●❤✐ ❝❤ó
✣↕✐ sè✱ ❣✐↔✐ t➼❝❤ ✈➔ ù♥❣ ❞ö♥❣
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣
❇ë ♠æ♥ ❚♦→♥ ✲ ✣↕✐ ❤å❝ ❚❤➠♥❣ ▲♦♥❣
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✶ ✴ ✹✽
●❤✐ ❝❤ó
❈❤÷ì♥❣ ■❱
P❤➨♣ t➼♥❤ ✈✐ ♣❤➙♥ ❤➔♠ ♠ët ❜✐➳♥
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✷ ✴ ✹✽
●❤✐ ❝❤ó
◆❣❤✐➺♠ ❝➙♥ ❜➡♥❣ tr♦♥❣ ♠æ ❤➻♥❤ t♦→♥ ❦✐♥❤ t➳
▼æ ❤➻♥❤ t♦→♥ ❦✐♥❤ t➳
◆❤ú♥❣ ❦❤→✐ ♥✐➺♠ tr♦♥❣ ♠æ ❤➻♥❤ t♦→♥ ❦✐♥❤ t➳
▼æ ❤➻♥❤ t♦→♥ ❦✐♥❤ t➳ ❧➔ ♠æ ❤➻♥❤ ❦✐♥❤ t➳ ✤÷ñ❝ tr➻♥❤ ❜➔② ❜➡♥❣ ♥❣æ♥
♥❣ú t♦→♥ ❤å❝✳
❈æ♥❣ t❤ù❝ ❝õ❛ ♠æ ❤➻♥❤ ❚♦→♥ ❦✐♥❤ t➳✿ ❣ç♠ ❝→❝ ✤↕✐ ❧÷ñ♥❣ ✤à♥❤ ❧÷ñ♥❣
✈➔ ❝→❝ ❤➺ t❤ù❝ t♦→♥ ❤å❝ ✭♣❤÷ì♥❣ tr➻♥❤ ✈➔ ❜➜t ♣❤÷ì♥❣ tr➻♥❤✮ ❧✐➯♥ ❤➺
❣✐ú❛ ❝❤ó♥❣✳
❱➼ ❞ö✿
◗❞ ✏ ❛ ✁ ❜P ❘ ♣❛, ❜ → ✵q,
❄
◗s ✏ ✁❝ ❞P ❘ ♣❝ , ❞ → ✵q,
✭✶✮
✭✷✮
✈î✐ ❘ ❧➔ ❧÷ñ♥❣ ♠÷❛✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✸ ✴ ✹✽
ú
tr ổ t t
ổ t t
ỳ tr ổ t t
ởt ữủ ở ợ õ t t ờ ởt ữủ
õ t tr
ở s tr ừ ú t ữủ tứ ổ
s tr ừ ú ữủ tỗ t
ổ ở ợ ữủ ỳ ữủ trữợ
số ữủ ổ t ờ õ ố ợ
số ữủ ữủ sỷ số trữợ
ữ ổ ữủ ởt tr ử t õ t t ởt
tr
t s ở ở s ử
tở t số s
ố t
t
ú
tr ổ t t
ổ t t
ởt số tữớ tr t
P
Pr
Prt
st
st
r
t
ủ
ũ
ở
tt
t
ố t
t
ữủ
t
ố
t
ú
tr ổ t t
ỳ tr ổ t
r t ởt tr t ờ õ số
tr ổ t ữủ
tr t ờ t ồ
t t
s t s s tr t ụ ợ ợ
tr t t ồ s s t
ữỡ tr ổ t t ữủ
q tở t tr t
s ữủ ữủ q,
tt tữq,
ữủt ừ ổ t trữớ ừ t
qố tr trữớ ủ ỡ t
tr t tr ổ t t tr ừ
ở s tọ ừ ổ
ố t
t
●❤✐ ❝❤ó
◆❣❤✐➺♠ ❝➙♥ ❜➡♥❣ tr♦♥❣ ♠æ ❤➻♥❤ t♦→♥ ❦✐♥❤ t➳
❈➙♥ ❜➡♥❣
❚r↕♥❣ t❤→✐ ❝➙♥ ❜➡♥❣ tr♦♥❣ ♠æ ❤➻♥❤ t❤à tr÷í♥❣ ✤ì♥
❱➼ ❞ö ✶✿ ❈❤♦ ♠æ ❤➻♥❤ t❤à tr÷í♥❣ ✤ì♥ s❛✉✿
◗❞ ✏ ❛ ✁ ❜P ♣❛, ❜ → ✵q,
◗s ✏ ✁❝ ❞P ♣❝ , ❞ → ✵q,
tr♦♥❣ ✤â ◗❞ , ◗s , P ❧➔ ❧÷ñ♥❣ ❝➛✉✱ ❧÷ñ♥❣ ❝✉♥❣ ✈➔ ❣✐→ ❜→♥ ❝õ❛ ❤➔♥❣ ❤â❛✱
❛, ❜, ❝ , ❞ ❧➔ ❝→❝ t❤❛♠ sè✳
❛✳ ❳→❝ ✤à♥❤ ❜✐➳♥ ♥ë✐ s✐♥❤✱ ❜✐➳♥ ♥❣♦↕✐ s✐♥❤ ✈➔ t❤❛♠ sè tr♦♥❣ ♠æ ❤➻♥❤✳
❜✳ ●✐↔✐ t❤➼❝❤ ✤✐➲✉ ❦✐➺♥ ❝→❝ t❤❛♠ sè tr♦♥❣ ♠æ ❤➻♥❤✳
❝✳ ❚➻♠ tr↕♥❣ t❤→✐ ❝➙♥ ❜➡♥❣ ❤❛② ♥❣❤✐➺♠ ❝➙♥ ❜➡♥❣ ❝õ❛ ♠æ ❤➻♥❤✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✼ ✴ ✹✽
●❤✐ ❝❤ó
◆❣❤✐➺♠ ❝➙♥ ❜➡♥❣ tr♦♥❣ ♠æ ❤➻♥❤ t♦→♥ ❦✐♥❤ t➳
❈➙♥ ❜➡♥❣
❚r↕♥❣ t❤→✐ ❝➙♥ ❜➡♥❣ tr♦♥❣ ♠æ ❤➻♥❤ t❤à tr÷í♥❣ ❤❛✐ ❤➔♥❣ ❤â❛
❱➼ ❞ö ✷✿ ❚➻♠ ♥❣❤✐➺♠ ❝➙♥ ❜➡♥❣ ❝õ❛ ♠æ ❤➻♥❤ t❤à tr÷í♥❣ ❤❛✐ ❤➔♥❣ ❤â❛ ❜✐➳t
❤➔♠ ❝✉♥❣ ✈➔ ❤➔♠ ❝➛✉ ✤÷ñ❝ ❝❤♦ ❜ð✐✿
◗❞✶ ✏ ✶✵ ✁ ✷P✶ P✷
◗s✶ ✏ ✁✷ ✸P✶
◗❞✷ ✏ ✶✺ P✶ ✁ P✷
◗s✷ ✏ ✁✶ ✷P✷
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✽ ✴ ✹✽
●❤✐ ❝❤ó
◆❣❤✐➺♠ ❝➙♥ ❜➡♥❣ tr♦♥❣ ♠æ ❤➻♥❤ t♦→♥ ❦✐♥❤ t➳
❈➙♥ ❜➡♥❣
