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SLIDE 1

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r②

❖♥ ❛ ▼✉❧t✐✲P❤②s✐❝s ❈♦✉♣❧✐♥❣ ▼❡❝❤❛♥✐s♠✳

❚❤❡ ✸r❞ ◆❛❥♠❛♥ ❈♦♥❢❡r❡♥❝❡ ♦♥ ❙♣❡❝tr❛❧ Pr♦❜❧❡♠s ❢♦r ❖♣❡r❛t♦rs ❛♥❞ ▼❛tr✐❝❡s

❘❛✐♥❡r P✐❝❛r❞

❉❡♣❛rt♠❡♥t ♦❢ ▼❛t❤❡♠❛t✐❝s ❚❯ ❉r❡s❞❡♥✱ ●❡r♠❛♥②

❇✐♦❣r❛❞ ✷✵✶✸

slide-2
SLIDE 2

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r②

❚❤❡ ❙❤❛♣❡ ♦❢ ❊✈♦❧✉t✐♦♥❛r② ❊q✉❛t✐♦♥s✳

  • ❡♥❡r❛❧ ❋♦r♠ ♦❢ ❊✈♦❧✉t✐♦♥❛r② Pr♦❜❧❡♠s✿

∂✵❱ +❆❯ = ❢ ♦♥ R, ❱ = M ❯. ❊✈♦❧✉t✐♦♥❛r② ❊q✉❛t✐♦♥✿ (∂✵M +❆)❯ = ❢ . ❙♦❧✉t✐♦♥ ❚❤❡♦r②✿ ❉♦❡s t❤❡ ♦♣❡r❛t♦r (∂✵M +❆)−✶ ❡①✐st ❛s ❛ ❝♦♥t✐♥✉♦✉s ❧✐♥❡❛r ♠❛♣♣✐♥❣ ♦♥ ❛ s✉✐t❛❜❧❡ ❍✐❧❜❡rt s♣❛❝❡❄ ❲❤✐❝❤ ✏s✉✐t❛❜❧❡✑ ❍✐❧❜❡rt s♣❛❝❡❄

slide-3
SLIDE 3

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r②

❚❤❡ ❙❤❛♣❡ ♦❢ ❊✈♦❧✉t✐♦♥❛r② ❊q✉❛t✐♦♥s✳

  • ❡♥❡r❛❧ ❋♦r♠ ♦❢ ❊✈♦❧✉t✐♦♥❛r② Pr♦❜❧❡♠s✿

∂✵❱ +❆❯ = ❢ ♦♥ R, ❱ = M ❯. ❊✈♦❧✉t✐♦♥❛r② ❊q✉❛t✐♦♥✿ (∂✵M +❆)❯ = ❢ . ❙♦❧✉t✐♦♥ ❚❤❡♦r②✿ ❉♦❡s t❤❡ ♦♣❡r❛t♦r (∂✵M +❆)−✶ ❡①✐st ❛s ❛ ❝♦♥t✐♥✉♦✉s ❧✐♥❡❛r ♠❛♣♣✐♥❣ ♦♥ ❛ s✉✐t❛❜❧❡ ❍✐❧❜❡rt s♣❛❝❡❄ ❲❤✐❝❤ ✏s✉✐t❛❜❧❡✑ ❍✐❧❜❡rt s♣❛❝❡❄

slide-4
SLIDE 4

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

❚❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡ ❛s ❛ ◆♦r♠❛❧ ❖♣❡r❛t♦r

❊①♣♦♥❡♥t✐❛❧ ✇❡✐❣❤t ❢✉♥❝t✐♦♥ t → ❡①♣(−ρ t)✱ ρ ∈ R✱ ❣❡♥❡r❛t❡s ❛ ✇❡✐❣❤t❡❞ ▲✷✲s♣❛❝❡ ❍ρ,✵ (R,C) ❜② ❝♦♠♣❧❡t✐♦♥ ♦❢ t❤❡ s♣❛❝❡ ˚ ❈∞ (R,C) ♦❢ s♠♦♦t❤ ❝♦♠♣❧❡①✲✈❛❧✉❡❞ ❢✉♥❝t✐♦♥s ✇✐t❤ ❝♦♠♣❛❝t s✉♣♣♦rt ✇✳r✳t✳ ·|·ρ,✵ ✭♥♦r♠✿ |·|ρ,✵✮ (ϕ,ψ) →

  • R ϕ (t)ψ (t) ❡①♣(−✷ρt)❞t.

