ྼͷਪҠΛ਺஋ʹΑΓදݱͨ͠΋ͷͰ͋Δɽ͜͜

Ͱɼউऀͷউ཰p1(η)ɼഊऀͷউ཰p2(η)͸ͦΕͧΕ࣍ͷΑ͏ʹఆٛ͞ΕΔɽ p1(η) = 0.5 + α(η)

2 (3.10)

p2(η) = 0.5− α(η)

2 (3.11)

3.4 ήʔϜ݁Ռͷ͔֬͞

ήʔϜ݁Ռͷ͔֬͞ξ͸࣍ͷΑ͏ʹఆٛ͞ΕΔ[2, 3, 4, 5, 6]ɽ

(18)

ୈ 4 5 ਓରઓʹ͓͚ΔେශຽήʔϜͷ

෼ੳ

ɹຊষͰ͸࣮ࡍʹେශຽΛϓϨΠ͠ɼಘΒΕͨσʔλΛήʔϜ৘ใྗֶΛ༻͍ͯ෼ੳɼߟ

࡯͢Δɽ

4.1 ෼ੳख๏

͜Ε·ͰήʔϜ৘ใྗֶϞσϧΛར༻ͯ͠෼ੳ͞Ε͖ͯͨήʔϜ͸ɼকع[5]΍ॊಓ[6]

ͳͲ1ର1Ͱ૪ΘΕΔ΋ͷ͕ର৅Ͱ͋ͬͨɽࠓճɼଟਓ਺ήʔϜΛ෼ੳ͢Δʹ͋ͨͬͯҎ Լʹड़΂ΔΑ͏ͳ৽ͨͳ෼ੳख๏Λಋೖ͢Δඞཁ͕͋Δɽ

ຊݚڀͰ͸ɼଟਓ਺ͰߦΘΕͨήʔϜ͸શͯ1ର1ͰߦΘΕͨখήʔϜͷू߹Ͱ͋Δͱ ଊ͑ɼͦͷখήʔϜ1ͭ1ͭʹରͯ͠෼ੳΛߦ͏ͱ͍͏ख๏Λ༻͍ͨɽྫ͑͹ήʔϜͷϓ ϨΠϠʔ਺͕5ਓͰ͋ͬͨ৔߹ɼશ෦Ͱ5C2 = 10௨ΓͷখήʔϜ͕ଘࡏ͢Δɽ͜ΕΒ10 ݸͷখήʔϜશͯΛήʔϜ৘ใྗֶϞσϧΛ༻͍ͯ෼ੳ͢Δ͜ͱʹΑΓɼݩͷήʔϜશମ Λཧղ͢Δ͜ͱΛࢼΈͨΘ͚Ͱ͋Δɽ

ͳ͓ɼήʔϜ௕ηʹ͍ͭͯ͸1ճͷΈͷରઓͷ৔߹͸উऀ͕উརͨ͠ॠؒΛɼ5ճ࿈ଓ ରઓͷ৔߹͸࠷ऴείΞ͕ܾఆͨ͠ॠؒΛ1ͱఆٛ͠ɼ͜ΕΛ΋ͬͯήʔϜͷऴྃͱͨ͠ɽ ઌߦͯ͠ൃදͨ͠จݙ[2, 3]Ͱ͸1ճͷΈͷରઓͷ৔߹΋࠷ऴείΞ͕ܾఆͨ͠ॠؒΛ1 ͱఆ͕ٛͨ͠ɼ͜ͷఆٛͰ͸ҎԼͷ໰୊͕ൃੜͨ͠ɽ

• ྆ऀͷউෛ͕ऴΘͬͨޙ΋ଞϓϨΠϠʔͷରઓ͕ଓͨ͘Ίɼηͷ్தͰ࠷ऴධՁ͕

ܾ·ͬͯ͠·͏

• উऀ্͕͕ͬͨޙʹഊऀଆʹ఺਺͕ೖͬͯ͠·͍ɼܾண͕͍ͭͨޙʹ௥্͍͛ΒΕ

ͯ͠·͏ͱ͍͏෼ੳ݁ՌʹͳΔ

4.2 1 ճରઓʹΑΔήʔϜ݁Ռͷ෼ੳ

͜͜Ͱ͸ɼલ߲Ͱಋೖͨ͠෼ੳख๏ʹԊͬͯ5ਓͰ1ճߦΘΕͨେශຽͷήʔϜ݁Ռʹ

͍ͭͯ෼ੳΛߦ͏ɽήʔϜͷৄࡉ͸ҎԼͷ௨ΓͰ͋Δɽ

• ϓϨΠϠʔ͸ਓؒ1໊ͱίϯϐϡʔλ4໊ͷܭ5໊

(19)

• Χʔυͷ഑Γํ͸ਓ͔ؒΒ༏ઌ

• റΓɾγʔΫΤϯε͋Γ

• ୭্͔͕͕ͬͨ৔߹΋৔͸ଓߦ

• ϓϨΠϠʔ্͕͕ͬͨॱ൪ʹԠͯ͡ॱҐΛ͚ͭΔ

• ͦͷଞͷϧʔϧʹ͍ͭͯ͸UECඪ४ϧʔϧ(෇࿥A)ͱ΄΅ಉ༷

͜ͷϧʔϧͰήʔϜΛߦ͏ʹ͋ͨΓɼରઓϓϩάϥϜʹ͸̙ශຽ[13]Λ༻͍ͨɽήʔϜ தͷ఺਺ܭࢉʹ͍ͭͯ΋͜ͷϓϩάϥϜͷํࣜʹैͬͯߦ͏ɽ

4.2.1 ෼ੳ݁Ռ

ද4.1ͷήʔϜͷ݁Ռ͸ҎԼͷΑ͏ʹͳͬͨɽ 1ҐɿCom.3

2ҐɿHuman 3ҐɿCom.1 4ҐɿCom.2 5ҐɿCom.4

Ҏޙɼ͜ͷήʔϜΛ10ݸͷখήʔϜʹ෼ղ͠ɼͦΕͧΕ෼ੳΛߦ͏ɽ͜͜Ͱ͸1ͭͷ ήʔϜʹ͍ͭͯৄࡉʹ෼ੳΛߦ͏ɽͦΕҎ֎ͷσʔλʹ͍ͭͯ͸෇࿥Bʹࣔͨ͠ɽ

(20)

ද 4.1: 5ਓͷϓϨΠϠʔʹΑΔେශຽͷήʔϜείΞͷਪҠ

Move No. Human Com.1 Com.2 Com.3 Com.4

0 0 0 0 0 0

1 10 0 0 0 0

2 10 20 0 0 0

3 10 20 50 0 0

4 10 20 50 70 0

5 10 20 50 70 160

6 10 20 140 70 160

7 10 20 140 200 160

8 10 20 140 800 160

9 10 20 140 1130 160

10 10 20 140 1490 160

11 10 20 140 5650(্͕Γ) 160

12 10 20 140 5650 250

13 120 20 140 5650 250

14 120 20 140 5650 380

15 120 20 140 5650 440

16 120 20 140 5650 590

17 330 20 140 5650 590

18 360 20 140 5650 590

19 360 60 140 5650 590

20 360 60 210 5650 590

21 540 60 210 5650 590

22 580 60 210 5650 590

23 580 110 210 5650 590

24 580 110 370 5650 590

25 580 110 430 5650 590

26 860 110 430 5650 590

27 990 110 430 5650 590

28 3230(্͕Γ) 110 430 5650 590

29 3230 140 430 5650 590

30 3230 140 510 5650 590

31 3230 230 510 5650 590

32 3230 310 510 5650 590

33 3230 610 510 5650 590

34 3230 730 510 5650 590

35 3230 860 510 5650 590

36 3230 2080(্͕Γ) 510 5650 590

37 3230 2080 630 5650 590

38 3230 2080 810(্͕Γ) 5650 590

39 3230 2080 810 5650 -410

(21)

Human vs. Com.1ͷখήʔϜͷ෼ੳ

2ҐͷHumanͱ3ҐͷCom.1ͷࢼ߹݁Ռʹ͍ͭͯߟ࡯͢Δɽ͜ͷখήʔϜͷউऀ͸

HumanͰ͋ͬͨɽ Ξυόϯςʔδ

ਤ 4.1: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩήʔϜ௕ηͷؔ܎(Human vs. Com.1)

ਤ4.1ΑΓɼ࣍ͷ͜ͱ͕ݟͯऔΕΔɽ

• η͕0.45෇͔ۙΒগͣͭ͠উऀ(Human)ʹΞυόϯςʔδ͕ݱΕ࢝Ίͨɽ

• η͕1(ήʔϜऴྃ࣌)Ͱ͸উऀ͕ѹ౗తͳΞυόϯςʔδΛಘ͍ͯΔɽ

(22)

উ཰

ਤ 4.2: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕ηͷؔ܎(Human vs. Com.1)