❚r↕♥❣ t❤→✐ ❝➙♥ ❜➡♥❣ tr♦♥❣ ♠æ ❤➻♥❤ t❤✉ ♥❤➟♣ q✉è❝ ❞➙♥
❱➼ ❞ö ✸✿ ❚➻♠ ♥❣❤✐➺♠ ❝➙♥ ❜➡♥❣ ❝õ❛ ♠æ ❤➻♥❤ t❤✉ ♥❤➟♣ q✉è❝ ❞➙♥ s❛✉✿
❨ ✏ ❈ ■✵ ●✵
❈ ✏ α β ♣❨ ✁ ❚ q ♣α → ✵, ✵ ➔ β ➔ ✶q,
❚ ✏ γ δ ❨ ♣γ → ✵, ✵ ➔ δ ➔ ✶ q
tr♦♥❣ ✤â✱ ❨ ❧➔ t❤✉ ♥❤➟♣ q✉è❝ ❞➙♥✱ ❈ ❧➔ t✐➯✉ ❞ò♥❣ ❝õ❛ ❝→❝ ❤ë ❣✐❛ ✤➻♥❤ ❝❤♦
❤➔♥❣ ❤â❛ ✈➔ ❞à❝❤ ✈ö✱ ❚ ❧➔ t❤✉➳✱ ❨ ✁ ❚ ✤÷ñ❝ ❣å✐ ❧➔ t❤✉ ♥❤➟♣ ❦❤↔ ❞ö♥❣✳ ■✵
❧➔ ❧÷ñ♥❣ ✤➛✉ t÷✱ ●✵ ❧➔ ❝❤✐ t✐➯✉ ❝õ❛ ❝❤➼♥❤ ♣❤õ✳
❛✳ ❳→❝ ✤à♥❤ ❜✐➳♥ ♥ë✐ s✐♥❤✱ ❜✐➳♥ ♥❣♦↕✐ s✐♥❤✱ t❤❛♠ sè tr♦♥❣ ♠æ ❤➻♥❤✳
❜✳ ●✐↔✐ t❤➼❝❤ ✤✐➲✉ ❦✐➺♥ ❝õ❛ ❝→❝ t❤❛♠ sè tr♦♥❣ ♠æ ❤➻♥❤✳
❝✳ ❚➻♠ t❤✉ ♥❤➟♣ q✉è❝ ❞➙♥ ❝➙♥ ❜➡♥❣✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✾ ✴ ✹✽
ú
ừ ởt q
ừ ởt
sỷ số q tr , q , , q
số t ờ tứ tr tợ tr ợ ở t ờ ữủ
số ữủ t ờ tr ừ ữủ ồ số
ừ ố số t ờ tứ tr tợ tr ợ
q
tr ừ số q t ờ tứ q tợ q số
q q q q q ữủ t ờ tữỡ
ự ừ ữủ ồ số ừ số
số
q q
tố ở t ờ tr ừ số số t
ờ tứ
ố t
t
ú
ừ ởt q
ừ ởt
số q tr , q , q ợ
q q
ẹ
ẹ
tỗ t ỳ t ợ ữủ ồ ừ số q
t
ố t
t
ú
ừ ởt q
ừ ởt
ú ỵ
tợ t ồ ởt ữủ ổ ũ
tự ởt ữủ tợ ữ ổ
ớ ởt ữủ ổ ũ t tữỡ ự
ụ ởt ữủ ổ ũ t ữ tứ
t t ừ số q t
t số
ừ q t ữủ q
ố t
t
ú
ừ ởt q
ừ ởt
ởt số t t ừ
số q õ t t q s tử t
q số õ tr , q õ
q t q ỗ q ừ
q t q q ừ
q t q ỗ tr , q
q t q tr , q
ố t
t
ú
ừ ởt q
q
tr t
r t t tữớ sỷ ử ử
s t ở ữợ t ũ
ố t ỵ ừ tr
ọ r s t t ởt ỡ s tr s
t ở ữủ s t t số ở t
t ởt t t ổ ỳ t ồ t s t ữợ
q t s t ở ữủ t t
P q q ,
q q
ố t
t
ú
ừ ởt q
q
tr t
t t t t t t ẹ
õ
P
q.
ỳ t tr t rở q
s
r t t tự ú t
ố t
t
●❤✐ ❝❤ó
✣↕♦ ❤➔♠ ❝õ❛ ❤➔♠ ♠ët ❜✐➳♥ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
✣↕♦ ❤➔♠ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
▼ët sè ❤➔♠ ❝➟♥ ❜✐➯♥ t❤÷í♥❣ ❣➦♣ tr♦♥❣ ❦✐♥❤ t➳
❑➼ ❤✐➺✉
▼❈
▼❘
▼❈
▼P❑
▼P▲
▼❯
▼Π
❚➯♥ ❚✳❆♥❤
▼❛r❣✐♥❛❧ ❈♦st
▼❛r❣✐♥❛❧ ❘❡✈❡♥✉❡
▼❛r❣✐♥❛❧ ❈♦♥s✉♠♣t✐♦♥
▼❛r❣✐♥❛❧ Pr♦❞✉❝t ♦❢ ❈❛♣✐t❛❧
▼❛r❣✐♥❛❧ Pr♦❞✉❝t ♦❢ ▲❛❜♦r
▼❛r❣✐♥❛❧ ❯t✐❧✐t②
▼❛r❣✐♥❛❧ Pr♦❢✐t
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
❚➯♥ ❚✳❱✐➺t
❈❤✐ ♣❤➼ ❝➟♥ ❜✐➯♥
❉♦❛♥❤ t❤✉ ❝➟♥ ❜✐➯♥
❳✉ ❤÷î♥❣ t✐➯✉ ❞ò♥❣ ❝➟♥ ❜✐➯♥
❙↔♥ ♣❤➞♠ ❝➟♥ ❜✐➯♥ t❤❡♦ ✈è♥
❙↔♥ ♣❤➞♠ ❝➟♥ ❜✐➯♥ t❤❡♦ ❧❛♦ ✤ë♥❣
➑❝❤ ❧ñ✐ ❝➟♥ ❜✐➯♥
▲ñ✐ ♥❤✉➟♥ ❝➟♥ ❜✐➯♥
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✶✻ ✴ ✹✽
●❤✐ ❝❤ó
✣↕♦ ❤➔♠ ❝õ❛ ❤➔♠ ♠ët ❜✐➳♥ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
✣↕♦ ❤➔♠ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
❱➼ ❞ö ✶
❈❤♦ ❤➔♠ s↔♥ ①✉➜t ❈♦❜❜✲❉♦✉❣❧❛s ❝â ❞↕♥❣
◗ ✏ ❢ ♣▲q ✏ ✷▲✶④✹ .