❚✐♠❡✲❞✐✛❡r❡♥t✐❛t✐♦♥ ∂✵ ❛s ❛ ❝❧♦s❡❞ ♦♣❡r❛t♦r ✐♥ ❍ρ,✵ (R,C) ✐♥❞✉❝❡❞ ❜② ˚ ❈∞ (R,C) ⊆ ❍ρ,✵ (R,C) → ❍ρ,✵ (R,C), ϕ → ϕ′.

slide-5
SLIDE 5

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

❚❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡ ❛s ❛ ◆♦r♠❛❧ ❖♣❡r❛t♦r

❚✐♠❡✲❞✐✛❡r❡♥t✐❛t✐♦♥ ∂✵ ✐s ❛ ♥♦r♠❛❧ ♦♣❡r❛t♦r ✐♥ ❍ρ,✵ (R,C) ∂✵ = Re∂✵ +iIm∂✵ = ✶ ✷ (∂✵ +∂ ∗

✵)+i ✶

✷i (∂✵ −∂ ∗

✵)

✇✐t❤ Re∂✵✱ Im∂✵ s❡❧❢✲❛❞❥♦✐♥t ♦♣❡r❛t♦rs ✇✐t❤ ❝♦♠♠✉t✐♥❣ r❡s♦❧✈❡♥ts✿ Re∂✵ = ρ. ❋♦r ρ ∈ R\{✵}✿ ❝♦♥t✐♥✉♦✉s ✐♥✈❡rt✐❜✐❧✐t② ♦❢ ∂✵✱ ✐✳❡✳ ✵ ∈ ρ (∂✵) ✭r❡s♦❧✈❡♥t s❡t✮✿ σ (∂✵) = iR+ρ ✭s♣❡❝tr✉♠✮✳

slide-6
SLIDE 6

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

❚❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡ ❛s ❛ ◆♦r♠❛❧ ❖♣❡r❛t♦r

❚✐♠❡✲❞✐✛❡r❡♥t✐❛t✐♦♥ ∂✵ ✐s ❛ ♥♦r♠❛❧ ♦♣❡r❛t♦r ✐♥ ❍ρ,✵ (R,C) ∂✵ = Re∂✵ +iIm∂✵ = ✶ ✷ (∂✵ +∂ ∗

✵)+i ✶

✷i (∂✵ −∂ ∗

✵)

✇✐t❤ Re∂✵✱ Im∂✵ s❡❧❢✲❛❞❥♦✐♥t ♦♣❡r❛t♦rs ✇✐t❤ ❝♦♠♠✉t✐♥❣ r❡s♦❧✈❡♥ts✿ Re∂✵ = ρ. ❋♦r ρ ∈ R\{✵}✿ ❝♦♥t✐♥✉♦✉s ✐♥✈❡rt✐❜✐❧✐t② ♦❢ ∂✵✱ ✐✳❡✳ ✵ ∈ ρ (∂✵) ✭r❡s♦❧✈❡♥t s❡t✮✿ σ (∂✵) = iR+ρ ✭s♣❡❝tr✉♠✮✳

slide-7
SLIDE 7

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

❚❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡ ❛s ❛ ◆♦r♠❛❧ ❖♣❡r❛t♦r

❋♦✉r✐❡r✲▲❛♣❧❛❝❡ tr❛♥s❢♦r♠✿ ✉♥✐t❛r② ❡①t❡♥s✐♦♥ ♦❢ ˚ ❈∞ (R,C) ⊆ ❍ρ,✵ (R,C) → ❍✵,✵ (R,C) = ▲✷ (R,C) ϕ → Lρϕ ✇✐t❤ Lρϕ (①) = ✶ √ ✷π

  • R ❡①♣(−i① t) ❡①♣(−ρ t) ϕ (t) ❞t, ① ∈ R.

