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slide-1
SLIDE 1

❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐

❏❛❣✐❡❧❧♦♥✐❛♥ ❯♥✐✈❡rs✐t②

✹✾ ❙②♠♣♦s✐✉♠ ♦♥ ▼❛t❤❡♠❛t✐❝❛❧ P❤②s✐❝s✱ ❚♦r✉➠ ✶✼✳✵✻✳✷✵✶✼

slide-2
SLIDE 2

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s

P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r②

❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

slide-3
SLIDE 3

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❈♦♥❡s ❛♥❞ ❢❛❝❡s

P♦s✐t✐✈❡ ❝♦♥❡s ✐♥ ✈❡❝t♦r s♣❛❝❡s ▲❡t (❱ , R) ❜❡ ❛ r❡❛❧ ✈❡❝t♦r s♣❛❝❡✳ ❆ s❡t ❑ ⊂ ❱ ✐s ❝❛❧❧❡❞ ❛ ❝♦♥❡ ✐❢ ❋♦r ①, ② ∈ ❑ ❛♥❞ α, β ≥ ✵ t❤❡♥ α① + β② ≥ ✵✱ ❑ ✐s ❝❧♦s❡❞ ✐♥ t❤❡ ♥❛t✉r❛❧ t♦♣♦❧♦❣② ♦❢ ❱ ❛♥❞ ✐♥t❑ = ∅✱ ❑ ∩ (−❑) = {✵}✳ ❱❡❝t♦rs ① ∈ ✐♥t❑ ❛r❡ ❝❛❧❧❡❞ str✐❝t❧② ♣♦s✐t✐✈❡ ❛♥❞ ❞❡♥♦t❡❞ ① > ✵✳ ❊①❛♠♣❧❡ ♦❢ ❛ ❝♦♥❡ ✿ ♣♦s✐t✐✈❡ ❤②♣❡r♦❝t❛♥t ❑ = R♥

+✳

❋❛❝❡ ♦❢ ❛ ❝♦♥❡ ❚❤❡ ❢❛❝❡ ❋ ⊂ ❑ ✐s ❛ ❝♦♥❡ s✉❝❤ t❤❛t ✿ ② ≤ ① ❛♥❞ ① ∈ ❋ ⇒ ② ∈ ❋ ✭✶✮ ❖♥❡ ❞✐♠❡♥s✐♦♥❛❧ ❢❛❝❡ ✐s ❝❛❧❧❡❞ ❛♥ ❡①tr❡♠❛❧ r❛②✳ ❊①❛♠♣❧❡ ✿ ❋♦r ❑ = R♥

+

❢❛❝❡s ❛r❡ t❤❡ s❡ts R❦

+✱ ❦ = ✵, . . . ♥✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-4
SLIDE 4

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❚❤❡ ❝♦♥❡ ♦❢ ♣♦s✐t✐✈❡ ✲ s❡♠✐❞❡✜♥✐t❡ ♠❛tr✐❝❡s ❉❡♥♦t❡ t❤❡ s❡t ♦❢ ♥ × ♥ ♠❛tr✐❝❡s ❛s M♥(C)✳ P♦s✐t✐✈❡ ✲ s❡♠✐❞❡✜♥✐t❡ ♠❛tr✐❝❡s ✿ M+

♥ (C) = {ρ ∈ M♥(C) : ∀|ψ ψ| ρ |ψ ≥ ✵} ⊂ MR ♥ (C)

✭✷✮ ❢♦r♠ ❛ ♣♦s✐t✐✈❡ ❝♦♥❡ ✐♥ t❤❡ s♣❛❝❡ ♦❢ ❤❡r♠✐t❡❛♥ ♠❛tr✐❝❡s (MR

♥ (C), R)✳

❖♥❡ ❤❛s ρ > ✵ ⇔ ❑❡r ρ = {✵}✳ ❙❡t ♦❢ ♠✐①❡❞ st❛t❡s ♦❢ s✐③❡ ◆ ❙t❛t❡s ♦❢ ✜♥✐t❡✲❞✐♠❡♥s✐♦♥❛❧ ♦♣❡♥ q✉❛♥t✉♠ s②st❡♠ ❛r❡ ♠♦❞❡❧❧❡❞ ❜② t❤❡ s❡t ♦❢ ❞❡♥s✐t② ♠❛tr✐❝❡s ✿ M+,✶