❛✳ ❚➼♥❤ ❤➔♠ s↔♥ ♣❤➞♠ ❝➟♥ ❜✐➯♥ t❤❡♦ ❧❛♦ ✤ë♥❣ ▼P▲ ✳
❜✳ ❚➼♥❤ ▼P▲ ♣▲ ✏ ✶✻q ✈➔ ✤÷❛ r❛ ♥❤➟♥ ①➨t✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✶✼ ✴ ✹✽
●❤✐ ❝❤ó
✣↕♦ ❤➔♠ ❝õ❛ ❤➔♠ ♠ët ❜✐➳♥ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
✣↕♦ ❤➔♠ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
✣↕♦ ❤➔♠ ✈➔ ❦❤→✐ ♥✐➺♠ s♦ s→♥❤ t➽♥❤
P❤➙♥ t➼❝❤ s♦ s→♥❤ t➽♥❤ ❧➔ ❜➔✐ t♦→♥ ❧✐➯♥ q✉❛♥ ✤➳♥ ✈✐➺❝ s♦ s→♥❤ ❤❛✐ tr↕♥❣
t❤→✐ ❝➙♥ ❜➡♥❣ ❝ô ✈➔ ♠î✐ ✈î✐ ♥❤❛✉✳
❚r↕♥❣ t❤→✐ ❝➙♥ ❜➡♥❣ ✤÷ñ❝ ①→❝ ✤à♥❤ ❜ð✐ ♥❣❤✐➺♠ ❝➙♥ ❜➡♥❣ ❤❛② ❧➔ t➟♣
❝→❝ ❣✐→ trà ❝õ❛ ❜✐➳♥ ♥ë✐ s✐♥❤ ❝➙♥ ❜➡♥❣✳
❇✐➳♥ ♥ë✐ s✐♥❤ ❝➙♥ ❜➡♥❣ ✤÷ñ❝ ①→❝ ✤à♥❤ t❤❡♦ t❤❛♠ sè ✈➔ ❜✐➳♥ ♥❣♦↕✐ s✐♥❤✳
P❤➙♥ t➼❝❤ s♦ s→♥❤ t➽♥❤ ❝❤➼♥❤ ❧➔ t➻♠ tè❝ ✤ë t❤❛② ✤ê✐ ❝õ❛ ❝õ❛ ❜✐➳♥ ♥ë✐
s✐♥❤ ❝➙♥ ❜➡♥❣ t❤❡♦ sü t❤❛② ✤ê✐ ❝õ❛ t❤❛♠ sè ✈➔ ❜✐➳♥ ♥❣♦↕✐ s✐♥❤ ✈➔ ❞♦
✤â ✤↕♦ ❤➔♠ ❝â þ ♥❣❤➽❛ q✉❛♥ trå♥❣ tr♦♥❣ s♦ s→♥❤ t➽♥❤✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✶✽ ✴ ✹✽
●❤✐ ❝❤ó
✣↕♦ ❤➔♠ ❝õ❛ ❤➔♠ ♠ët ❜✐➳♥ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
✣↕♦ ❤➔♠ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
✣↕♦ ❤➔♠ ✈➔ ✤ë ❞è❝ ❝õ❛ ♠ët ✤÷í♥❣
❚❛ ❝â t❤➸ ①❡♠ ✤ç t❤à ❝õ❛ ♠ët ❤➔♠ sè ② ✏ ❢ ♣① q ❣✐è♥❣ ♥❤÷ ❧➔ ♠ët ❤➺
t❤è♥❣ ❣ç♠ ❝→❝ ❞➣② ♥ó✐ ✈➔ ❝→❝ t❤✉♥❣ ❧ô♥❣✱ ✈î✐ ① ✤÷ñ❝ ❦➼ ❤✐➺✉ ❧➔ ✈à tr➼
✤ù♥❣ ❞å❝ t❤❡♦ trö❝ ① ✭tù❝ ❧➔ ❦❤♦↔♥❣ ❝→❝❤ ❧➔ ❜❛♦ ♥❤✐➯✉ t➼♥❤ tø ♠ët
✤✐➸♠ t❤❡♦ ❤÷î♥❣ ✤æ♥❣ ❤♦➦❝ ❤÷î♥❣ t➙②✮ ✈➔ ② ❧➔ ✤ë ❝❛♦ ❝õ❛ ✈à tr➼ ✤ù♥❣
s♦ ✈î✐ trö❝ ① ✭❤❛② ❧➔ ❝❛♦ ❜❛♦ ♥❤✐➯✉ s♦ ✈î✐ ♠➦t ♥÷î❝ ❜✐➸♥✮✳
❈↔ ♥❤➔ ❧❡♦ ♥ó✐ ✈➔ ♥❤➔ ❦✐♥❤ t➳ ✤➲✉ ✤➦❝ ❜✐➺t q✉❛♥ t➙♠ ✤➳♥ ✤ë ❞è❝✳ ❈→❝
♥❤➔ ❧❡♦ ♥ó✐ ❤✐➸♥ ♥❤✐➯♥ ❝❤ó þ ✤➳♥ ❝❤✉②➺♥ ❤å ✤❛♥❣ ❝❤✉➞♥ ❜à ❧➯♥ ❞è❝
❤❛② ①✉è♥❣ ❞è❝✱ ✈➔ ❝→❝ ♥❤➔ ❦✐♥❤ t➳ t❤➻ ❧↕✐ q✉❛♥ t➙♠ ✤➳♥ ❝❤✉②➺♥ ✤ç t❤à
❝õ❛ ♠ët ❤➔♠ sè ❧➔ ❞è❝ ❧➯♥ ✭❣✐è♥❣ ✤÷í♥❣ ❝✉♥❣✮ ❤❛② ❞è❝ ①✉è♥❣ ✭❣✐è♥❣
✤÷í♥❣ ❝➛✉✮✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✶✾ ✴ ✹✽
●❤✐ ❝❤ó
✣↕♦ ❤➔♠ ❝õ❛ ❤➔♠ ♠ët ❜✐➳♥ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
✣↕♦ ❤➔♠ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
▼✐♥❤ ❍å❛
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✷✵ ✴ ✹✽