✐s s♣❡❝tr❛❧ r❡♣r❡s❡♥t❛t✐♦♥ ❢♦r Im∂✵✿ Im∂✵ = L −✶

ρ ♠✵ Lρ,

∂✵ = L −✶

ρ

(i♠✵ +ρ) Lρ. ❍❡r❡ ♠✵ ✐s t❤❡ s❡❧❢❛❞❥♦✐♥t ♠✉❧t✐♣❧✐❝❛t✐♦♥✲❜②✲❛r❣✉♠❡♥t ♦♣❡r❛t♦r ✐♥ ▲✷ (R,C)✿ (♠✵ϕ)(①) = ①ϕ (①) ❢♦r ① ∈ R ❛♥❞ ϕ ∈ ˚ ❈∞ (R,C)✳

slide-8
SLIDE 8

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

❚❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡ ❛s ❛ ◆♦r♠❛❧ ❖♣❡r❛t♦r

❚❤❡ ❝❛♥♦♥✐❝❛❧ ❡①t❡♥s✐♦♥ ♦❢ ∂✵ t♦ t❤❡ ❳✲✈❛❧✉❡❞ ❝❛s❡✱ ❳ ❛ ❍✐❧❜❡rt s♣❛❝❡✱ ✐♥❤❡r✐ts t❤❡ ♥♦r♠❛❧✐t②✿ ∂✵ ✐s st✐❧❧ ❛ ♥♦r♠❛❧ ♦♣❡r❛t♦r ✐♥ ❍ρ,✵ (R,❳) ρ = Re∂✵. ❲✐t❤ t❤❡ ❡①t❡♥❞❡❞ ❋♦✉r✐❡r✲▲❛♣❧❛❝❡ tr❛♥s❢♦r♠ Lρ : ❍ρ,✵ (R,❳) → ▲✷ (R,❳) ✇❡ st✐❧❧ ❣❡t ∂✵ = L −✶

ρ

(i♠✵ +ρ) Lρ.

slide-9
SLIDE 9

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

❚❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡ ❛s ❛ ◆♦r♠❛❧ ❖♣❡r❛t♦r

❚❤❡ ❝❛♥♦♥✐❝❛❧ ❡①t❡♥s✐♦♥ ♦❢ ∂✵ t♦ t❤❡ ❳✲✈❛❧✉❡❞ ❝❛s❡✱ ❳ ❛ ❍✐❧❜❡rt s♣❛❝❡✱ ✐♥❤❡r✐ts t❤❡ ♥♦r♠❛❧✐t②✿ ∂✵ ✐s st✐❧❧ ❛ ♥♦r♠❛❧ ♦♣❡r❛t♦r ✐♥ ❍ρ,✵ (R,❳) ρ = Re∂✵. ❲✐t❤ t❤❡ ❡①t❡♥❞❡❞ ❋♦✉r✐❡r✲▲❛♣❧❛❝❡ tr❛♥s❢♦r♠ Lρ : ❍ρ,✵ (R,❳) → ▲✷ (R,❳) ✇❡ st✐❧❧ ❣❡t ∂✵ = L −✶

ρ

(i♠✵ +ρ) Lρ.