(C) = {ρ ∈ M♥(C) : ρ ≥ ✵, ❚r ρ = ✶} ⊂ MR(C). ✭✸✮ P✉r❡ st❛t❡s P✉r❡ st❛t❡s ❛r❡ ♦♥❡ ❞✐♠❡♥s✐♦♥❛❧ ♣r♦❥❡❝t♦rs ✱✐✳❡✳ ❞❡♥s✐t② ♠❛tr✐❝❡s ♦❢ t❤❡ ❢♦r♠ ρ = |ψ ψ|✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-5
SLIDE 5

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

P♦s✐t✐✈❡ ♠❛♣s

P♦s✐t✐✈❡ ♠❛♣s ❆ ♠❛♣ Φ : M♥(C) → M♥(C) ✐s ❝❛❧❧❡❞ ♣♦s✐t✐✈❡ ✐❢ Φ(M+

♥ (C)) ⊆ M+ ♥ (C)✳ ❚❤❛t ✐s ♣♦s✐t✐✈❡ ♠❛♣ ❧❡❛✈❡s t❤❡ ❝♦♥❡ ✐♥✈❛r✐❛♥t✳

❊①❛♠♣❧❡ ✿ ◆♦♥♥❡❣❛t✐✈❡ ♠❛tr✐① ✐s t❤❡ ♣♦s✐t✐✈❡ ♠❛♣ ✇✐t❤ r❡s♣❡❝t t♦ t❤❡ ❝♦♥❡ R♥

+✳

❊✈♦❧✉t✐♦♥ ♦❢ t❤❡ q✉❛♥t✉♠ s②st❡♠ ❲❤❡♥ Φ : M♥(C) → M♥(C) ❝❛♥ ♠♦❞❡❧ ❞✐s❝r❡t❡ ❡✈♦❧✉t✐♦♥ ♦❢ ❛♥ ♦♣❡♥ q✉❛♥t✉♠ s②st❡♠ ✿ ρ → Φ(ρ)? ✭✹✮ ❈♦♠♣❧❡t❡❧② ♣♦s✐t✐✈❡ ♠❛♣ P♦s✐t✐✈❡ ♠❛♣ Φ : M♥(C) → M♥(C) ✐s ❝♦♠♣❧❡t❡❧② ♣♦s✐t✐✈❡ ✭❈P ♠❛♣✮ ✐❢ t❤❡ ♠❛♣ Φ ⊗ I❦ : M♥❦(C) → M♥❦(C) ✐s ♣♦s✐t✐✈❡ ❢♦r ❦ = ✶, . . .✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-6
SLIDE 6

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

Φ ❛s ❛ s✉♣❡r♦♣❡r❛t♦r ❋♦r ✜♥✐t❡ ✲ ❞✐♠❡♥s✐♦♥❛❧ s②st❡♠s Φ ❛❝ts ❛s ❛ ♠❛tr✐① ✿ ρ✐❥ → Φ✐❥

❦❧ ρ❦❧.

✭✺✮ ❉②♥❛♠✐❝❛❧ ♠❛tr✐① ✭❙✉❞❛rs❤❛♥ ❛t ❛❧✳✱ ✶✾✻✶✮ ❉❡✜♥❡ r❡s❤✉✤❡❞ ♠❛tr✐① ❉✿ ❉✐❥

❦❧ = Φ✐❦ ❥❧ .

❈❤♦✐✬s t❤❡♦r❡♠ ✭✶✾✼✺✮ Φ ✐s ❝♦♠♣❧❡t❡❧② ♣♦s✐t✐✈❡ ⇔ ❉ ≥ ✵✳ ❑r❛✉s ❢♦r♠ Φ : M♥(C) → M♥(C) ✲ ❈P ♠❛♣✱ t❤❡♥ Φ(❳) =

  • ✐=✶

❆✐❳❆†

✐ , ❑ ≤ ◆✷.