●❤✐ ❝❤ó
✣↕♦ ❤➔♠ ❝õ❛ ❤➔♠ ♠ët ❜✐➳♥ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
✣↕♦ ❤➔♠ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
✣↕♦ ❤➔♠ ✈➔ ✤ë ❞è❝ ❝õ❛ ♠ët ✤÷í♥❣
✣ë ❞è❝ t↕✐ ♠ët ✤✐➸♠ ❜➜t ❦➻ ① ❝â t❤➸ ✤÷ñ❝ ✤♦ ❜ð✐ ✤ë ❝❤✉②➸♥ ✤ë♥❣ ∆① ✭❝❤➥♥❣
❤↕♥✱ ∆① ✏ ✺ ❤❛② ✤✐ ✈➲ ❜➯♥ ♣❤↔✐ ✺✮✱ ✤♦ ❜➡♥❣ ✤ë t❤❛② ✤ê✐ ✤ë ❝❛♦ ∆② ✭❝❤➥♥❣
② ✤➸ t➼♥❤ ✤ë ❞è❝ ✭ð ✤➙②✱
❤↕♥✱ ∆② ✏ ✁✷✵ ❤❛② ✤✐ ①✉è♥❣ ✷✵✮ ✈➔ ❧➟♣ t➾ sè ∆
∆①
∆②
✁✷✵ ✏ ✁✹✱ ♥❣❤➽❛ ❧➔ ♠é✐ ❜÷î❝ ❜↕♥ ✤✐ ✈➲ ♣❤➼❛ tr÷î❝✱ ❜↕♥ ✤➣ ✤✐ ①✉è♥❣
✏
∆①
✺
✹ ❜÷î❝✱ ❞➜✉ ➙♠ ð ✤➙② ❝❤♦ t❛ ❜✐➳t ❧➔ ✤✐ ①✉è♥❣✮✳ ❚ø ✤â t❛ ❝â ✤à♥❤ ♥❣❤➽❛ s❛✉✿
✣à♥❤ ♥❣❤➽❛
❈❤♦ ❤➔♠ sè ② ✏ ❢ ♣① q ❝â ✤↕♦ ❤➔♠ t↕✐ ① ✏ ①✵ ✳ ✣ë ❞è❝ ❝õ❛ ❤➔♠ sè
② ✏ ❢ ♣① q t↕✐ ①✵ ❝❤➼♥❤ ❧➔ ❤➺ sè ❣â❝ ❝õ❛ t✐➳♣ t✉②➳♥ ❝õ❛ ❢ ♣① q t↕✐ ①✵ ❤❛② ❧➔
✤↕♦ ❤➔♠ ❢ ✶ ♣①✵ q t↕✐ ✤✐➸♠ ①✵ ✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✷✶ ✴ ✹✽
●❤✐ ❝❤ó
✣↕♦ ❤➔♠ ❝õ❛ ❤➔♠ ♠ët ❜✐➳♥ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
✣↕♦ ❤➔♠ ✈➔ ❝→❝ ❦❤→✐ ♥✐➺♠ ❧✐➯♥ q✉❛♥
▼✐♥❤ ❍å❛
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✷✷ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❍➔♠ ❝❤✐ ♣❤➼✱ ❤➔♠ ❞♦❛♥❤ t❤✉ ✈➔ ❤➔♠ ❧ñ✐ ♥❤✉➟♥
❍➔♠ ❝❤✐ ♣❤➼
❍➔♠ tê♥❣ ❝❤✐ ♣❤➼ ❚❈ ✏ ❢ ♣◗ q❀
❍➔♠ ❝❤✐ ♣❤➼ ❝è ✤à♥❤ ❋❈❀
❍➔♠ ❝❤✐ ♣❤➼ ❜✐➳♥ ✤ê✐ ❱❈❀
❚❛ ❝â ❚❈ ✏ ❱❈ ❋❈❀
❍➔♠ ❝❤✐ ♣❤➼ tr✉♥❣ ❜➻♥❤✿ ❆❈ ✏ ❚❈
◗❀
❍➔♠ ❝❤✐ ♣❤➼ ❝è ✤à♥❤ tr✉♥❣ ❜➻♥❤✿ ❆❋❈ ✏ ❋❈
◗❀
❍➔♠ ❝❤✐ ♣❤➼ ❜✐➳♥ ✤ê✐ tr✉♥❣ ❜➻♥❤✿ ❆❱❈ ✏ ❱❈
◗❀
❚❛ ❝â ❆❈ ✏ ❆❱❈ ❆❋❈❀
❞ ❚❈✳
❍➔♠ ❝❤✐ ♣❤➼ ❝➟♥ ❜✐➯♥✿ ▼❈ ✏ ❞◗
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✷✸ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❍➔♠ ❝❤✐ ♣❤➼✱ ❤➔♠ ❞♦❛♥❤ t❤✉ ✈➔ ❤➔♠ ❧ñ✐ ♥❤✉➟♥
❍➔♠ ❞♦❛♥❤ t❤✉ ✈➔ ❤➔♠ ❧ñ✐ ♥❤✉➟♥
❍➔♠ tê♥❣ ❞♦❛♥❤ t❤✉✿ ❚❘ ✏ P◗❀
❍➔♠ ❞♦❛♥❤ t❤✉ tr✉♥❣ ❜➻♥❤✿ ❆❘ ✏ ❚❘
◗ ✏ P❀
❞ ❚❘✳
❍➔♠ ❞♦❛♥❤ t❤✉ ❝➟♥ ❜✐➯♥✿ ▼❘ ✏ ❞◗
❍➔♠ ❧ñ✐ ♥❤✉➟♥✿ Π ✏ ❚❘ ✁ ❚❈✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✷✹ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❍➔♠ ❝❤✐ ♣❤➼✱ ❤➔♠ ❞♦❛♥❤ t❤✉ ✈➔ ❤➔♠ ❧ñ✐ ♥❤✉➟♥
❱➼ ❞ö
❈❤♦ ❤➔♠ tê♥❣ ❝❤✐ ♣❤➼ ❝õ❛ ♠ët ❞♦❛♥❤ ♥❣❤✐➺♣ ❝â ❞↕♥❣
❚❈ ✏ ◗ ✸ ✁ ✺◗ ✷ ✶✺◗ ✺✵.