ਤ4.2ΑΓɼ࣍ͷ͜ͱ͕ݟͯऔΕΔɽ

• η͕0.6෇ۙͰ྆ϓϨΠϠʔؒͷউ཰ʹ͕ࠩ໌֬ʹݱΕ࢝ΊΔɽ

• η͕0.9͔Βউ཰͕ٸܹʹมԽ͍ͯ͠Δɽ

(23)

ήʔϜ݁Ռͷ͔֬͞

ਤ 4.3: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔϜ௕ηͷؔ܎(Human vs. Com.1)

ਤ4.3ΑΓɼ࣍ͷ͜ͱ͕ݟͯऔΕΔɽ

• η͕0.6खલ·Ͱ͸ξʹมԽ͕΄ͱΜͲͳ͍ɽ

• η͕1ʹͳΔ௚લͰٸܹʹξ͕มԽ͍ͯ͠Δɽ

ͭ·Γɼ͜ͷήʔϜͰ͸η͕0.6෇͔ۙΒήʔϜ͕ಈ͖࢝Ίɼ1ʹۙ෇͘ʹͭΕͯήʔ Ϝͷউഊ͕ٸܹʹఆ·ͬͨͱߟ͑ΒΕΔɽ

(24)

ήʔϜ৘ใྗֶϞσϧͷద༻

ਤ 4.4: HumanͱCom.1ͷରઓʹର͢ΔήʔϜ৘ใྗֶϞσϧʹΑΔۙࣅ

ਤ4.4ʹ͓͍ͯɼ੨৭ͷۂઢ͸ਤ4.3ͱಉ͡΋ͷͰ͋Γɼ͜Εʹରͯ͠੺৭ͷۂઢ͸࠷

খೋ৐๏Λ༻͍ͯඳ͍ͨɼࣜ(3.1)ʹ͓͍ͯm= 25ͱஔ͍ͨۙࣅۂઢͰ͋Δɽ

͜ͷۙࣅۂઢΑΓɼ৘ใ଎౓ɼ৘ใՃ଎౓ɼٴͼ৘ใྗֶΤωϧΪʔ͸ҎԼͷΑ͏ʹٻ ΊΒΕΔɽ

dη = 25η24 (4.1)

d2ξ

2 = 600η23 (4.2)

Ek = 0.5(25η24)2 = 312.5η48 (4.3)

E = constant= 312.5 (4.4)

Ep = 312.5−312.5η48= 312.5(1−η48) (4.5)

(25)

৘ใྗֶΤωϧΪʔ

ਤ 4.5: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ௕ηͷؔ܎(Human vs. Com.1)

ਤ4.5ΑΓɼ࣍ͷ͜ͱ͕ݟͯऔΕΔɽ

• η͕0.9෇ۙ·Ͱ͸ҐஔΤωϧΪʔ͕ӡಈΤωϧΪʔʹ͸΄ͱΜͲม׵͞Ε͍ͯͳ͍ɽ

• η͕0.95෇͔ۙΒҐஔΤωϧΪʔ͕ٸܹʹӡಈΤωϧΪʔʹม׵͞Ε͍ͯΔɽ͜Ε

͸ήʔϜͷྲྀΕ͕͜ͷஈ֊ʹདྷͯҰؾʹܾணʹ޲͔ͬͨ͜ͱΛ͍ࣔࠦͯ͠Δɽ

• η͕໿0.98ͷ஍఺͕྆ΤωϧΪʔۂઢͷަ఺ͱͳ͍ͬͯΔɽ

͜ͷΑ͏ʹɼήʔϜͷྲྀΕʹैͬͯҐஔΤωϧΪʔ͕ӡಈΤωϧΪʔʹม׵͞Ε͍ͯΔ

༷ࢠ͕Θ͔Δɽͳ͓ɼަ఺͸ԿΒ͔ͷ෺ཧతҙຯΛ͍࣋ͬͯΔͱߟ͍͑ͯΔ͕ɼະͩ݁࿦

(26)

4.2.2 ߟ࡯

খήʔϜͷ݁ՌΛҎԼʹࣔ͢ɽ Humanɿ3উ1ഊ

Com.1ɿ2উ2ഊ Com.2ɿ1উ3ഊ Com.3ɿ4উ0ഊ Com.4ɿ0উ4ഊ

͜ͷ݁Ռ͸ήʔϜશମͷ݁ՌͱҰக͍ͯ͠ΔɽΑͬͯଟਓ਺ʹ͓͚ΔήʔϜ݁Ռʹ͍ͭ

ͯ΋ɼখήʔϜͷू߹ͱ؍ͯ෼ੳΛ͢Δ͜ͱͷଥ౰ੑ͕໌Β͔ͱͳͬͨɽͳͥͳΒ͹ɼখ ήʔϜͷ݁Ռ͕ήʔϜશମͷ݁Ռͱಉ͡Ͱ͋Ε͹ɼখήʔϜͷ෼ੳ݁Ռ͸ήʔϜશମͷ෼

ੳ݁Ռͱಉ͡Ͱ͋Δͱߟ͑ΒΕΔ͔ΒͰ͋Δɽ

ද 4.2: ֤খήʔϜʹ͓͚Δ৘ใྗֶϞσϧͷύϥϝʔλmͷ஋ͷൺֱ

mͷ஋ Com.3

Com.3 Human

Human 11 Com.1

Com.1 11 25 Com.2

Com.2 13 46 66 Com.4

Com.4 13 59 78 128

ද 4.3: ֤খήʔϜʹ͓͚Δ৘ใྗֶΤωϧΪʔEͷ஋ͷൺֱ

Eͷ஋ Com.3

Com.3 Human

Human 60.5 Com.1

Com.1 60.5 312.5 Com.2

Com.2 84.5 1058 2178 Com.4

Com.4 84.5 1740.5 3042 8192

ද4.2͸֤খήʔϜʹ͓͚Δ৘ใྗֶϞσϧͷύϥϝʔλmͷ஋ɼද4.3͸͔ͦ͜Βٻ ΊΒΕͨ৘ใྗֶΤωϧΪʔEͷ஋Λ·ͱΊͨ΋ͷͰ͋Δɽ

͜ͷ݁Ռʹ͍ͭͯɼҎԼͷ͜ͱ͕ݴ͑Δɽ

• Com.3͸શͯͷϓϨΠϠʔʹର͠ɼඇৗʹখ͞ͳmͱEͷ஋Ͱউར͍ͯ͠Δɽ

(27)

• ϓϨΠϠʔͷॱҐ͕Լ͕ΔʹͭΕɼmͱEͷ஋͕େ͖͘ͳ͍ͬͯΔɽ

• ͋ΔϓϨΠϠʔ͔Βݟͨରઓ૬खͷॱҐ͕Լ͕ΔʹͭΕɼmͱEͷ஋͕େ͖͘ͳͬ

͍ͯΔɽ

͜ΕΒͷཧ༝ʹ͍ͭͯɼද4.1ͷ֤খήʔϜͷείΞͷਪҠΛࢀর͠ͳ͕Βߟ࡯͢Δɽ

·ͣ1ͭ໨ͷ߲໨ʹ͍ͭͯɼ֤খήʔϜʹ͓͍ͯCom.3͸ଞͷϓϨΠϠʔʹൺ΂ͯѹ౗త ʹউͪൈ͚͍ͯͨͨΊɼήʔϜ݁Ռ͕ૣظʹ൑໌ͨͨ͠ΊʹmͱEͷ஋͕খ͘͞ͳͬͨ΋

ͷͱߟ͑ΒΕΔɽ2ͭ໨Ҏ߱ͷ߲໨ʹ͍ͭͯ͸ɼॱҐ͕ԼͩͬͨϓϨΠϠʔ΄Ͳ࣮͸ং൫

͸༗རʹήʔϜΛਐΊ͍ͯͨ͜ͱ͕ͦͷཧ༝Ͱ͋Δͱߟ͑ΒΕΔɽಛʹCom.2ͱCom.4 ͷখήʔϜ͸ɼCom.2͕࠷ޙͷ࠷ޙͰେٯసͨ͠ͷͰɼmͱEͷ஋͕ඇৗʹେ͖͍΋ͷ ͱͳͬͨɽ