✭✻✮

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-7
SLIDE 7

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❚r❛❝❡ ♣r❡s❡r✈✐♥❣ ❛♥❞ ✉♥✐t❛❧ ♠❛♣s ❚r❛❝❡ ♣r❡s❡r✈❛t✐♦♥✿ ❚r Φ(ρ) = ❚r ρ ⇔

  • ✐=✶

❆†

✐ ❆✐ = I

✭✼✮ ❯♥✐t❛❧✐t②✿ Φ(I) = I ⇔

  • ✐=✶

❆✐ ❆†

✐ = I

✭✽✮ ❉✉❛❧ ♠❛♣ ❋♦r ♣♦s✐t✐✈❡ Φ : M♥(C) → M♥(C) t❤❡ ❞✉❛❧ ♠❛♣ Φ◦ ✐s ❞❡✜♥❡❞✿ ❳ † , Φ(❨ )❍❙ = Φ◦(❳) , ❨ ❍❙ Φ ❤❛s t❤❡ s❛♠❡ s♣❡❝tr✉♠ ❛s Φ◦✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-8
SLIDE 8

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❉✉❛❧ ❈P ♠❛♣ Φ(❳) =

  • ✐=✶

❆✐❳❆†

✐ ⇔ Φ◦(❳) = ❑

  • ✐=✶

❆†

✐ ❳❆✐.

Φ tr❛❝❡ ♣r❡s❡r✈✐♥❣ ⇔ Φ◦ ✉♥✐t❛❧✳ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ ♣♦s✐t✐✈❡ ♠❛♣s ■❢ Φ : M♥(C) → M♥(C) ✐s ♣♦s✐t✐✈❡✱ tr❛❝❡ ♣r❡s❡r✈✐♥❣ ♦r ✉♥✐t❛❧✱ t❤❡♥ ❆❧❧ ❡✐❣❡♥✈❛❧✉❡s ❜❡❧♦♥❣ t♦ t❤❡ ✉♥✐t ❞✐s❦✱ ❚❤❡ ❧❡❛❞✐♥❣ ❡✐❣❡♥✈❛❧✉❡ ❡q✉❛❧s ✶ ✭✐✳❡✳ t❤❡r❡ ❛❧✇❛②s ❡①✐sts t❤❡ ✜①❡❞ ♣♦✐♥t✱ ♣♦ss✐❜❧② ❞❡❣❡♥❡r❛t❡❞✮✱ ❋✐①❡❞ ♣♦✐♥t ❝❛♥ ❜❡ ❝❤♦s❡♥ t♦ ❜❡ ❛ ❞❡♥s✐t② ♠❛tr✐①✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-9
SLIDE 9

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

  • 1.0
  • 0.5

0.0 0.5 1.0

  • 1.0
  • 0.5

0.0 0.5 1.0

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-10
SLIDE 10

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

■rr❡❞✉❝✐❜❧❡ ♠❛♣s

■rr❡❞✉❝✐❜❧❡ ♣♦s✐t✐✈❡ ♠❛♣ ❆ ♣♦s✐t✐✈❡ ♠❛♣ Φ ✐s ❝❛❧❧❡❞ ✐r❡❞✉❝✐❜❧❡ ✐❢ ✐t s❛t✐s✜❡s t❤❡ ❢♦❧❧♦✇✐♥❣ ❝♦♥❞✐t✐♦♥✿ Φ(PM♥(C)P) ⊆ PM♥(C)P, P − ♣r♦❥❡❝t♦r ⇒ P ∈ {✵, I}. ✭✾✮ ❊q✉✐✈❛❧❡♥t❧②✱ t❤✐s ❝♦♥❞✐t✐♦♥ ♠❡❛♥s t❤❛t t❤❡r❡ ❞♦❡s ♥♦t ❡①✐st ♥♦♥tr✐✈✐❛❧ ❢❛❝❡ ♦❢ M♥(C)+ ✇❤✐❝❤ ✐s ✐♥✈❛r✐❛♥t ✉♥❞❡r ❛❝t✐♦♥ ♦❢ Φ✳ ◗✉❛♥t✉♠ ✈❡rs✐♦♥ ♦❢ P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r❡♠ ■❢ t❤❡ ♣♦s✐t✐✈❡ ❚P ♦r ✉♥✐t❛❧ ♠❛♣ Φ ✐s ✐rr❡❞✉❝✐❜❧❡✱ t❤❡♥ t❤❡ ❡✐❣❡♥✈❡❝t♦r ρ ❝♦rr❡s♣♦♥❞✐♥❣ t♦ ❡✐❣❡♥✈❛❧✉❡ ✶ ✐s ♥♦♥❞❡❣❡♥❡r❛t❡ ❛♥❞ str✐❝t❧② ♣♦s✐t✐✈❡✱ ✐✳❡✳ ρ > ✵✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-11
SLIDE 11