❚➻♠ ❤➔♠ ❝❤✐ ♣❤➼ ❜✐➳♥ ✤ê✐✱ ❝❤✐ ♣❤➼ ❝è ✤à♥❤ ❝õ❛ ❞♦❛♥❤ ♥❣❤✐➯♣✳
❚➻♠ ❤➔♠ ❝❤✐ ♣❤➼ tr✉♥❣ ❜➻♥❤✱ ❝❤✐ ♣❤➼ ❝➟♥ ❜✐➯♥ ❝õ❛ ❞♦❛♥❤ ♥❣❤✐➺♣✳
❚➻♠ ✤↕♦ ❤➔♠ ❝õ❛ ❤➔♠ ❝❤✐ ♣❤➼ ❜✐➳♥ ✤ê✐ ✈➔ ❝❤♦ ♥❤➟♥ ①➨t✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✷✺ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
✣↕♦ ❤➔♠ ❝õ❛ ♠ët sè ❤➔♠ sè sì ❝➜♣
❇↔♥❣ ✤↕♦ ❤➔♠ ❝õ❛ ♠ët sè ❤➔♠ sè sì ❝➜♣
❍➔♠ ❢ ♣① q
❢ ♣① q ✏ ❝ , ❝ ❧➔ ❤➡♥❣ sè
❢ ♣① q ✏ ① α , α ❘
❢ ♣① q ✏ ❛ ① , ❛ → ✵
❢ ♣① q ✏ ❡ ①
❢ ♣① q ✏ ❧♦❣❛ ① , ❛ → ✵, ❛ ✘ ✶, ① → ✵
❢ ♣① q ✏ ❧♥ ① , ① → ✵
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕♦ ❤➔♠ ❢ ✶ ♣① q
❢ ✶ ♣① q ✏ ✵✱ ✈î✐ ♠å✐ ①
❢ ✶ ♣① q ✏ α① α✁✶ ✱ ✈î✐ ♠å✐ ①
❢ ✶ ♣① q ✏ ❛① ❧♥ ❛✱ ✈î✐ ♠å✐ ①
❢ ✶ ♣① q ✏ ❡ ① ✱ ✈î✐ ♠å✐ ①
❢ ✶ ♣① q ✏ ① ❧♥✶ ❛ ✱ ✈î✐ ♠å✐ ① → ✵
❢ ✶ ♣① q ✏ ①✶ ✱ ✈î✐ ♠å✐ ① → ✵
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✷✻ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
◗✉✐ t➢❝ tê♥❣✱ t➼❝❤✱ t❤÷ì♥❣
❈❤♦ ❢ ♣① q, ❣ ♣① q ❧➔ ❝→❝ ❤➔♠ sè ❝â ✤↕♦ ❤➔♠✳ ❑❤✐ ✤â t❛ ❝â ❝→❝ q✉✐ t➢❝ t➼♥❤
✤↕♦ ❤➔♠ s❛✉✿
◗✉✐ t➢❝ tê♥❣✿ ♣❢ ♣① q ❣ ♣① qq✶ ✏ ❢ ✶ ♣① q ❣ ✶ ♣① q❀
◗✉✐ t➢❝ tê♥❣ tê♥❣ q✉→t✿
♣❢✶♣① q ❢✷♣① q . . . ❢♥ ♣① qq✶ ✏ ❢✶✶♣① q ❢✷✶♣① q . . . ❢♥✶♣① q.
◗✉✐ t➢❝ t➼❝❤✿ ♣❢ ♣① q❣ ♣① qq✶ ✏ ❢ ✶ ♣① q❣ ♣① q ❢ ♣① q❣ ✶ ♣① q❀
◗✉✐ t➢❝ t➼❝❤ tê♥❣ q✉→t✿
♣❢✶♣① q❢✷♣① q . . . ❢♥ ♣① qq✶ ✏
✏ ❢✶✶♣① q❢✷♣① q . . . ❢♥ ♣① q ❢✶♣① q❢✷✶♣① q . . . ❢♥ ♣① q ❢✶♣① q❢✷♣① q . . . ❢♥✶♣① q
✶
✶
◗✉✐ t➢❝ t❤÷ì♥❣✿ ❣❢ ♣♣①① qq ✏ ❢ ♣① q❣ ♣①❣q✷✁♣①❢q♣① q❣ ♣① q , ❣ ♣① q ✘ ✵✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✷✼ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❱➼ ❞ö
❚➼♥❤ ✤↕♦ ❤➔♠ ❝õ❛ ❝→❝ ❤➔♠ sè s❛✉✿
❄
❛✳ ❢ ♣① q ✏ ✸ ① ❄✷① ① ✷ ① ✶ ✳
❜✳ ❢ ♣① q ✏ ✷① ❧♦❣✷ ① ① ❧♥ ①✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✷✽ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❱➼ ❞ö
❈❤♦ ❤➔♠ ❞♦❛♥❤ t❤✉ tr✉♥❣ ❜➻♥❤ ❆❘ ✏ ❢ ♣◗ q✳ ❚➻♠ ❤➔♠ ❞♦❛♥❤ t❤✉ ❝➟♥ ❜✐➯♥
✈➔ ❝❤♦ ♥❤➟♥ ①➨t✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✷✾ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❱➼ ❞ö
❈❤♦ ❤➔♠ tê♥❣ ❝❤✐ ♣❤➼ ❚❈ ✏ ❚❈ ♣◗ q✳
❛✳ ❚➼♥❤ ❤➔♠ ❝❤✐ ♣❤➼ tr✉♥❣ ❜➻♥❤ ❆❈✳
❜✳ ❚➼♥❤ ✤ë ❞è❝ ❝õ❛ ❤➔♠ ❝❤✐ ♣❤➼ tr✉♥❣ ❜➻♥❤ ❆❈ ✶ ♣◗ q✳
❝✳ ❙♦ s→♥❤ ❝❤✐ ♣❤➼ tr✉♥❣ ❜➻♥❤ ❆❈ ✈➔ ❝❤✐ ♣❤➼ ❝➟♥ ❜✐➯♥ ▼❈ ❞ü❛ tr➯♥ ✤ë
❞è❝ ❝õ❛ ❆❈✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✸✵ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
✣↕♦ ❤➔♠ ❝õ❛ ❤➔♠ ❤ñ♣ ❤❛② q✉✐ t➢❝ ❝❤✉é✐
❈❤♦ ❤➔♠ sè ③ ✏ ❢ ♣② q ✈➔ ② ✏ ✉♣① q ❤❛② ③ ✏ ❢ ♣✉♣① qq✳ ❑❤✐ ✤â t❛ ❝â q✉✐ t➢❝
t➼♥❤ ✤↕♦ ❤➔♠ ❝õ❛ ③ t❤❡♦ ① ♥❤÷ s❛✉✿
③ ✶ ♣① q ✏ ❢ ✶ ♣✉♣① qq.✉✶ ♣① q ❤❛② ③①✶ ✏ ③②✶ ②①✶ .
❚❛ ❝â ❝ô♥❣ ❝â t❤➸ ✈✐➳t ❞÷î✐ ❞↕♥❣ t÷ì♥❣ ✤÷ì♥❣✿
❞③ ✏ ❞③ ❞② .