slide-10
SLIDE 10

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

❚❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡ ❛s ❛ ◆♦r♠❛❧ ❖♣❡r❛t♦r

❚❤❡ ❝❛♥♦♥✐❝❛❧ ❡①t❡♥s✐♦♥ ♦❢ ∂✵ t♦ t❤❡ ❳✲✈❛❧✉❡❞ ❝❛s❡✱ ❳ ❛ ❍✐❧❜❡rt s♣❛❝❡✱ ✐♥❤❡r✐ts t❤❡ ♥♦r♠❛❧✐t②✿ ∂✵ ✐s st✐❧❧ ❛ ♥♦r♠❛❧ ♦♣❡r❛t♦r ✐♥ ❍ρ,✵ (R,❳) ρ = Re∂✵. ❲✐t❤ t❤❡ ❡①t❡♥❞❡❞ ❋♦✉r✐❡r✲▲❛♣❧❛❝❡ tr❛♥s❢♦r♠ Lρ : ❍ρ,✵ (R,❳) → ▲✷ (R,❳) ✇❡ st✐❧❧ ❣❡t ∂✵ = L −✶

ρ

(i♠✵ +ρ) Lρ.

slide-11
SLIDE 11

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

▼❛t❡r✐❛❧ ▲❛✇ ❖♣❡r❛t♦rs ❛s ❋✉♥❝t✐♦♥s ♦❢ t❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

❲❡ ❛❧s♦ ❤❛✈❡ t❤❛t ∂ −✶

= L −✶

ρ

✶ i♠✵ +ρ Lρ, ❛♥❞ s♦

❦=✵

▼❦∂ −❦

= L −✶

ρ ◆

❦=✵

▼❦ ✶ (i♠✵ +ρ)❦ Lρ ✇✐t❤ ❝♦♥t✐♥✉♦✉s ❧✐♥❡❛r ♦♣❡r❛t♦rs ▼❦ ♦♥ ❳ ❛s ❝♦❡✣❝✐❡♥ts✱ ❦ = ✵,...,◆✳ ◆♦t❡ t❤❛t ❢♦r ρ ∈ ]✵,∞[

  • ∂ −✶

  • = ✶

ρ ❛♥❞

  • ∂ −✶

✵ ϕ

  • (①) =

−∞ ϕ (t) ❞t

❢♦r ❛❧❧ ϕ ∈ ˚ ❈∞ (R) ❛♥❞ ① ∈ R✳

slide-12
SLIDE 12

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

▼❛t❡r✐❛❧ ▲❛✇ ❖♣❡r❛t♦rs ❛s ❋✉♥❝t✐♦♥s ♦❢ t❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

❲❡ ❛❧s♦ ❤❛✈❡ t❤❛t ∂ −✶

= L −✶

ρ

✶ i♠✵ +ρ Lρ, ❛♥❞ s♦

❦=✵

▼❦∂ −❦

= L −✶

ρ ◆

❦=✵

▼❦ ✶ (i♠✵ +ρ)❦ Lρ ✇✐t❤ ❝♦♥t✐♥✉♦✉s ❧✐♥❡❛r ♦♣❡r❛t♦rs ▼❦ ♦♥ ❳ ❛s ❝♦❡✣❝✐❡♥ts✱ ❦ = ✵,...,◆✳ ◆♦t❡ t❤❛t ❢♦r ρ ∈ ]✵,∞[

  • ∂ −✶

  • = ✶

ρ ❛♥❞

  • ∂ −✶

✵ ϕ

  • (①) =

−∞ ϕ (t) ❞t

❢♦r ❛❧❧ ϕ ∈ ˚ ❈∞ (R) ❛♥❞ ① ∈ R✳

slide-13
SLIDE 13

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

▼❛t❡r✐❛❧ ▲❛✇ ❖♣❡r❛t♦rs ❛s ❋✉♥❝t✐♦♥s ♦❢ t❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

▼❛t❡r✐❛❧ ▲❛✇ ❖♣❡r❛t♦r✿ M = ▼

  • ∂ −✶

  • .