͜ΕΒͷ݁Ռɼ࣍ͷΑ͏ͳ݁࿦Λಋ͘͜ͱ͕Ͱ͖Δɽ

• ϫϯαΠυήʔϜɼͭ·Γ྆ϓϨΠϠʔͷΞυόϯςʔδ͕ҰํʹภΔΑ͏ͳήʔ Ϝͷ৘ใྗֶΤωϧΪʔEͷ஋͸খ͘͞ͳΔɽ

• γʔιʔήʔϜɼͭ·Γ྆ϓϨΠϠʔͷΞυόϯςʔδ͕ަޓʹมΘΔΑ͏ͳήʔ Ϝͷ৘ใྗֶΤωϧΪʔEͷ஋͸େ͖͘ͳΔɽ

• ྆ϓϨΠϠʔͷϨϕϧ͕Լ͕Δ΄ͲήʔϜ͸፰߅͢Δ܏޲͕ݦஶͱͳΓɼ݁Ռ৘ใ

ྗֶΤωϧΪʔEͷ஋͕େ͖͘ͳΔɽ

ͳ͓ɼएྛʹΑΔকعΛ୊ࡐͱ࣮ͨ͠ݧ[5]Ͱ͸৘ใྗֶΤωϧΪʔEͷ஋͸େ͖ͯ͘

΋80ఔ౓Ͱ͕͋ͬͨɼ͜ͷ࣮ݧͰ͸࠷େͰ8000Ҏ্΋ͷEͷ஋Λࣔͨ͠ɽ͔͜͜Βɼଟ ਓ਺ήʔϜͰ͸1ର1ͷήʔϜʹൺ΂ɼ৘ใྗֶΤωϧΪʔEͷ஋͕େ͖͘ͳΔ܏޲͕

͋Δͱߟ͑ΒΕΔɽ

(28)

4.3 5 ճ࿈ଓରઓʹΑΔେශຽήʔϜͷ෼ੳ

ଓ͍ͯɼ5ਓͰ5ճ࿈ଓͰߦΘΕͨେශຽͷήʔϜ݁Ռʹ͍ͭͯ෼ੳΛߦ͏ɽήʔϜͷ

ৄࡉ͸ҎԼͷ௨ΓͰ͋Δɽ

• ϓϨΠϠʔ͸ਓؒ1໊ͱίϯϐϡʔλ4໊ͷܭ5໊

• Χʔυͷ഑Γํ͸ਓ͔ؒΒ༏ઌ

• റΓɾγʔΫΤϯε͋Γ

• ୭্͔͕͕ͬͨ৔߹΋৔͸ଓߦ

• 5ճ໨ͷήʔϜऴྃ࣌ͷείΞʹΑͬͯॱҐΛ͚ͭΔ

• ͦͷଞͷϧʔϧʹ͍ͭͯ͸UECඪ४ϧʔϧ(෇࿥A)ͱ΄΅ಉ༷

ήʔϜͷείΞͱ݁Ռʹ͍ͭͯ͸෇࿥C.1ʹɼ֤খήʔϜͷ෼ੳσʔλʹ͍ͭͯ͸෇࿥

C.2Ҏ߱ʹࣔͨ͠ɽ

4.3.1 ߟ࡯

খήʔϜͷ݁ՌΛҎԼʹࣔ͢ɽ Humanɿ4উ0ഊ

Com.1ɿ2উ2ഊ Com.2ɿ1উ3ഊ Com.3ɿ3উ1ഊ Com.4ɿ0উ4ഊ

͜ͷ݁Ռ͸ήʔϜશମͷ݁ՌͱҰக͓ͯ͠Γɼ෼ੳ݁Ռ͸ଥ౰Ͱ͋Δͱݴ͑Δɽ ද 4.4: ֤খήʔϜʹ͓͚Δ৘ใྗֶϞσϧͷύϥϝʔλmͷ஋ͷൺֱ

mͷ஋ Human

Human Com.3

Com.3 5 Com.1

Com.1 3 21 Com.2

Com.2 3 14 439 Com.4

Com.4 2 7 379 718

(29)

ද 4.5: ֤খήʔϜʹ͓͚Δ৘ใྗֶΤωϧΪʔEͷ஋ͷൺֱ

Eͷ஋ Human

Human Com.3

Com.3 12.5 Com.1

Com.1 4.5 220.5 Com.2

Com.2 4.5 98 96360.5 Com.4

Com.4 2 24.5 71820.5 257762

ද4.4͸֤খήʔϜʹ͓͚Δ৘ใྗֶϞσϧͷύϥϝʔλmͷ஋ɼද4.5͸͔ͦ͜Βٻ ΊΒΕͨ৘ใྗֶΤωϧΪʔEͷ஋Λ·ͱΊͯࣔͨ͠΋ͷͰ͋Δɽ

͜ͷ݁Ռʹ͍ͭͯɼҎԼͷ͜ͱ͕ݴ͑Δɽ

• Human͸શͯͷϓϨΠϠʔʹର͠ɼඇৗʹখ͞ͳmͱEͷ஋Ͱউར͍ͯ͠Δɽ

• ϓϨΠϠʔͷॱҐ͕Լ͕ΔʹͭΕɼmͱEͷ஋͕େ͖͘ͳ͍ͬͯΔɽ

• ͋ΔϓϨΠϠʔ͔Βݟͨରઓ૬खͷॱҐ͕Լ͕ΔʹͭΕɼmͱEͷ஋͕খ͘͞ͳͬ

͍ͯΔɽ

͜ΕΒ͸1ҐͷϓϨʔϠʔ͸1ճରઓͰߦͬͨ෼ੳ݁Ռͱಉ༷Ͱ͋Δ͜ͱΛ͍ࣔͯ͠Δɽ

͜ͷ͜ͱ͔Βɼ͜ͷήʔϜͰ͸1Ґ͕ѹ౗తͳࠩΛ͚ͭͯউརͨ͜͠ͱʹՃ͑ͯɼ3ͭ໨

ͷ߲໨͔ΒॱҐ্͕ͷϓϨΠϠʔ͕ॱ౰ʹԼҐͷϓϨΠϠʔΛѹ౗͠ͳ͕ΒήʔϜΛਐ Ί͍ͯͨ΋ͷͱߟ͑ΒΕΔɽ

ҰํɼήʔϜ৘ใྗֶΤωϧΪʔEͷ஋ΛݟΔͱɼখ͍͞έʔε͸2͔Βɼେ͖͍έʔ

ε͸257762·Ͱɼඇৗʹ෯͕޿͕͍ͬͯΔɽಛʹ3ҐҎԼͷରઓ͸શͯ5ܻͷ਺ࣈΛه࿥

͓ͯ͠Γɼ4Ґͱ5Ґʹࢸͬͯ͸6ܻʹ΋๲Ε্͕ͬͨɽલήʔϜͰউརͨ͠ϓϨΠϠʔ΄

Ͳ࣍ͷήʔϜͰ΋উͪ΍͘͢ɼٯʹෛ͚ͯ͠·͏ͱউ্͕ͪΔͷ͸೉͍͠ͱ͍͏େශຽͷ ήʔϜੑΛ౿·͑Δͱɼ͜ͷ෼ੳ݁Ռ͸֓Ͷେශຽͷಛ௃Λ୅ห͍ͯ͠Δͱߟ͑ΒΕΔɽ

·ͨɼ1ճରઓͷ࣌ͱಉ༷ʹԼҐͷϓϨΠϠʔಉ࢜ͷରઓ͸ΤωϧΪʔ͕େ͖͘ͳΓ΍

͍͢͜ͱ͔ΒɼԼҐϓϨΠϠʔؒͷখήʔϜ͸ൺֱత፰߅͢Δ͜ͱ͕ଟ͘ɼॱҐ΋ԼҐϓ ϨΠϠʔؒͰมಈ͢Δ͜ͱ͕ଟ͘ͳΓ͕ͪͰ͋Δ΋ͷͱߟ͑ΒΕΔɽ

(30)

ୈ 5 4 ਓରઓʹ͓͚ΔେශຽήʔϜͷ

෼ੳ

ɹຊষͰ͸ਓ਺Λมߋͯ͠4໊ͷϓϨΠϠʔͰେශຽΛϓϨΠ͠ɼಘΒΕͨσʔλʹ͍ͭ

ͯ෼ੳɼݕূΛߦ͏ɽ

5.1 1 ճରઓʹΑΔήʔϜ݁Ռͷ෼ੳ

͜͜Ͱ͸ɼ4ਓͰ1ճߦΘΕͨେශຽͷήʔϜ݁Ռʹ͍ͭͯ෼ੳΛߦ͏ɽήʔϜͷৄࡉ

͸ҎԼͷ௨ΓͰ͋Δɽ

• ϓϨΠϠʔ͸ਓؒ1໊ͱίϯϐϡʔλ3໊ͷܭ4໊

• Χʔυͷ഑Γํ͸ਓ͔ؒΒ༏ઌ

• Ұ൪࠷ॳͷϓϨΠϠʔ͸μΠϠͷ3ɼ͋Δ͍͸μΠϠͷ3ΛؚΉෳ਺ͷΧʔυ͔͠

ग़ͯ͠͸͍͚ͳ͍

• റΓɾγʔΫΤϯε͋Γ

• ୭্͔͕͕ͬͨ৔߹΋৔͸ଓߦ

• ϓϨΠϠʔ্͕͕ͬͨॱ൪ʹԠͯ͡ॱҐΛ͚ͭΔ

• ͦͷଞͷϧʔϧʹ͍ͭͯ͸UECඪ४ϧʔϧ(෇࿥A)ͱ΄΅ಉ༷

͜ͷϧʔϧͰήʔϜΛߦ͏ʹ͋ͨΓɼରઓϓϩάϥϜʹ͸Poverty/Win[14]Λ༻͍ͨɽ

·ͨɼήʔϜͷείΞͱ݁Ռʹ͍ͭͯ͸෇࿥D.1ʹࣔͨ͠ɽ

5.1.1 ߟ࡯

খήʔϜͷ݁ՌΛҎԼʹࣔ͢ɽ Humanɿ3উ0ഊ

Com.1ɿ1উ2ഊ Com.2ɿ0উ3ഊ

(31)