❞① ❞② ❞①
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✸✶ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❇↔♥❣ t➼♥❤ ✤↕♦ ❤➔♠ ❝õ❛ ❤➔♠ ❤ñ♣
❍➔♠ ③ ✏ ❢ ♣✉♣① qq
③ ♣ ① q ✏ ✉ ♣ ① qα , α ❘
③ ♣ ① q ✏ ❛ ✉ ♣① q , ❛ → ✵
③ ♣① q ✏ ❡ ✉♣① q
③ ♣① q ✏ ❧♦❣❛ ✉♣① q✱
❛ → ✵ , ❛ ✘ ✶, ✉ ♣① q → ✵
③ ♣① q ✏ ❧♥ ✉♣① q,
✉ ♣① q → ✵
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕♦ ❤➔♠ ③ ✶ ♣① q
③ ✶ ♣① q ✏ α✉α✁✶ ✉✶ ♣① q✱ ✈î✐ ♠å✐ ①
③ ✶ ♣① q ✏ ❛✉♣① q ❧♥ ❛✉✶ ♣① q✱ ✈î✐ ♠å✐ ①
③ ✶ ♣① q ✏ ❡ ✉♣① q ✉✶ ♣① q✱ ✈î✐ ♠å✐ ①
✶
③ ✶ ♣① q ✏ ✉♣✉① ♣q①❧♥q ❛ ✱
✈î✐ ♠å✐ ① : ✉♣① q → ✵
✶
③ ✶ ♣① q ✏ ✉✉♣♣①①qq ✱
✈î✐ ♠å✐ ① : ✉♣① q → ✵
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✸✷ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❱➼ ❞ö
❚➼♥❤ ✤↕♦ ❤➔♠ ❝õ❛ ❝→❝ ❤➔♠ sè s❛✉✿
❛✳ ③ ♣① q ✏ ❄
♣✸① ✷ ✁ ✷① ✶q✶✵✳
❜✳ ③ ♣① q ✏ ✷① ✹ ✺① ✷ ✸✳
❝✳ ③ ♣① q ✏ ❡ ① ✷ ① ✶ ✳
❞✳ ③ ♣① q ✏ ❧♦❣✷ ♣ ① ✷ ① ✶ q, ① → ✵✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✸✸ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
✣↕♦ ❤➔♠ ❝õ❛ ❤➔♠ ♥❣÷ñ❝
✣à♥❤ ♥❣❤➽❛
❈❤♦ ❤➔♠ sè ❢ ♣① q✳ ◆➳✉ tç♥ t↕✐ ❤➔♠ ❣ ♣① q s❛♦ ❝❤♦ ❢ ♣❣ ♣① qq ✏ ❣ ♣❢ ♣① qq ✏ ①
t❤➻ ❣ ♣① q ✤÷ñ❝ ❣å✐ ❧➔ ❤➔♠ ♥❣÷ñ❝ ❝õ❛ ❢ ♣① q ✈➔ ✤÷ñ❝ ❦➼ ❤✐➺✉ ❧➔ ❢ ✁✶ ♣① q✳
✣à♥❤ ❧➼
❈❤♦ ❤➔♠ sè ❢ ♣① q✳ ◆➳✉ ❢ ♣① q ❧➔ ❤➔♠ ✤ì♥ ✤✐➺✉ t❤➻ ❢ ♣① q ❝â ❤➔♠ ♥❣÷ñ❝✳
◆❤➟♥ ①➨t✿ ❑❤✐ ❢ ♣① q ❧➔ ❤➔♠ ❦❤↔ ✈✐ t❤➻ ❢ ♣① q ✤ì♥ ✤✐➺✉ ❦❤✐ ❢ ✶♣① q → ✵, ❅①
❤♦➦❝ ❢ ✶ ♣① q ➔ ✵, ❅①✳ ◆❤÷ ✈➟② t❛ ❝â t❤➸ ❦✐➸♠ tr❛ ✈✐➺❝ tç♥ t↕✐ ❤➔♠ ♥❣÷ñ❝
❝õ❛ ❢ ♣① q ❞ü❛ tr➯♥ ✈✐➺❝ ①➨t ❞➜✉ ❝õ❛ ✤↕♦ ❤➔♠ ❢ ✶ ♣① q✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✸✹ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❱➼ ❞ö
❈❤ù♥❣ ♠✐♥❤ r➡♥❣ ♥❤ú♥❣ ❤➔♠ sè s❛✉ ❝â ❤➔♠ ♥❣÷ñ❝ tr➯♥ ♠✐➲♥ ❝❤➾ r❛ t÷ì♥❣
ù♥❣ ✈➔ t➼♥❤ ✤↕♦ ❤➔♠ ❤➔♠ ♥❣÷ñ❝ ❝õ❛ ❝❤ó♥❣✿
❛✳ ❢ ♣① q ✏ ❛① ❜, ❛ ✘ ✵✳
❜✳ ❢ ♣① q ✏ ❆① α , ❆ ✘ ✵, α ✘ ✵, ① → ✵✳
❝✳ ❢ ♣① q ✏ ① ✺ ① ✸ ① , ① ❘ ✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✸✺ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
✣à♥❤ ❧➼ ✤↕♦ ❤➔♠ ❤➔♠ ♥❣÷ñ❝
✣à♥❤ ❧➼
❈❤♦ ❤➔♠ sè ❢ ♣① q ❝â ✤↕♦ ❤➔♠ ✈➔ ❝â ❤➔♠ ♥❣÷ñ❝ ❧➔ ❢ ✁✶ ♣① q✳ ❑❤✐ ✤â ❤➔♠
♥❣÷ñ❝ ❢ ✁✶ ♣① q ❝ô♥❣ ❝â ✤↕♦ ❤➔♠ ✈➔ ✤÷ñ❝ ❝❤♦ ❜ð✐ ❝æ♥❣ t❤ù❝✿
♣❢ ✁✶q✶♣① q ✏ ❢ ✶♣❢ ✁✶✶♣① qq
❤❛②
♣❢ ✁✶q✶♣②✵q ✏ ❢ ✶♣✶① q , ✈î✐ ②✵ ✏ ❢ ♣①✵q.
✵
◆❤➟♥ ①➨t✿
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✸✻ ✴ ✹✽
●❤✐ ❝❤ó
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❈→❝ q✉✐ t➢❝ t➼♥❤ ✤↕♦ ❤➔♠
❱➼ ❞ö
❈❤♦ ❤➔♠ sè ❢ ♣① q ✏ ① ✺ ① ✸ ① , ① ❘ ✳
❛✳ ❚➼♥❤ ❢ ✁✶ ♣✸q✳
❜✳ ❚➼♥❤ ♣❢ ✁✶ q✶ ♣✸q✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✸✼ ✴ ✹✽
●❤✐ ❝❤ó
❱✐ ♣❤➙♥
❑❤→✐ ♥✐➺♠ ✈➲ ✈✐ ♣❤➙♥
❑❤→✐ ♥✐➺♠ ✈➲ ✈✐ ♣❤➙♥
❈❤♦ ❤➔♠ sè ② ✏ ❢ ♣① q✳ ❑❤✐ ① t❤❛② ✤ê✐ ♠ët ❧÷ñ♥❣ ∆① t❤➻ ② t÷ì♥❣ ù♥❣ t❤❛②
✤ê✐ ♠ët ❧÷ñ♥❣ ∆②✳ ◆➳✉ ❧÷ñ♥❣ t❤❛② ✤ê✐ ❝õ❛ ① ❧➔ ✤õ ♥❤ä t❤➻ t❛ ❦➼ ❤✐➺✉ ❧➔ ❞①
✈➔ ❧÷ñ♥❣ t❤❛② ✤ê✐ ✤õ ♥❤ä t÷ì♥❣ ù♥❣ ❝õ❛ ② t❛ ❦➼ ❤✐➺✉ ❧➔ ❞②✳
✣à♥❤ ♥❣❤➽❛
❈❤♦ ❤➔♠ sè ❢ ♣① q✳ ▲÷ñ♥❣ t❤❛② ✤ê✐ ✤õ ♥❤ä ❞① , ❞② t÷ì♥❣ ù♥❣ ✤÷ñ❝ ❣å✐ ❧➔ ✈✐
♣❤➙♥ ❝õ❛ ❜✐➳♥ sè ✈➔ ✈✐ ♣❤➙♥ ❝õ❛ ❤➔♠ sè✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✸✽ ✴ ✹✽
●❤✐ ❝❤ó
❱✐ ♣❤➙♥
▼è✐ q✉❛♥ ❤➺ ❣✐ú❛ ✈✐ ♣❤➙♥ ✈➔ ✤↕♦ ❤➔♠
▼è✐ q✉❛♥ ❤➺ ❣✐ú❛ ✈✐ ♣❤➙♥ ✈➔ ✤↕♦ ❤➔♠
❈❤♦ ❤➔♠ sè ② ✏ ❢ ♣① q✳ ❚❛ ❝â ❢ ✶ ♣① q ✏ ❞②
❞① ❤❛② ♠ët ❝→❝❤ t÷ì♥❣ ✤÷ì♥❣
❞② ✏ ❢ ✶ ♣① q❞① .