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

P❡r✐♣❤❡r❛❧ s♣❡❝tr✉♠ ❙P(Φ) = {λ ∈ s♣❡❝(Φ) : |λ| = ✶} ■♠♣♦rt❛♥❝❡ ♦❢ ♣❡r✐♣❤❡r❛❧ s♣❡❝tr✉♠ ❆s②♠♣t♦t✐❝ ❞②♥❛♠✐❝s ♦❢ t❤❡ ♠❛♣ ✿ ρ → Φ(ρ) → Φ✷(ρ) → . . . ❈❛♥ ✇❡ s❛② s♦♠❡t❤✐♥❣ ♠♦r❡ ❛❜♦✉t t❤❡ ♣❡r✐♣❤❡r❛❧ s♣❡❝tr✉♠ ♦❢ t❤❡ ♣♦s✐t✐✈❡ ❈P❚P ✐rr❡❞✉❝✐❜❧❡ ♠❛♣❄

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-12
SLIDE 12

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

■rr❡❞✉❝✐❜❧❡ ❈P ♠❛♣s

❚❤❡♦r❡♠✱ ●r♦❤ ✭✶✾✽✶✮ ■❢ Φ : M♥(C) → M♥(C) ✐s tr❛❝❡ ♣r❡s❡r✈✐♥❣ ♦r ✉♥✐t❛❧ ✐rr❡❞✉❝✐❜❧❡ ❝♦♠♣❧❡t❡❧② ♣♦s✐t✐✈❡ ♠❛♣ ✭♠♦r❡ ❣❡♥❡r❛❧❧② ✿ ♣♦s✐t✐✈❡ ❙❝❤✇❛rt③ ♠❛♣✮✱ t❤❡♥ ✐ts ♣❡r✐♣❤❡r❛❧ s♣❡❝tr✉♠ ❤❛s ❛ ❢♦r♠ ✿ ❙P(Φ) = {❡

✷π✐❦ ♠ , ❦ = ✵, . . . , ♠ − ✶}, ♠ ∈ {✶, . . . ♥✷}

✐✳❡✳ ✐t ✐s t❤❡ ❝②❝❧✐❝ s✉❜❣r♦✉♣ ♦❢ ❯(✶)✳ ❈♦♠♣❧❡t❡❧② ♣♦s✐t✐✈❡ ❛♥❞ ✐rr❡❞✉❝✐❜❧❡ ♠❛♣s✱ ❋❛r❡♥✐❝❦ ✭✶✾✾✻✮ ❈P ♠❛♣ Φ(❳) = ◆

✐=✶ ❆✐❳❆† ✐ ✐s ✐rr❡❞✉❝✐❜❧❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ❆✶, . . . ❆❑ ❤❛✈❡

♥♦ ♥♦♥tr✐✈✐❛❧ ❝♦♠♠♦♥ ✐♥✈❛r✐❛♥t s✉❜s♣❛❝❡✳ ❊q✉✐✈❛❧❡♥t❧②✱ Φ ✐s ✐rr❡❞✉❝✐❜❧❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ A(❆✶, . . . ❆❑) = M♥(C)✱ ✇❤❡r❡ A(❆✶, . . . ❆❑) ✐s t❤❡ ❛❧❣❡❜r❛ ❣❡♥❡r❛t❡❞ ❜② t❤❡ ❑r❛✉s ♦♣❡r❛t♦rs✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

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SLIDE 13

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

■s ✐t ♣♦ss✐❜❧❡ t♦ ❣❡♥❡r❛❧✐③❡ s♦♠❡❤♦✇ t❤❡♦r❡♠ ♦❢ ●r♦❤ ❢♦r ❈P ♠❛♣s ✇❤✐❝❤ ❛r❡ ♥♦t ♥❡❝❡ss❛r② ✐rr❡❞✉❝✐❜❧❡❄ ■❢ t❤❡ ❛❧❣❡❜r❛ A(❆✶, . . . ❆❑) ❤❛s ♣❛rt✐❝✉❧❛r str✉❝t✉r❡✱ t❤❡♥ ✇❡ ❝❛♥ s❛② s♦♠❡t❤✐♥❣ ❛❜♦✉t t❤❡ str✉❝t✉r❡ ♦❢ ♣❡r✐♣❤❡r❛❧ s♣❡❝tr✉♠✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