Com.3ɿ2উ1ഊ

͜ͷ݁Ռ͸ήʔϜશମͷ݁ՌͱҰக͓ͯ͠Γɼ෼ੳ݁Ռ͸ଥ౰Ͱ͋Δͱݴ͑Δɽ ද 5.1: ֤খήʔϜʹ͓͚Δ৘ใྗֶϞσϧͷύϥϝʔλmͷ஋ͷൺֱ

mͷ஋ Human

Human Com.3

Com.3 33 Com.1

Com.1 66 117 Com.2

Com.2 21 61 29

ද 5.2: ֤খήʔϜʹ͓͚Δ৘ใྗֶΤωϧΪʔEͷ஋ͷൺֱ

Eͷ஋ Human

Human Com.3

Com.3 544.5 Com.1

Com.1 2178 6844.5 Com.2

Com.2 220.5 1860.5 420.5

ද5.1͸֤খήʔϜʹ͓͚Δ৘ใྗֶϞσϧͷύϥϝʔλmͷ஋ɼද5.2͸͔ͦ͜Βٻ ΊΒΕͨ৘ใྗֶΤωϧΪʔEͷ஋Λ·ͱΊͯࣔͨ͠΋ͷͰ͋Δɽ

͜ͷ݁Ռʹ͍ͭͯɼҎԼͷ͜ͱ͕ݴ͑Δɽ

• HumanରCom.1ɼCom.1ରCom.3ɼCom.3ରCom.2ͷ৘ใྗֶΤωϧΪʔE͕େ

͖͍ɽ

• ৘ใྗֶΤωϧΪʔEͷ஋Λද4.3ͱൺֱ͢Δͱɼ࠷େ஋͸খ͘͞ɼ࠷খ஋͸େ͖͍ɽ 1ͭ໨ͷ߲໨͔Βɼং൫͸Com.1͕༗རʹਐΊ͍ͯͨͱߟ͑ΒΕΔɽ·ͨɼHumanͷ

֤খήʔϜʹ͓͚Δ৘ใྗֶΤωϧΪʔΤωϧΪʔE͕ද4.3ͱൺֱͯ͠େ͖͍͜ͱ͔

(32)

5.2 5 ճ࿈ଓରઓʹΑΔେශຽήʔϜͷ෼ੳ

ଓ͍ͯɼ4ਓͰ5ճ࿈ଓͰߦΘΕͨେශຽͷήʔϜ݁Ռʹ͍ͭͯ෼ੳΛߦ͏ɽήʔϜͷ

ৄࡉ͸ҎԼͷ௨ΓͰ͋Δɽ

• ϓϨΠϠʔ͸ਓؒ1໊ͱίϯϐϡʔλ3໊ͷܭ4໊

• Χʔυͷ഑Γํ͸ਓ͔ؒΒ༏ઌ

• Ұ൪࠷ॳͷϓϨΠϠʔ͸μΠϠͷ3ɼ͋Δ͍͸μΠϠͷ3ΛؚΉෳ਺ͷΧʔυ͔͠

ग़ͯ͠͸͍͚ͳ͍

• റΓɾγʔΫΤϯε͋Γ

• ୭্͔͕͕ͬͨ৔߹΋৔͸ଓߦ

• 5ճ໨ͷήʔϜऴྃ࣌ͷείΞʹΑͬͯॱҐΛ͚ͭΔ

• ͦͷଞͷϧʔϧʹ͍ͭͯ͸UECඪ४ϧʔϧ(෇࿥A)ͱ΄΅ಉ༷

ήʔϜͷείΞͱ݁Ռʹ͍ͭͯ͸෇࿥D.2ʹࣔͨ͠ɽ

5.2.1 ߟ࡯

খήʔϜͷ݁ՌΛҎԼʹࣔ͢ɽ Humanɿ3উ0ഊ

Com.1ɿ1উ2ഊ Com.2ɿ2উ1ഊ Com.3ɿ0উ3ഊ

͜ͷ݁Ռ͸ήʔϜશମͷ݁ՌͱҰக͓ͯ͠Γɼ෼ੳ݁Ռ͸ଥ౰Ͱ͋Δͱݴ͑Δɽ ද 5.3: ֤খήʔϜʹ͓͚Δ৘ใྗֶϞσϧͷύϥϝʔλmͷ஋ͷൺֱ

mͷ஋ Human

Human Com.3

Com.2 209 Com.1

Com.1 136 520 Com.2

Com.3 1 3 1

(33)

ද 5.4: ֤খήʔϜʹ͓͚Δ৘ใྗֶΤωϧΪʔEͷ஋ͷൺֱ

Eͷ஋ Human

Human Com.3

Com.2 21840.5 Com.1

Com.1 9248 135200 Com.2

Com.3 0.5 4.5 0.5

ද5.3͸֤খήʔϜʹ͓͚Δ৘ใྗֶϞσϧͷύϥϝʔλmͷ஋ɼද5.4͸͔ͦ͜Βٻ ΊΒΕͨ৘ใྗֶΤωϧΪʔEͷ஋Λ·ͱΊͯࣔͨ͠΋ͷͰ͋Δɽ

͜ͷ݁Ռʹ͍ͭͯɼҎԼͷ͜ͱ͕ݴ͑Δɽ

• Com.3ͷ֤খήʔϜʹ͓͚Δ৘ใྗֶΤωϧΪʔE͕ඇৗʹখ͘͞ɼͦΕҎ֎ͷখ

ήʔϜͷE͸શମతʹେ͖͍ɽ

• ৘ใྗֶΤωϧΪʔEͷ஋Λද4.5ͱൺֱ͢Δͱɼ࠷େ஋΋࠷খ஋΋খ͍͞ɽ 1ͭ໨ͷ߲໨͔Βɼ͜ͷήʔϜͰ͸ऴ࢝Com.3͕ෛ͚ଓ͚͍ͯͨͱߟ͑ΒΕΔɽ·ͨɼ

Human΋࠷ޙͷήʔϜͰ࠷ԼҐʹͳͬͨͨΊʹଞϓϨΠϠʔͱͷ͕ࠩॖ·ͬͯ͠·͍ɼ݁

Ռͱͯ͠ΤωϧΪʔ͕શମతʹେ͖͘ͳͬͨͱߟ͑ΒΕΔɽ

Ұํɼ৘ใྗֶΤωϧΪʔEͷ஋ʹ͍ͭͯ͸Com.1ରCom.3ͷ135200͕࠷େɼHuman ରCom.3ٴͼCom.1ରCom.3ͷ0.5͕࠷খͰ͋ͬͨɽද4.4ͱൺֱ͢Δͱ࠷େ஋͸େ͖

͘Լ͕͍ͬͯΔ͕ɼ࠷খ஋͸΄΅มΘ͍ͬͯͳ͍ɽ͜ͷ݁ՌͱେශຽͷήʔϜੑΛ౿·͑

ͯߟ͑Δͱɼ৘ใྗֶΤωϧΪʔEͷ࠷େ஋͸ϓϨΠϠʔ਺ʹΑͬͯऔΓ͏Δ෯͕มಈ

͢Δ͕ɼ࠷খ஋͸ඇৗʹখ͍͞஋Ͱऩଋ͢Δ܏޲͕͋Δͱߟ͑ΒΕΔɽ

(34)