✭✸✮
◆❤➟♥ ①➨t✿
❈æ♥❣ t❤ù❝ ✭✸✮ ❝❤♦ t❛ t➼♥❤ ✤ë t❤❛② ✤ê✐ ❝õ❛ ❤➔♠ sè ② ❦❤✐ ① t❤❛② ✤ê✐
♠ët ❧÷ñ♥❣ ✈æ ❝ò♥❣ ❜➨✳
❑❤✐ ∆① ❦❤æ♥❣ ✤÷ñ❝ ①➨t ❧➔ ✈æ ❝ò♥❣ ❜➨ t❤➻ t❛ ✈✐➳t✿
∆② ≈ ❢ ✶ ♣① q∆①
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
❤❛② ❢ ♣①✵ ∆① q ≈ ❢ ♣①✵ q ❢ ✶ ♣①✵ q∆① .
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✸✾ ✴ ✹✽
●❤✐ ❝❤ó
❱✐ ♣❤➙♥
❱➼ ❞ö
▼è✐ q✉❛♥ ❤➺ ❣✐ú❛ ✈✐ ♣❤➙♥ ✈➔ ✤↕♦ ❤➔♠
❄
❈❤♦ ❤➔♠ sè ❢ ♣① q ✏ ✸① ✹ ✷① ✷ ✹✳
❛✳ ❚➼♥❤ ✈✐ ♣❤➙♥ ❞② ❝õ❛ ❤➔♠ sè✳
❜✳ ❚➼♥❤ ❣✐→ trà ❢ ♣✶, ✵✷q✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✹✵ ✴ ✹✽
●❤✐ ❝❤ó
❱✐ ♣❤➙♥
▼è✐ q✉❛♥ ❤➺ ❣✐ú❛ ✈✐ ♣❤➙♥ ✈➔ ✤↕♦ ❤➔♠
▼ët sè t➼♥❤ ❝❤➜t ❝õ❛ ✈✐ ♣❤➙♥
❈❤♦ ✉ ✏ ✉♣① q ✈➔ ✈ ✏ ✈ ♣① q ❧➔ ❝→❝ ❤➔♠ sè ❝õ❛ ①✳ ❑❤✐ ✤â t❛ ❝â ❝→❝ t➼♥❤
❝❤➜t s❛✉✿
✶✳ ❞ ♣❝ q ✏ ✵✱ ✈î✐ ❝ ❧➔ ❤➡♥❣ sè✳
✷✳ ❞ ♣❝✉♥ q ✏ ❝♥✉♥✁✶ ❞✉✱ ✈î✐ ❝ ❧➔ ❤➡♥❣ sè✳
✸✳ ❞ ♣✉ ✟ ✈ q ✏ ❞✉ ✟ ❞✈✳
✹✳ ❞ ♣✉✈ q ✏ ✉❞✈ ✈❞✉✳
✺✳ ❞ ♣ ✈✉ q ✏ ✈❞✉ ✈✁✷ ✉❞✈ ✱ ✈î✐ ✈ ♣① q ✘ ✵✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✹✶ ✴ ✹✽
●❤✐ ❝❤ó
❱✐ ♣❤➙♥
▼è✐ q✉❛♥ ❤➺ ❣✐ú❛ ✈✐ ♣❤➙♥ ✈➔ ✤↕♦ ❤➔♠
❱➼ ❞ö
❚➼♥❤ ✈✐ ♣❤➙♥ ❝õ❛ ❤➔♠ sè s❛✉ ❜➡♥❣ ❝→❝❤ sû ❞ö♥❣ ❝→❝ t➼♥❤ ❝❤➜t ❝õ❛ ✈✐ ♣❤➙♥✿
❛
❢ ♣① q ✏ ✸① ✹ ✷① ✷ ✹
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✹✷ ✴ ✹✽
●❤✐ ❝❤ó
❱✐ ♣❤➙♥
❱✐ ♣❤➙♥ ✈➔ ❤➺ sè ❝♦ ❣✐➣♥ ✤✐➸♠
✣à♥❤ ♥❣❤➽❛ ❤➺ sè ❝♦ ❣✐➣♥
✣à♥❤ ♥❣❤➽❛
❈❤♦ ❤➔♠ sè ② ✏ ❢ ♣① q✳ ❍➺ sè ❝♦ ❣✐➣♥ ❝õ❛ ② t❤❡♦ ①✱ ❦➼ ❤✐➺✉ ❧➔ ε②① ✱ ✤÷ñ❝ ①→❝
✤à♥❤ ❜ð✐
❞② ④② .
ε②① ✏
❞① ④①
◆❤➟♥ ①➨t✿
❑❤✐ ① t➠♥❣ ✶% t❤➻ ② t➠♥❣ ❦❤♦↔♥❣ ε②① %✳
❚❛ ❝â
❞② ④❞① ✏ ❢ ✶ ♣① q① ✏ ❤➔♠ ❝➟♥ ❜✐➯♥ .