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SLIDE 14

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

◆♦♥❝♦♠♠✉t❛t✐✈❡ s♣❡❝tr❛❧ t❤❡♦r❡♠✱ ❇❛r❦❡r ❛t ❛❧✳ ✭✶✾✼✽✮ ■❢ A(❆✶, . . . ❆❑) ⊂ M♥(C) ✐s ❛ ⋆ ✲ ❛❧❣❡❜r❛✱ t❤❡♥ t❤❡r❡ ❡①✐sts ❛♥ ♦rt❤♦♥♦r♠❛❧ ❜❛s✐s ✐♥ ✇❤✐❝❤ ❛❧❧ ❆✐ ❤❛✈❡ t❤❡ ❢♦r♠✿ ❆✐ =      ❆✐✵ ✵ . . . ✵ ✵ ❆✐✶ . . . ✵ ✳ ✳ ✳ . . . ✳✳✳ ✵ ✵ . . . ✵ ❆✐◆      , ✭✶✵✮ ✇❤❡r❡ ❆✵✵ = . . . = ❆❑✵ = ✵ ❛♥❞ A(❆✶♠, . . . ❆❑♠) = M❞♠ ❢♦r ♠ > ✶✳ ❙tr✉❝t✉r❡ ♦❢ ❛❧❣❡❜r❛ A ❢♦r ✉♥✐t❛❧ ❛♥❞ ❚P ♠❛♣s✱ ❑r✐❜s✭✷✵✵✸✮ ■❢ ❛ ❝♦♠♣❧❡t❡❧② ♣♦s✐t✐✈❡ ♠❛♣ ✐s ❚P ❛♥❞ ✉♥✐t❛❧✱ t❤❡♥ A(❆✶, . . . , ❆❑) ✐s ⋆ ✲ ❛❧❣❡❜r❛✱ s♦ ✐t ❤❛s ❜❧♦❝❦✲❞✐❛❣♦♥❛❧ ❢♦r♠ ✐♥ s♦♠❡ ♦rt❤♦♥♦r♠❛❧ ❜❛s✐s✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

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SLIDE 15

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❆ss✉♠❡ t❤❛t Φ(❳) =

✐=✶ ♥❆✐❳❆† ✐ ✐s tr❛❝❡ ♣r❡s❡r✈✐♥❣ ♦r ✉♥✐t❛❧

s✉❝❤ t❤❛t A(❆✶, . . . ❆❑) ✐s ⋆ ✲ ❛❧❣❡❜r❛✳ ▼♦✈❡ t♦ ❛ ❜❛s✐s ✐♥ ✇❤✐❝❤ A ❤❛s ❜❧♦❝❦ ✲ ❞✐❛❣♦♥❛❧ ❢♦r♠✳ ▲❡t |λ| = ✶✳ ❚❤❡ ❡✐❣❡♥✈❛❧✉❡ ❡q✉❛t✐♦♥ Φ(❳) = λ❳ ❤❛s t❤❡ ❢♦r♠ ♦❢ ◆✷ ❡q✉❛t✐♦♥s✿

  • ✐=✶

❆✐❥❳❥❦❆✐❦ = λ❳❥❦, ❥, ❦ = ✶, . . . , ◆. ■♥tr♦❞✉❝❡ ♦♣❡r❛t♦rs ✿ ❇♠ = ❆✶♠ ❆✷♠ . . . ❆❑♠

  • ,

❇♠ ∈ M❞♠,❑❞♠(C), ♠ = ✶, . . . ◆ ❛♥❞ ˜ ❳ (❑)

❥❦

= ❞✐❛❣(❳❥❦, ❳❥❦, . . . , ❳❥❦

), ❳ (❑)

❥❦

∈ M❑❞❥ ,❑❞❦(C).

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

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SLIDE 16

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❘❡✇r✐t❡ t❤❡ ❡✐❣❡♥✈❛❧✉❡ ❡q✉❛t✐♦♥✿ ❇❥❳ (❑)

❥❦ ❇† ❦ = λ❳❥❦,

❥, ❦ = ✶, . . . , ◆. ▲❡t V❥❦ ❜❡ t❤❡ s✉❜s♣❛❝❡ ♦♥ ✇❤✐❝❤ ❳❥❦ ❛❝❤✐❡✈❡s ✐ts ♥♦r♠ ✿ V❥❦ = {✈ ∈ H❦ : ||❳❥❦ ✈|| = ||❳❥❦|| ||✈||}. ❆ss✉♠✐♥❣ t❤❛t Φ ✐s ✉♥✐t❛❧ ♦♥❡ ❤❛s ||❇♠||∞ = ✶ ❢♦r ♠ = ✶, . . . ◆✳ ❚❤❡ s✉❜s♣❛❝❡ ❱❥❦ ✐s ✐♥✈❛r✐❛♥t ❢♦r ❆†