ୈ 6 ͓ΘΓʹ

6.1 ·ͱΊ

ຊݚڀΛ௨ͯ͠ɼ·ͣଟਓ਺ήʔϜΛήʔϜ৘ใྗֶϞσϧʹΑͬͯ෼ੳ͢Δʹ͋ͨ

Γɼ1ͭͷήʔϜΛෳ਺ͷখήʔϜͷू߹ͱͯ͠ଊ͑Δ͜ͱʹΑͬͯ෼ੳ͢Δ͜ͱ͸Մೳ

Ͱ͋Δ͜ͱ͕ূ໌͞Εͨɽຊݚڀͷख๏Ͱ͋Δଟਓ਺ήʔϜΛ1ର1ͷখήʔϜʹ෼ղ͠ɼ

ͦΕͧΕ෼ੳΛߦ͏͜ͱͰ֤छ෼ੳ݁Ռ͔Β֤ϓϨΠϠʔؒͷήʔϜதͷ༏ྼΛࣔ͢͜

ͱ͕ग़དྷͨɽจݙ[9]ͷݚڀใࠂͱ߹Θͤͯɼଟਓ਺ήʔϜΛ୊ࡐͱ͢ΔݚڀΛਐΊΔࡍɼ

ෳ਺ͷখήʔϜʹ෼ղͯ͠ݚڀΛਐΊΔ͜ͱͰΑΓ༗ҙٛͳ݁Ռ͕ಘΒΕΔՄೳੑ͕Ұ

૚ڧ·ͬͨͱ͍͑Δɽߋʹݴ͑͹ɼখήʔϜʹ෼ղ͢Δ͜ͱͰɼطଘͷख๏͕ར༻Ͱ͖Δ Մೳੑ΋ࣔࠦ͞Εͨͱ͍͏͜ͱͰ͋Δɽ

·ͨɼࠓճఏҊͨ͠ख๏Ͱଟਓ਺ήʔϜͷ෼ੳΛߦ͏ࡍɼ࣮਺ύϥϝʔλm͋Δ͍͸

৘ใྗֶΤωϧΪʔEͷ஋Λ·ͱΊͯฒ΂Δ͜ͱͰɼશମతͳήʔϜͷ܏޲Λ؍Δ͜ͱ

͕Մೳͱͳͬͨ͜ͱ΋ಛච͢΂͖఺Ͱ͋Δɽ͜ΕʹΑͬͯɼͲͷখήʔϜ͕઀ઓ͔ͩͬͨɼ উͬͨϓϨΠϠʔ͸Ͳͷఔ౓ଞͷϓϨΠϠʔʹࠩΛ͚͍ͭͯͨͷ͔ͳͲͷ৘ใ͕ಘΒΕΔ

ͨΊɼήʔϜʹରͯ͠ઓज़ɼઓུΛݕ౼͢Δ্Ͱ༗ӹͳ৘ใ͕໌Β͔ʹͳΔ͜ͱ͕ظ଴͞

ΕΔɽ

લήʔϜͰউརͨ͠ϓϨΠϠʔ΄Ͳ࣍ͷήʔϜͰ΋উͪ΍͘͢ɼٯʹෛ͚ͯ͠·͏ͱউ

্͕ͪΔͷ͸೉͍͠ͱ͍͏େශຽͷήʔϜੑ͕Eͷൺֱ͔Βݟ͖͑ͯͨ͜ͱ΋ڵຯਂ͍ɽ

͜Ε͸͜ͷख๏Λ༻͍ͯήʔϜͷ෼ੳΛߦ͏͜ͱͰɼͦͷήʔϜ͕࣋ͭಛ௃ɼٴͼήʔϜ

ੑ͕ݟ͑ͯ͘ΔՄೳੑ͕ࣔࠦ͞Εͨͱ͍͏͜ͱͰ͋ΔɽΑͬͯผͷήʔϜʹ৘ใྗֶϞσ ϧʹΑΔ෼ੳΛߦͬͨ৔߹ʹɼͦͷΑ͏ͳ݁Ռ͕දΕΔ͜ͱ͕ظ଴͞ΕΔɽ

ͦͯ͠ɼਓ਺͕มΘͬͨ৔߹ͷήʔϜͷ෼ੳ݁Ռ͔Βɼଟਓ਺ήʔϜͰ͸ϓϨΠϠʔ

਺͕ଟ͍΄Ͳ৘ใྗֶΤωϧΪʔEͷऔΓ͏Δ஋ͷ෯͕޿͕ΔՄೳੑ͕ࣔ͞Εͨɽ·ͨɼ एྛʹΑΔকعͷ෼ੳ݁Ռ[5]ʹൺ΂ɼຊݚڀͰ෼ੳ͞ΕͨେශຽήʔϜʹ͓͚Δ৘ใྗ

ֶΤωϧΪʔEͷ஋͸ɼ͍ͣΕͷήʔϜʹ͓͍ͯ΋େ͖͍஋Λࣔͨ͠ɽ͜Ε͸1ର1Ͱ ૪ΘΕΔήʔϜʹൺ΂ɼਓ਺͕ଟ͍΄Ͳ୭͕উͭͷ͔͕෼͔Γਏ͘ͳΓɼͦͷ݁ՌΤωϧ Ϊʔ͕େ͖͘ͳΔ܏޲ʹ͋ΔͨΊͩͱߟ͑ΒΕΔɽ

࠷ޙʹɼ৘ใͷӡಈΤωϧΪʔۂઢͱҐஔΤωϧΪʔۂઢͱͷަ఺ʹରԠ͢ΔήʔϜ௕

ηͷ஋͸ɼ͜ΕҎ্ͷηͰউऀͷηʔϑςΟϦʔυ(Safety Lead)[15]͕֬ఆ͠ɼ͜ΕҎԼ ͷηͰ͸·ͩഊऀʹٯసͷՄೳੑ͕࢒͞Ε͍ͯΔ෼ذ఺Ͱ͋ΔͱղऍͰ͖Δ͜ͱ͕ࣔࠦ͞

Εͨɽ

(35)

ࠓޙɼ৘ใॲཧֶձʹͯߨԋΛߦ͏༧ఆͰ͋Δ[4]ɽ

6.2 ՝୊ͱࠓޙͷల๬

ຊݚڀͰ͸ଟਓ਺ήʔϜͱͯ͠େශຽΛڍ͕͛ͨɼଞͷଟਓ਺ήʔϜʹ͓͍ͯ΋͜ͷख

๏ʹΑͬͯ෼ੳ͕ՄೳͰ͋Δ͔Λݕূ͢Δඞཁੑ͕ߟ͑ΒΕΔɽԿނͳΒ͹ɼ1ͭͷήʔ ϜͰ෼ੳ͕ग़དྷͨͱ͍ͬͯɼผͷήʔϜͰ΋ಉ༷ʹରઓͷ݁ՌΛਖ਼͘͠෼ੳͰ͖Δͱ͸ݶ Βͳ͍͔ΒͰ͋Δɽྫ͑͹ಉ͡ΧʔυήʔϜͰݴ͑͹ɼϙʔΧʔͳͲΛຊख๏Ͱ෼ੳ͢Δ

͜ͱ͸ڵຯਂ͍ɽ

ͦͷࡍɼ෼ੳ͢ΔͨΊʹඞཁͳධՁ஋ΛͲͷΑ͏ʹઃఆ͢Δ͔͕1ͭͷ՝୊ͱͳΔɽࠓ ճɼେශຽͷ෼ੳͰ͸ιϑτͰ༻͍ΒΕ͍ͯͨɼΧʔυͷग़͠ํ΍ॱҐʹΑͬͯ૿ݮ͢Δ ಘ఺ʹج͖ͮ෼ੳ͕ͨ͠ɼଞͷήʔϜͰͦͷΑ͏ͳج४ͰධՁ஋Λઃఆग़དྷΔ͔͕໰୊ͱ ͳΔͨΊͰ͋Δɽେශຽʹ͍ͭͯ΋ɼຊݚڀͰͷήʔϜͷධՁ஋͸1ιϑτʹΑΔείΞ ʹΑΔ΋ͷͰ͋ΔͨΊɼΑΓ৴པͰ͖ΔධՁͷํ๏ʹ͍ͭͯݕ౼͢Δඞཁ͕͋Δɽ

·ͨɼຊݚڀͰ͸1ήʔϜʹରͯ͠ධՁΛߦ͕ͬͨɼήʔϜͷ಺༰ʹΑͬͯ͸ඞͣ͠΋

ಉ͡Α͏ʹͳΔͱ͸ݶΒͳ͍ɽͦͷͨΊɼ༷ʑͳήʔϜͷ݁Ռʹରͯ͠෼ੳΛߦ͍ɼͦͷ

౷ܭΛऔΔ͜ͱͰΑΓ৴པͰ͖ΔσʔλͱͳΔ͔Ͳ͏͔ͷௐࠪ΋՝୊ͱͳΔɽ

ߋʹɼຊݚڀͰ͸׬શʹ1ର1ͷখήʔϜͱͯ͠෼ੳΛߦ͕ͬͨɼ৔߹ʹΑͬͯ͸͋Δ ϓϨΠϠʔରͦΕҎ֎ͷશϓϨΠϠʔͱ͍͏Α͏ʹɼݟํΛม͑Δ͜ͱͰҟͳΔ෼ੳ݁Ռ

͕ग़Δ͜ͱ΋ߟ͑ΒΕΔɽ

(36)

ँࣙ

ɹຊݚڀΛਐΊΔʹ͋ͨΓɼ͝ࢦಋ͍͍ͨͩͨ൧ా߂೭ڭतɼ஑ా৺।ڭतɼத઒෢෉γ χΞϓϩϑΣοαʔʹਂँͷҙΛද͠·͢ɽ·ͨɼطʹଔۀ͞Εͨํ΋ؚΊɼݚڀɼֶੜ ੜ׆౳ͷ໘Ͱ͝ڠྗɾ͝ॿݴ͍͍ͨͩͨ൧ాɾ஑ాݚڀࣨΛͷํʑΛ͸͡Ίͱ͢Δଟ͘ͷ օ༷ʹײँͷҙΛද͠·͢ɽ

(37)