ε②① ✏
② ④①
❢ ♣① q ❤➔♠ tr✉♥❣ ❜➻♥❤
❚r♦♥❣ ❦✐♥❤ t➳ t❛ ❝❤➾ ①➨t ① → ✵✱ ② → ✵✳ ✣✐➲✉ ♥➔② ❝❤ù♥❣ tä ❢ ✶ ♣① q ❧✉æ♥
❝ò♥❣ ❞➜✉ ✈î✐ ε②① ✳ ❚ø ✤â ♥➳✉ ❤➺ sè ❝♦ ❣✐➣♥ ❝õ❛ ❝➛✉ ❧➔ ➙♠ t❤➻ ❝ô♥❣
t÷ì♥❣ ✤÷ì♥❣ ✈î✐ ✤÷í♥❣ ❝➛✉ ❧➔ ❞è❝ ①✉è♥❣✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✹✸ ✴ ✹✽
●❤✐ ❝❤ó
❱✐ ♣❤➙♥
❱✐ ♣❤➙♥ ✈➔ ❤➺ sè ❝♦ ❣✐➣♥ ✤✐➸♠
❙ü ❝♦ ❣✐➣♥ ❝õ❛ ❤➔♠ sè t↕✐ ♠ët ✤✐➸♠
✣à♥❤ ♥❣❤➽❛
✩
✬
✫❝♦ ❣✐➣♥
❍➔♠ sè ② ✏ ❢ ♣① q ✤÷ñ❝ ❣å✐ ❧➔ ✬❝♦ ❣✐➣♥ ✤ì♥ ✈à t↕✐ ♠ët ✤✐➸♠ ♥➳✉
✪➼t ❝♦ ❣✐➣♥
⑤ε②① ⑤ ➾ ✶
❄
❱➼ ❞ö✿ ❚➼♥❤ ❤➺ sè ❝♦ ❣✐➣♥ ❝õ❛ ❤➔♠ sè ② ✏ ✸① ✹ ✷① ✷ ✹ t↕✐ ① ✏ ✶ ✈➔
❝❤♦ ♥❤➟♥ ①➨t✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✹✹ ✴ ✹✽
●❤✐ ❝❤ó
❱✐ ♣❤➙♥
❱✐ ♣❤➙♥ ✈➔ ❤➺ sè ❝♦ ❣✐➣♥ ✤✐➸♠
❱➼ ❞ö
❈❤♦ ❤➔♠ ❝➛✉ ◗ ✏ ✶✵✵ ✁ ✺P✳
❛✳ ❚➻♠ ❤➺ sè ❝♦ ❣✐➣♥ ❝õ❛ ❝➛✉ ε❞ ✳
❜✳ ❚➻♠ ♠✐➲♥ ❣✐→ ✤➸ ❤➔♠ ❝➛✉ ❧➔ ❝♦ ❣✐➣♥✱ ❝♦ ❣✐➣♥ ✤ì♥ ✈à ❤♦➦❝ ➼t ❝♦ ❣✐➣♥ ✈➔
tø ✤â ❝❤♦ ♥❤➟♥ ①➨t✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✹✺ ✴ ✹✽
●❤✐ ❝❤ó
❱✐ ♣❤➙♥
❱✐ ♣❤➙♥ ✈➔ ❤➺ sè ❝♦ ❣✐➣♥ ✤✐➸♠
❱➼ ❞ö
▼ët ❞♦❛♥❤ ♥❣❤✐➺♣ ❝â ❤➔♠ ❝➛✉ ❝❤♦ ❜ð✐ ◗ ✏ ◗ ♣P q✳ ❑❤✐ ✤â t❛ ❝â ❝→❝ ❦❤➥♥❣
✤à♥❤ s❛✉✿
❛✳ ❑❤✐ ✤÷í♥❣ ❝➛✉ ➼t ❝♦ ❣✐➣♥✱ sü ❣✐❛ t➠♥❣ ❝õ❛ ❣✐→ ❝↔ ❧➔ t➠♥❣ tê♥❣
❞♦❛♥❤ t❤✉ ✈➔ sü ❣✐↔♠ sót ❝õ❛ ❣✐→ ❝↔ ❧➔♠ ❣✐↔♠ tê♥❣ ❞♦❛♥❤
t❤✉✳
❜✳ ❑❤✐ ✤÷í♥❣ ❝➛✉ ❝♦ ❣✐➣♥✱ sü ❣✐❛ t➠♥❣ ❝õ❛ ❣✐→ ❝↔ ❧➔ ❣✐↔♠ tê♥❣
❞♦❛♥❤ t❤✉ ✈➔ sü ❣✐↔♠ sót ❝õ❛ ❣✐→ ❝↔ ❧➔♠ t➠♥❣ tê♥❣ ❞♦❛♥❤
t❤✉✳
❝✳ ❑❤✐ ✤÷í♥❣ ❝➛✉ ❝♦ ❣✐➣♥ ✤ì♥ ✈à✱ sü t❤❛② ✤ê✐ ❝õ❛ ❣✐→ ❝↔ ❦❤æ♥❣
❧➔♠ ↔♥❤ ❤÷ð♥❣ ✤➳♥ tê♥❣ ❞♦❛♥❤ t❤✉✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✹✻ ✴ ✹✽
●❤✐ ❝❤ó
❱✐ ♣❤➙♥
❱✐ ♣❤➙♥ ✈➔ ❤➺ sè ❝♦ ❣✐➣♥ ✤✐➸♠
▼ët sè t➼♥❤ ❝❤➜t ❝õ❛ ❤➺ sè ❝♦ ❣✐➣♥
▼➺♥❤ ✤➲
❍➔♠ sè ② ✏ ❢ ♣① q ❝â ❤➺ sè ❝♦ ❣✐➣♥ ❦❤æ♥❣ ✤ê✐ t↕✐ ♠å✐ ① ♥➳✉ ✈➔ ❝❤➾ ♥➳✉
② ✏ ❆① ❛ ✈➔ ε②① ✏ ❛✳
▼➺♥❤ ✤➲
◆➳✉ ❤➔♠ sè ② ✏ ❢ ♣① q ❝â ❤➔♠ ♥❣÷ñ❝ ❧➔ ❣ ♣① q ✈➔ ❤➺ sè ❝♦ ❣✐➣♥ ❝õ❛ ❢ ♣① q
t❤❡♦ ① ❧➔ ε❢ ✈➔ ❤➺ sè ❝♦ ❣✐➣♥ ❝õ❛ ❤➔♠ ♥❣÷ñ❝ ❣ ♣① q ❧➔ ε❣ t❤➻ t❛ ❝â✿
✶ .
ε❣ ♣ ① q ✏
ε❢ ♣❣ ♣① qq
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✹✼ ✴ ✹✽
●❤✐ ❝❤ó
❱✐ ♣❤➙♥
❱✐ ♣❤➙♥ ✈➔ ❤➺ sè ❝♦ ❣✐➣♥ ✤✐➸♠
❱➼ ❞ö
❈❤♦ ❤➔♠ ❝➛✉ ◗ ✏ ✶✵✵P ✁✺ ✳ ❚➼♥❤ ❤➺ sè ❝♦ ❣✐➣♥ ❝õ❛ ❤➔♠ ❝➛✉ ε◗P ✱ ❤➺ sè ❝♦
❣✐➣♥ ❝õ❛ ❤➔♠ ❝➛✉ ♥❣÷ñ❝ εP◗ ✈➔ ❝❤♦ ♥❤➟♥ ①➨t✳
◆❣✉②➵♥ ❚❤à ◆❤✉♥❣ ✭✣❍ ❚❍❿◆● ▲❖◆●✮
✣↕✐ ❙è ✈➔ ●✐↔✐ t➼❝❤
◆❣➔② ✶✼ t❤→♥❣ ✶✷ ♥➠♠ ✷✵✶✶
✹✽ ✴ ✹✽