✐❦✱ ✐ = ✶, . . . ❑✳

❚❤❡r❡❢♦r❡✱ ❡✐t❤❡r ❳❥❦ = ✵ ♦r ✐t ✐s ♣❛rt✐❛❧ ✐s♦♠❡tr② H❦ → H❥✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-17
SLIDE 17

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❆♣♣❧②✐♥❣ t❤❡ s❛♠❡ r❡❛s♦♥✐♥❣ t♦ ❳ †

❥❦ ♦♥❡ ♦❜t❛✐♥s t❤❛t ✐❢ ❳❥❦ = ✵ t❤❡♥

t❤❡r❡ ✐s ♣❛rt✐❛❧ ✐s♦♠❡tr② H❥ → H❦✳ ❚❤❡r❡❢♦r❡ ✱ ✐❢ ❞✐♠ H❥ = ❞✐♠ H❦ t❤❡♥ ❳❥❦ ♠✉st ❡q✉❛❧ ✵✳ P❛✐r✇✐s❡ ❞✐✛❡r❡♥t ❞✐♠❡♥s✐♦♥s ❆ss✉♠❡ t❤❛t ✐♥ t❤❡ ❜❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥ ♦❢ t❤❡ ❛❧❣❡❜r❛ A(❆✶, . . . ❆❑) ✇❡ ❤❛✈❡ ❞✐♠ H❥ = ❞✐♠ H❦ ❢♦r ❛❧❧ ❥ = ❦✳ ❚❤❡♥ t❤❡ ♣r♦❜❧❡♠ r❡❞✉❝❡s t♦ ✜♥❞✐♥❣ t❤❡ ❡✐❣❡♥✈❡❝t♦rs ♦❢ ◆ ✐rr❡❞✉❝✐❜❧❡ ♠❛♣s s❡♣❛r❛t❡❧② ✲ t❤❡r❡❢♦r❡ t❤❡ ♣❡r✐♣❤❡r❛❧ s♣❡❝tr✉♠ ✐s t❤❡ s✉♠ ♦❢ ❝②❝❧✐❝ s✉❜❣r♦✉♣s ✭♠❛②❜❡ tr✐✈✐❛❧✮ ♦❢ ❯(✶)✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-18
SLIDE 18

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❚❤❡ t❛s❦ ✿ ❢♦r ❣✐✈❡♥ ⋆ ✲ ❛❧❣❡❜r❛ A ⊂ M♥(C) ✈❡r✐❢② ❝♦♠♣✉t❛t✐♦♥❛❧❧②✱ ✐❢ t❤❡ ❜❧♦❝❦s ❤❛✈❡ ♣❛✐r✇✐s❡ ❞✐✛❡r❡♥t ❞✐♠❡♥s✐♦♥s✳ ❚♦♦❧s ✲ ❙❤❡♠❡s❤ t❤❡♦r❡♠✱ ❆♠✐ts✉r ▲❡✈✐t③❦✐ t❤❡♦r❡♠ ■♥ s♦♠❡ ❝❛s❡s ✜♥❞✐♥❣ t❤❡ ❜❛s✐s ♦❢ t❤❡ ❛❧❣❡❜r❛ ❝❛♥ ❜❡ ❡✛❡❝t✐✈❡✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-19
SLIDE 19

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❙❤❡♠❡s❤ t❤❡♦r❡♠ ▼❛tr✐❝❡s ❆, ❇ ∈ M♥(C) ❤❛✈❡ ❝♦♠♠♦♥ ❡✐❣❡♥✈❡❝t♦r ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✿

♥−✶

  • ❦,❧=✶

❦❡r[❆❦, ❇❧] = {✵}. ❆♠✐ts✉r ✲ ▲❡✈✐t③❦✐ t❤❡♦r❡♠ ❋♦r ❡✈❡r② ❆✶, . . . ❆✷♥ ♠❛tr✐❝❡s t❤❡r❡ ✐s t❤❡ ❢♦❧❧♦✇✐♥❣ ✐❞❡♥t✐t②✿