෇ ࿥ A UEC ඪ४ϧʔϧ

˞جຊతͳϧʔϧ͸ୈ2ষͰड़΂ͨͨΊɼ͜͜Ͱ͸UECίϯϐϡʔλେශຽେձ༻ͷඪ ४ϧʔϧ[11]ͱͯ͠ઃఆ͞Εͨϧʔϧͷ͏ͪɼओʹୈ2ষͷ಺༰ͱ͸ҟͳΔ΋ͷɼطग़ͷ ϧʔϧͷதͰ࠾༻͞Ε͍ͯΔ΋ͷʹ͍ͭͯड़΂Δɽ

1. ήʔϜʹ࢖༻͢ΔΧʔυ͸֤ϚʔΫͷΤʔε͔ΒΩϯά·Ͱͷ52ຕͱɼδϣʔΧʔ 1ຕΛՃ͑ͨ53ຕͱ͢Δɽ

2. Χʔυͷ഑෍͸ॳճ͸ϥϯμϜͳਓ͔Β੮ॱʹΧʔυΛ഑෍͢Δɽংྻ͕ܾఆ͞Ε Δ2ճ໨Ҏ߱͸େ෋߽͔Β੮ॱʹΧʔυΛ഑෍͢Δɽ

3. ήʔϜͷ։࢝͸μΠϠͷ3Λ͍࣋ͬͯΔਓ͔Β࢝·Δɽͳ͓ɼඞͣ͠΋μΠϠͷ3 Λग़͢ඞཁ͸ͳ͍ɽ

4. ॱ൪͸ཚ਺Ͱܾఆ͞ΕΔɽԿήʔϜ͔ͦͷॱ൪Ͱߦͬͨޙɼ੮ସ͑Λߦ͍ɼήʔϜ Λ࠶։͢Δɽ

5. ύε͸ग़ͤΔΧʔυ͕͋ͬͯ΋ύε͢Δ͜ͱ͕ग़དྷΔɽͨͩ͠ɼҰ౓ύεΛͨ͠Β

৔͕ྲྀΕΔ·Ͱॱ൪͕ճͬͯ͘Δ͜ͱ͸ͳ͍ɽ

6. ্͕Γํʹ੍ݶ͸ͳ͍ɽδϣʔΧʔ΍2ͳͲͰ্͕Δ͜ͱ͕ՄೳͰ͋Δɽ

7. γʔΫΤϯε͕৔ʹग़͞Ε͍ͯΔͱ͖ɼ࣍ʹग़͢͜ͱͷग़དྷΔΧʔυ͸શͯͷΧʔ υ͕৔ʹग़͍ͯΔΧʔυΑΓେ͖͍ΧʔυͷΈͱͳΔɽྫ͑͹৔ʹεϖʔυͷ5ɼ 6ɼ7͕ग़͍ͯͨ৔߹ɼ࣍ʹग़ͤΔͷ͸8ɼ9ɼ10Ҏ্ͷγʔΫΤϯεͱͳΔɽ·ͨɼ δϣʔΧʔΛؚΊͯγʔΫΤϯεͱ͢Δ͜ͱ͕ग़དྷΔɽ

8. ֵ໋͸ҎԼͷ৚͕݅ຬͨ͞Εͨ࣌ʹൃੜ͢Δɽͳ͓ɼΧʔυΛग़ͨ͠ϓϨΠϠʔ͕

ֵ໋Λى͔͜͢Ͳ͏͔Λબ୒͢Δ͜ͱ͸ग़དྷͳ͍ɽ

(38)

9. Χʔυަ׵͸େ෋߽ͱେශຽͰ2ຕɼ෋߽ͱශຽͰ1ຕߦ͏ɽශຽͱେශຽʹ͍ͭ

ͯ͸αʔόଆͰڧ͍ΧʔυΛબ୒͠ɼࣗಈతʹަ׵͞ΕΔɽ෋߽ͱେ෋߽͸޷͖ͳ ΧʔυΛަ׵ʹग़͢͜ͱ͕ग़དྷΔɽ

10. δϣʔΧʔΛ࢖ͬͯറΓɼֵ໋Λى͜͢͜ͱ͕ग़དྷΔɽ

11. εϖʔυ3ฦ͕͠ଘࡏ͢Δɽ͜ͷࡍɼറΓ͕ൃੜ͍͔ͯͨ͠͸໰Θͳ͍ɽεϖʔυ 3ฦ͠ʹΑͬͯεϖʔυͷ3͕ग़͞Εͨ৔߹ɼ৔͸ྲྀΕɼग़ͨ͠ϓϨΠϠʔ͕ݖར ΛಘΔɽ

ͨͩ͠ɼεϖʔυͷ3Λ͍࣋ͬͯͯ΋ࣄલʹύε͍ͯͨ͠৔߹͸ग़͢͜ͱ͕ग़དྷͳ͍ɽ

12. 8੾Γ͕ଘࡏ͢Δɽ8ΛؚΜͩϖΞ΍γʔΫΤϯεͰ΋8੾Γ͸ൃੜ͢Δɽ

13. റΓ͕ଘࡏ͢Δɽͳ͓ɼෳ਺ग़͠ʹ͍ͭͯ͸ܹ͠͹ͷΈଘࡏ͠ɼย͠͹͸ଘࡏ͠ͳ͍ɽ

͜ͷ΄͔ɼίϯϐϡʔλͰେශຽΛߦ͏্Ͱඞཁͳϧʔϧ͕͋Δ͕ɼ͜͜Ͱ͸লུ͢Δɽ

(39)

෇ ࿥ B 5 ਓͷϓϨΠϠʔʹΑΔ 1 ճର ઓ࣌ͷ֤छ෼ੳ݁Ռ

B.1 Human(2 Ґ ) vs. Com.2(4 Ґ )

ਤ B.1: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Human vs. Com.2)

ਤ B.2: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Human vs. Com.2)

(40)

B.2 Human(2 Ґ ) vs. Com.3(1 Ґ )

ਤ B.5: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Human vs. Com.3)

ਤ B.6: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Human vs. Com.3)

ਤ B.7: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Human vs. Com.3)

ਤ B.8: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Human vs. Com.3)

(41)

B.3 Human(2 Ґ ) vs. Com.4(5 Ґ )

ਤ B.9: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Human vs. Com.4)

ਤB.10: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Human vs. Com.4)

ਤ B.11: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Human vs. Com.4)

ਤB.12: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Human vs. Com.4)

(42)

B.4 Com.1(3 Ґ ) vs. Com.2(4 Ґ )

ਤB.13: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Com.1 vs. Com.2)

ਤB.14: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.1 vs. Com.2)

ਤ B.15: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.1 vs. Com.2)

ਤB.16: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.1 vs. Com.2)

(43)

B.5 Com.1(3 Ґ ) vs. Com.3(1 Ґ )

ਤB.17: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Com.1 vs. Com.3)

ਤB.18: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.1 vs. Com.3)

ਤ B.19: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.1 vs. Com.3)

ਤB.20: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.1 vs. Com.3)

(44)

B.6 Com.1(3 Ґ ) vs. Com.4(5 Ґ )

ਤB.21: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Com.1 vs. Com.4)

ਤB.22: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.1 vs. Com.4)

ਤ B.23: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.1 vs. Com.4)

ਤB.24: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.1 vs. Com.4)

(45)

B.7 Com.2(4 Ґ ) vs. Com.3(1 Ґ )

ਤB.25: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Com.2 vs. Com.3)

ਤB.26: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.2 vs. Com.3)

ਤ B.27: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.2 vs. Com.3)

ਤB.28: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.2 vs. Com.3)

(46)

B.8 Com.2(4 Ґ ) vs. Com.4(5 Ґ )

ਤB.29: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Com.2 vs. Com.4)

ਤB.30: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.2 vs. Com.4)

ਤ B.31: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.2 vs. Com.4)

ਤB.32: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.2 vs. Com.4)

(47)

B.9 Com.3(1 Ґ ) vs. Com.4(5 Ґ )

ਤB.33: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Com.3 vs. Com.4)

ਤB.34: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.3 vs. Com.4)

ਤ B.35: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.3 vs. Com.4)

ਤB.36: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.3 vs. Com.4)

(48)

෇ ࿥ C 5 ਓͷϓϨΠϠʔʹΑΔ 5 ճ࿈

ଓରઓ࣌ͷ֤छ෼ੳ݁Ռ

C.1 ήʔϜείΞ

ද C.1: 5ਓͷϓϨΠϠʔʹΑΔେශຽͷ5ճ࿈ଓήʔϜ είΞͷਪҠ

Move No. Human Com.1 Com.2 Com.3 Com.4

0 0 0 0 0 0

1(ήʔϜ1) 0 0 10 0 0

2 0 0 10 20 0

3 0 0 10 20 30

4 80 0 10 20 30

5 80 0 170 20 30

6 80 0 210 20 30

7 80 0 210 160 30

8 170 0 210 160 30

9 170 0 210 280 30

10 170 0 210 580 30

11 170 0 210 740 30

12 170 0 210 1040 30

13 170 0 210 1040 360

14 170 0 210 1040 380

15 200 0 210 1040 380

16 200 100 210 1040 380

17 280 100 210 1040 380

18 290 100 210 1040 380

19 290 120 210 1040 380

20 290 120 280 1040 380

21 290 120 280 1040 510

22 290 120 280 1040 510

(49)