  • σ∈❙✷♥

s✐❣♥(σ)❆σ(✶) . . . ❆σ(✷♥) = ✵. ✭✶✶✮

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-20
SLIDE 20

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❈♦r♦❧❧❛r② ✲ ♥ = ✸ ■❢ ❈P ♠❛♣ Φ: M✸(C) → M✸(C) ✐s ❚P ❛♥❞ ✉♥✐t❛❧✱ ❛♥❞ t❤❡r❡ ✐s ❛ ♣❛✐r ♦❢ ❑r❛✉s ♦♣❡r❛t♦rs t❤❛t ❞♦♥✬t ❝♦♠♠✉t❡ t❤❡♥ t❤❡ ♣❡r✐♣❤❡r❛❧ s♣❡❝tr✉♠ ✐s t❤❡ ❝②❝❧✐❝ s✉❜❣r♦✉♣ ♦❢ ❯(✶) ✇✐t❤ ❛t ♠♦st ✾ ❡❧❡♠❡♥ts✳ ❈♦r♦❧❧❛r② ✲ ♥ = ✺ ■❢ Φ(❳) = ❑

✐=✶ ❆✐❳❆† ✐ ✐s ❚P ❛♥❞ ✉♥✐t❛❧ ❛♥❞ ❢♦r s♦♠❡ ✐ = ❥ ♦♥❡ ❤❛s✿ ♥−✶

  • ❦,❧=✶

❦❡r[❆❦

✐ , ❆❧ ❥] = {✵},

t❤❡♥ t❤❡ ♣❡r✐♣❤❡r❛❧ s♣❡❝tr✉♠ ✐s t❤❡ s✉♠ ♦❢ t✇♦ ❝②❝❧✐❝ s✉❜❣r♦✉♣s ♦❢ ♦r❞❡r ❯(✶) ♦❢ ♦r❞❡r ❛t ♠♦st ✷✺✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-21
SLIDE 21

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❙❤❡♠❡s❤ t❤❡♦r❡♠ ✲ ❊①❛♠♣❧❡

❈♦♥s✐❞❡r t❤❡ ✉♥✐t❛❧ q✉❛♥t✉♠ ♠❛♣ ❣✐✈❡♥ ❜② t❤❡ ❢♦❧❧♦✇✐♥❣ ❑r❛✉s ♦♣❡r❛t♦rs✿ ❆✶ =    

✸ ✶✵ ✐ s✐♥(φ) √ ✷

− ✸

✶✵

− ✐ s✐♥(φ)

√ ✷

✵ − ✐ s✐♥(φ)

√ ✷

− ✸

✶✵ ✐ s✐♥(φ) √ ✷ ✸ ✶✵

    , ✭✶✷✮ ❆✷ =  

✷ ✺ − ❝♦s(φ) ✷

✵ − ❝♦s(φ)

− ✷

✵ ❝♦s(φ) ✵ − ❝♦s(φ)

− ✷

✷ ✺ − ❝♦s(φ) ✷

  ✭✶✸✮ ❚❤❡ ♦♥❡ ❤❛s [❆✷

✶, ❆✷] = [❆✶, ❆✷ ✷] = ✵ ❛♥❞ ❞✐♠ ❦❡r[❆✶, ❆✷] = ✶✱ s♦

t❤❡ ❜❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥ ♦❢ ❛❧❣❡❜r❛ A(❆✶, ❆✷) ✐s ✷✰✶ ⇒ ♠❛♣ r❡❞✉❝❡s t♦ t❤❡ s✉♣❡r♣♦s✐t✐♦♥ ♦❢ P❛✉❧✐ ❝❤❛♥♥❡❧s✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-22
SLIDE 22

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

❋✐♥❞✐♥❣ t❤❡ ❜❛s✐s ♦❢ ❛❧❣❡❜r❛ A(❆✶, ❆✷)