Move No. Human Com.1 Com.2 Com.3 Com.4

23 290 120 280 1040 660

24 530 120 280 1040 660

25 530 120 580 1040 660

26 530 120 880 1040 660

27 530 120 1000 1040 660

28 660 120 1000 1040 660

29 770 120 1000 1040 660

30 890 120 1000 1040 660

31 4930(্͕Γ) 120 1000 1040 660

32 4930 190 1000 1040 660

33 4930 190 3180(্͕Γ) 1040 660

34 4930 300 3180 1040 660

35 4930 310 3180 1040 660

36 4930 310 3180 1040 730

37 4930 430 3180 1040 730

38 4930 710 3180 1040 730

39 4930 1110 3180 1040 730

40 4930 2260(্͕Γ) 3180 1040 730

41 4930 2260 3180 1040 910

42 4930 2260 3180 1040 1090(্͕Γ)

43 4930 2260 3180 40 1090

44(ήʔϜ2) 4930 2260 3180 50 1090

45 4930 2260 3180 50 1110

46 5150 2260 3180 50 1110

47 5300 2260 3180 50 1110

48 5300 2260 3450 50 1110

49 5300 2260 3450 50 1410

50 5660 2260 3450 50 1410

51 6380 2260 3450 50 1410

52 6770 2260 3450 50 1410

53 11100(্͕Γ) 2260 3450 50 1410

54 11100 2270 3450 50 1410

(50)

Move No. Human Com.1 Com.2 Com.3 Com.4

60 11100 2490 3580 290 1410

61 11100 2490 3580 450 1410

62 11100 2490 3580 990 1410

63 11100 2490 3580 1100 1410

64 11100 2490 3580 3180(্͕Γ) 1410

65 11100 2490 3580 3180 1480

66 11100 2570 3580 3180 1480

67 11100 2570 3800 3180 1480

68 11100 2570 3840 3180 1480

69 11100 2570 3840 3180 1560

70 11100 2670 3840 3180 1560

71 11100 2670 3970 3180 1560

72 11100 2670 4020 3180 1560

73 11100 2670 4020 3180 1740

74 11100 2670 4020 3180 1770

75 11100 2670 4020 3180 1800

76 11100 2710 4020 3180 1800

77 11100 2710 4180 3180 1800

78 11100 2710 5340(্͕Γ) 3180 1800

79 11100 2820 5340 3180 1800

80 11100 2870 5340 3180 1800

81 11100 3000 5340 3180 1800

82 11100 3240(্͕Γ) 5340 3180 1800

83 11100 3240 5340 3180 800

84(ήʔϜ3) 11100 3250 5340 3180 800

85 11100 3250 5340 3260 800

86 11100 3250 5340 3260 880

87 11100 3250 5340 3260 890

88 11150 3250 5340 3260 890

89 11150 3410 5340 3260 890

90 11150 3440 5340 3260 890

91 11150 3440 5340 3420 890

92 11150 3440 5340 3480 890

93 11150 3440 5340 3480 980

94 11390 3440 5340 3480 980

95 11390 3440 5340 4020 980

96 11720 3440 5340 4020 980

(51)

Move No. Human Com.1 Com.2 Com.3 Com.4

97 12240 3440 5340 4020 980

98 12400 3440 5340 4020 980

99 12530 3440 5340 4020 980

100 16740(্͕Γ) 3440 5340 4020 980

101 16740 3520 5340 4020 980

102 16740 3520 5340 4120 980

103 16740 3640 5340 4120 980

104 16740 3640 5340 4250 980

105 16740 3640 5340 6670(্͕Γ) 980

106 16740 3640 5340 6670 1000

107 16740 3680 5340 6670 1000

108 16740 3680 5340 6670 1050

109 16740 3860 5340 6670 1050

110 16740 4040 5340 6670 1050

111 16740 5140(্͕Γ) 5340 6670 1050

112 16740 5140 5340 6670 1140

113 16740 5140 5340 6670 1260

114 16740 5140 5340 6670 1460(্͕Γ)

115 16740 5140 4340 6670 1460

116(ήʔϜ4) 16740 5140 4370 6670 1460

117 16740 5140 4370 6730 1460

118 16740 5140 4370 6730 1700

119 16740 5290 4370 6730 1700

120 16740 5290 4730 6730 1700

121 16740 5290 4790 6730 1700

122 16740 5290 4790 6820 1700

123 16740 5290 4790 6820 1850

124 17070 5290 4790 6820 1850

125 17070 5290 4790 7180 1850

126 17850 5290 4790 7180 1850

127 18430 5290 4790 7180 1850

128 18560 5290 4790 7180 1850

(52)

Move No. Human Com.1 Com.2 Com.3 Com.4

134 24180 5300 5160 7590 1850

135 24180 5300 5160 7590 1940

136 24180 5500 5160 7590 1940

137 24180 5530 5160 7590 1940

138 24180 5530 5300 7590 1940

139 24180 5530 5300 9790(্͕Γ) 1940

140 24180 5530 5300 9790 1950

141 24180 5600 5300 9790 1950

142 24180 5600 5300 9790 2110

143 24180 5600 5300 9790 2410

144 24180 5600 5300 9790 3470(্͕Γ)

145 24180 5760 5300 9790 3470

146 24180 6040 5300 9790 3470

147 24180 6280(্͕Γ) 5300 9790 3470

148 24180 6280 4300 9790 3470

149(ήʔϜ5) 24180 6280 4330 10150 3470

150 24570 6280 4330 10150 3470

151 24850 6280 4330 10150 3470

152 25950 6280 4330 10150 3470

153 30670(্͕Γ) 6280 4330 10150 3470

154 30670 6280 4330 10690 3470

155 30670 6280 4330 10850 3470

156 30670 6280 4330 10940 3470

157 30670 6280 4550 10940 3470

158 30670 6280 4550 11070 3470

159 30670 6280 4550 11190 3470

160 30670 6280 4550 13390(্͕Γ) 3470

161 30670 6280 4550 13390 3500

162 30670 6340 4550 13390 3500

163 30670 6340 4640 13390 3500

164 30670 6340 4640 13390 3740

165 30670 6340 4790 13390 3740

166 30670 6340 4860 13390 3740

167 30670 6340 4860 13390 3860

168 30670 6340 4860 13390 4160

169 30670 6340 4860 13390 4320

170 30670 6340 4860 13390 5360(্͕Γ)

(53)

Move No. Human Com.1 Com.2 Com.3 Com.4

171 30670 6420 4860 13390 5360

172 30670 6470 4860 13390 5360

173 30670 6470 5040 13390 5360

174 30670 6580 5040 13390 5360

175 30670 6790 5040 13390 5360

176 30670 6790 5640(্͕Γ) 13390 5360

177 30670 5790 5640 13390 5360

ɾήʔϜͷ݁Ռ 1ҐɿHuman 2ҐɿCom.3 3ҐɿCom.1 4ҐɿCom.2 5ҐɿCom.4

(54)

C.2 Human(1 Ґ ) vs. Com.1(3 Ґ )

ਤ C.1: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Human vs. Com.1)

ਤ C.2: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Human vs. Com.1)

ਤ C.3: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Human vs. Com.1)

ਤ C.4: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Human vs. Com.1)

(55)

C.3 Human(1 Ґ ) vs. Com.2(4 Ґ )

ਤ C.5: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Human vs. Com.2)

ਤ C.6: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Human vs. Com.2)

ਤ C.7: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Human vs. Com.2)

ਤ C.8: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Human vs. Com.2)

(56)

C.4 Human(1 Ґ ) vs. Com.3(2 Ґ )

ਤ C.9: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍ݩ ήʔϜ௕ηͷؔ܎(Human vs. Com.3)

ਤC.10: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Human vs. Com.3)

ਤ C.11: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Human vs. Com.3)

ਤC.12: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Human vs. Com.3)

(57)

C.5 Human(1 Ґ ) vs. Com.4(5 Ґ )

ਤ C.13: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍

ݩήʔϜ௕ηͷؔ܎(Human vs. Com.4)

ਤC.14: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Human vs. Com.4)

ਤ C.15: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Human vs. Com.4)

ਤC.16: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Human vs. Com.4)

(58)

C.6 Com.1(3 Ґ ) vs. Com.2(4 Ґ )

ਤ C.17: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍

ݩήʔϜ௕ηͷؔ܎(Com.1 vs. Com.2)

ਤC.18: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.1 vs. Com.2)

ਤ C.19: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.1 vs. Com.2)

ਤC.20: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.1 vs. Com.2)

(59)

C.7 Com.1(3 Ґ ) vs. Com.3(2 Ґ )

ਤ C.21: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍

ݩήʔϜ௕ηͷؔ܎(Com.1 vs. Com.3)

ਤC.22: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.1 vs. Com.3)

ਤ C.23: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.1 vs. Com.3)

ਤC.24: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.1 vs. Com.3)

(60)

C.8 Com.1(3 Ґ ) vs. Com.4(5 Ґ )

ਤ C.25: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍

ݩήʔϜ௕ηͷؔ܎(Com.1 vs. Com.4)

ਤC.26: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.1 vs. Com.4)

ਤ C.27: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.1 vs. Com.4)

ਤC.28: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.1 vs. Com.4)

(61)

C.9 Com.2(4 Ґ ) vs. Com.3(2 Ґ )

ਤ C.29: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍

ݩήʔϜ௕ηͷؔ܎(Com.2 vs. Com.3)

ਤC.30: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.2 vs. Com.3)

ਤ C.31: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.2 vs. Com.3)

ਤC.32: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.2 vs. Com.3)

(62)

C.10 Com.2(4 Ґ ) vs. Com.4(5 Ґ )

ਤ C.33: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍

ݩήʔϜ௕ηͷؔ܎(Com.2 vs. Com.4)

ਤC.34: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.2 vs. Com.4)

ਤ C.35: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.2 vs. Com.4)

ਤC.36: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.2 vs. Com.4)

(63)

C.11 Com.3(2 Ґ ) vs. Com.4(5 Ґ )

ਤ C.37: ແ࣍ݩԽΞυόϯςʔδαͱແ࣍

ݩήʔϜ௕ηͷؔ܎(Com.3 vs. Com.4)

ਤC.38: উ཰p1(η)ɼp2(η)ͱແ࣍ݩήʔϜ௕

ηͷؔ܎(Com.3 vs. Com.4)

ਤ C.39: ήʔϜ݁Ռͷ͔֬͞ξͱແ࣍ݩήʔ Ϝ௕ηͷؔ܎ٴͼήʔϜ৘ใྗֶϞσϧʹΑ Δۙࣅ(Com.3 vs. Com.4)

ਤC.40: ৘ใྗֶΤωϧΪʔͱແ࣍ݩήʔϜ

௕ηͷؔ܎(Com.3 vs. Com.4)

(64)

෇ ࿥ D 4 ਓͷϓϨΠϠʔʹΑΔରઓ࣌

ͷήʔϜείΞ

D.1 1 ճରઓ࣌ͷήʔϜείΞ

ද D.1: 4ਓͷϓϨΠϠʔʹΑΔେශຽͷήʔϜείΞͷਪҠ

Move No. Human Com.1 Com.2 Com.3

0 0 0 0 0

1 0 0 0 10

2 20 0 0 10

3 20 80 0 10

4 20 80 100 10

5 130 80 100 10

6 250 80 100 10

7 250 500 100 10

8 250 500 100 280

9 250 500 100 300

10 280 500 100 300

11 280 640 100 300

12 370 640 100 300

13 670 640 100 300

14 670 1120 100 300

15 670 1210 100 300

16 670 1210 100 420

17 800 1210 100 420

18 1080 1210 100 420

19 4100(্͕Γ) 1210 100 420

20 4100 1230 100 420

21 4100 1230 180 420

22 4100 1230 180 470

23 4100 1350 180 470

24 4100 1350 180 600

25 4100 1350 180 690

26 4100 1350 180 850

27 4100 1350 180 1150

28 4100 1350 840 1150

29 4100 1350 910 1150

30 4100 1350 910 1280

31 4100 1350 910 2300(্͕Γ)

32 4100 1510 910 2300

33 4100 1640 910 2300

34 4100 1860(্͕Γ) 910 2300

35 4100 1860 -90 2300

ɾήʔϜͷ݁Ռ 1ҐɿHuman 2ҐɿCom.3 3ҐɿCom.1 4ҐɿCom.2

(65)

D.2 5 ճ࿈ଓରઓ࣌ͷήʔϜείΞ

ද D.2: 4ਓͷϓϨΠϠʔʹΑΔେශຽͷ5ճ࿈ଓήʔϜ είΞͷਪҠ

Move No. Human Com.1 Com.2 Com.3

0 0 0 0 0

1(ήʔϜ1) 0 0 0 10

2 30 0 0 10

3 30 140 0 10

4 30 160 0 10

5 30 160 60 10

6 30 160 60 80

7 140 160 60 80

8 350 160 60 80

9 620 160 60 80

10 620 880 60 80

11 620 910 60 80

12 620 910 100 80

13 620 910 100 130

14 780 910 100 130

15 1080 910 100 130

16 1470 910 100 130

17 1480 910 100 130

18 1480 990 100 130

19 1480 990 200 130

20 4720(্͕Γ) 990 200 130

21 4720 1080 200 130

22 4720 1080 310 130

23 4720 1200 310 130

24 4720 1310 310 130

25 4720 1590 310 130

26 4720 1720 310 130

(66)

Move No. Human Com.1 Com.2 Com.3

32 4720 2960 570 380

33 4720 2960 650 380

34 4720 2960 650 470

35 4720 2960 650 490

36 4720 2960 810 490

37 4720 2960 940 490

38 4720 2960 960(্͕Γ) 490

39 4720 2960 960 -510

40(ήʔϜ2) 4720 2960 990 -510

41 4720 2960 990 -420

42 4960 2960 990 -420

43 5020 2960 990 -420

44 5020 3440 990 -420

45 5380 3440 990 -420

46 6040 3440 990 -420

47 6140 3440 990 -420

48 6140 3550 990 -420

49 6270 3550 990 -420

50 6430 3550 990 -420

51 9670(্͕Γ) 3550 990 -420

52 9670 3700 990 -420

53 9670 3790 990 -420

54 9670 3890 990 -420

55 9670 4010 990 -420

56 9670 4290 990 -420

57 9670 5070 990 -420

58 9670 6090(্͕Γ) 990 -420

59 9670 6090 1030 -380

60 9670 6090 1030 -380

61 9670 6090 1080 -380

62 9670 6090 1200 -380

63 9670 6090 1620 -380

64 9670 6090 1710 -380

65 9670 6090 1710 -180

66 9670 6090 1710 -160

67 9670 6090 1840 -160

68 9670 6090 2020(্͕Γ) -160

(67)

Move No. Human Com.1 Com.2 Com.3

69 9670 6090 2020 -1160

70(ήʔϜ3) 9670 6100 2020 -1160

71 9670 6100 2040 -1160

72 9830 6100 2040 -1160

73 10070 6100 2040 -1160

74 11070 6100 2040 -1160

75 11850 6100 2040 -1160

76 15510(্͕Γ) 6100 2040 -1160

77 15510 6120 2040 -1160

78 15510 6120 2070 -1160

79 15510 6170 2070 -1160

80 15510 6170 2160 -1160

81 15510 6290 2160 -1160

82 15510 6370 2160 -1160

83 15510 6370 2400 -1160

84 15510 6370 2440 -1160

85 15510 6460 2440 -1160

86 15510 6460 2640 -1160

87 15510 6460 2670 -1160

88 15510 6460 2670 -1100

89 15510 7120 2670 -1100

90 15510 7420 2670 -1100

91 15510 7580 2670 -1100

92 15510 7970 2670 -1100

93 15510 8990(্͕Γ) 2670 -1100

94 15510 8990 2770 -1100

95 15510 8990 3130 -1100

96 15510 8990 3430(্͕Γ) -1100

97 15510 8990 3430 -2100

98(ήʔϜ4) 15520 8990 3430 -2100

99 15520 9010 3430 -2100

100 15520 9010 3430 -2100

参照

関連したドキュメント

Moreover, it is important to note that the spinodal decomposition and the subsequent coarsening process are not only accelerated by temperature (as, in general, diffusion always is)

In Proceedings Fourth International Conference on Inverse Problems in Engineering (Rio de Janeiro, 2002), H. Orlande, Ed., vol. An explicit finite difference method and a new

During his stay in Cambridge from 1969 to 1979, Sir James vigorously continued his teaching and research on acoustics, more and more wave propagation, geophysical fluid dy-

During his stay in Cambridge from 1969 to 1979, Sir James vigorously continued his teaching and research on acoustics, more and more wave propagation, geophysical fluid dy-

During his stay in Cambridge from 1969 to 1979, Sir James vigorously continued his teaching and research on acoustics, more and more wave propagation, geophysical fluid dy-

Thus, while the ergodiclty corresponds to the states of statistical equilibria over the various phase-cells (non- nullatoms of t at the initial time t 0, the mixing of phases

The result (Theorem 7.6) is a bisimplicial object in model categories (so every structure map is a strong left and right Quillen functor) such that applying an ‘evaluation functor’

The set of valid moves gives rise to an asynchronous discrete dynamical system, called the lit-only σ-game on G, and the dynamical behavior of this system is captured by its phase