❖♥❡ ❤❛s t♦ ❝♦♥s✐❞❡r❡❞ t❤❡ ✒✇♦r❞s✑ ❢♦r♠❡❞ ♦❢ ♠❛tr✐❝❡s ❆✶✱ ❆✷✿ ✇✐(❆✶, ❆✷) = {❆✐✶

❥✶❆✐✷ ❥✷ . . . ❆✐❦ ❥❦,

✐✶ + ✐✷ + . . . ✐❦ = ✐, ❥✐ ∈ {✵, ✶}} ✭✶✹✮ ❚❤❡♥ ✐❢ ▲❦ ✐s t❤❡ ❧✐♥❡❛r s✉❜s♣❛❝❡ ♦❢ M♥(C)+ s♣❛♥♥❡❞ ❜② t❤❡ ✇♦r❞s ♦❢ ♦r❞❡r ❛t ♠♦st ❦ ♦♥❡ ❤❛s✿ ▲✵ ⊂ ▲✶ . . . ⊂ ▲♣ = ▲♣+✶ = A(❆✶, ❆✷). ✭✶✺✮ ❖♥❡ ❤❛s ♣ < ♥✷✱ ❜✉t ❜❡tt❡r ❡st✐♠❛t❡s ❝❛♥ ❜❡ ❢♦✉♥❞✱ ❢♦r ❡①❛♠♣❧❡ ✭P❛③✱ ✶✾✽✹✮✿ ♣ ≤ ⌈♥✷ + ✸ ✷ ⌉ ✭✶✻✮

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s

slide-23
SLIDE 23

◗✉❛♥t✉♠ st❛t❡s ❛♥❞ ♦♣❡r❛t✐♦♥s P❡rr♦♥ ✲ ❋r♦❜❡♥✐✉s t❤❡♦r② ❇❧♦❝❦ ❞❡❝♦♠♣♦s✐t✐♦♥s

▼✳❉✳ ❈❤♦✐✱ ❈♦♠♣❧❡t❡❧② ♣♦s✐t✐✈❡ ❧✐♥❡❛r ♠❛♣s ♦♥ ❝♦♠♣❧❡① ♠❛tr✐❝❡s✱ ▲✐♥❡❛r ❆❧❣✳ ❆♣♣❧✳ ✶✵✱ ✷✽✺✲✷✾✵ ✭✶✾✼✺✮✳ ❉✳❘✳ ❋❛r❡♥✐❝❦✱ ■rr❡❞✉❝✐❜❧❡ ♣♦s✐✐t✐✈❡ ❧✐♥❡❛r ♠❛♣s ♦♥ ♦♣❡r❛t♦r ❛❧❣❡❜r❛s✱ Pr♦❝✳ ❆▼❙ ✶✷✹✱ ✸✸✽✶✱ ✭✶✾✾✻✮✳ ❯✳ ●r♦❤✱ ❚❤❡ ♣❡r✐♣❤❡r❛❧ ♣♦✐♥t s♣❡❝tr✉♠ ♦❢ ❙❝❤✇❛r③ ♦♣❡r❛t♦rs ♦♥ ❈ ∗✲❛❧❣❡❜r❛s✱ ▼❛t❤✳ ❩✳ ✶✼✻✱ ✸✶✶✲✸✶✽ ✭✶✾✽✶✮✳ ❉✳❲✳ ❑r✐❜s✱ ◗✉❛♥t✉♠ ❝❤❛♥♥❡❧s✱ ✇❛✈❡❧❡ts✱ ❞✐❧❛t✐♦♥s ❛♥❞ r❡♣r❡s❡♥t❛t✐♦♥s ♦❢ ❖♥✱ Pr♦❝❡❡❞✐♥❣s ♦❢ t❤❡ ❊❞✐♥❜✉r❣❤ ▼❛t❤❡♠❛t✐❝❛❧ ❙♦❝✐❡t②✱ ✹✻✱ ✹✷✶✲✹✸✸ ✭✷✵✵✸✮✳ ❆✳ P❛③✱ ❆♥ ❛♣♣❧✐❝❛t✐♦♥ ♦❢ t❤❡ ❈❛②❧❡②✕❍❛♠✐❧t♦♥ t❤❡♦r❡♠ t♦ ♠❛tr✐① ♣♦❧②♥♦♠✐❛❧s ✐♥ s❡✈❡r❛❧ ✈❛r✐❛❜❧❡s✱ ▲✐♥❡❛r ❛♥❞ ▼✉❧t✐❧✐♥❡❛r ❆❧❣❡❜r❛ ✶✺ ✶✻✶✕✶✼✵ ✭✶✾✽✹✮✳

▼✐❝❤❛➟ ❇✐❛➟♦➠❝③②❦✱ ✐♥ ❝♦♦♣❡r❛t✐♦♥ ✇✐t❤ ♣r♦❢✳ ❑❛r♦❧ ➏②❝③❦♦✇s❦✐ ❙♣❡❝tr❛❧ ♣r♦♣❡rt✐❡s ♦❢ q✉❛♥t✉♠ ♦♣❡r❛t✐♦♥s ✲ ❛❧❣❡❜r❛✐❝ ♠❡t❤♦❞s