■t ✐s ▼

  • ∂ −✶

  • := L −✶

ρ

i♠✵ +ρ

  • Lρ,

✇❤❡r❡ ▼

i♠✵ +ρ

  • Φ :=
  • ω → ▼

iω +ρ

  • Φ(ω)
  • ❢♦r Φ ∈ ˚

❈∞ (R,❳)✳ ❍❡r❡ (▼ (③))③∈❇C(r,r) ✐s ❛ ✉♥✐❢♦r♠❧② ❜♦✉♥❞❡❞✱ ❤♦❧♦♠♦r♣❤✐❝ ❢❛♠✐❧② ♦❢ ❧✐♥❡❛r ♦♣❡r❛t♦rs ✐♥ ❍ ✇✐t❤ r ≥ ✶

✷ρ > ✵✳ ❚❤❡ ♦♣❡r❛t♦r ▼

  • ∂ −✶

  • ✇✐❧❧

❜❡ r❡❢❡rr❡❞ t♦ ❛s t❤❡ ♠❛t❡r✐❛❧ ❧❛✇ ♦♣❡r❛t♦r✳ ❚❤❡ ♦♣❡r❛t♦r✲✈❛❧✉❡❞ ❢✉♥❝t✐♦♥ ▼ ✇✐❧❧ ❜❡ r❡❢❡rr❡❞ t♦ ❛s t❤❡ ♠❛t❡r✐❛❧ ❧❛✇ ❢✉♥❝t✐♦♥✳

slide-14
SLIDE 14

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

▼❛t❡r✐❛❧ ▲❛✇ ❖♣❡r❛t♦rs ❛s ❋✉♥❝t✐♦♥s ♦❢ t❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

▼❛t❡r✐❛❧ ▲❛✇ ❖♣❡r❛t♦r✿ M = ▼

  • ∂ −✶

  • .

■t ✐s ▼

  • ∂ −✶

  • := L −✶

ρ

i♠✵ +ρ

  • Lρ,

✇❤❡r❡ ▼

i♠✵ +ρ

  • Φ :=
  • ω → ▼

iω +ρ

  • Φ(ω)
  • ❢♦r Φ ∈ ˚

❈∞ (R,❳)✳ ❍❡r❡ (▼ (③))③∈❇C(r,r) ✐s ❛ ✉♥✐❢♦r♠❧② ❜♦✉♥❞❡❞✱ ❤♦❧♦♠♦r♣❤✐❝ ❢❛♠✐❧② ♦❢ ❧✐♥❡❛r ♦♣❡r❛t♦rs ✐♥ ❍ ✇✐t❤ r ≥ ✶

✷ρ > ✵✳ ❚❤❡ ♦♣❡r❛t♦r ▼

  • ∂ −✶

  • ✇✐❧❧

❜❡ r❡❢❡rr❡❞ t♦ ❛s t❤❡ ♠❛t❡r✐❛❧ ❧❛✇ ♦♣❡r❛t♦r✳ ❚❤❡ ♦♣❡r❛t♦r✲✈❛❧✉❡❞ ❢✉♥❝t✐♦♥ ▼ ✇✐❧❧ ❜❡ r❡❢❡rr❡❞ t♦ ❛s t❤❡ ♠❛t❡r✐❛❧ ❧❛✇ ❢✉♥❝t✐♦♥✳

slide-15
SLIDE 15

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

▼❛t❡r✐❛❧ ▲❛✇ ❖♣❡r❛t♦rs ❛s ❋✉♥❝t✐♦♥s ♦❢ t❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

▼❛t❡r✐❛❧ ▲❛✇ ❖♣❡r❛t♦r✿ M = ▼

  • ∂ −✶

  • .

■t ✐s ▼

  • ∂ −✶

  • := L −✶

ρ

i♠✵ +ρ

  • Lρ,

✇❤❡r❡ ▼

i♠✵ +ρ

  • Φ :=
  • ω → ▼

iω +ρ

  • Φ(ω)
  • ❢♦r Φ ∈ ˚

❈∞ (R,❳)✳ ❍❡r❡ (▼ (③))③∈❇C(r,r) ✐s ❛ ✉♥✐❢♦r♠❧② ❜♦✉♥❞❡❞✱ ❤♦❧♦♠♦r♣❤✐❝ ❢❛♠✐❧② ♦❢ ❧✐♥❡❛r ♦♣❡r❛t♦rs ✐♥ ❍ ✇✐t❤ r ≥ ✶

✷ρ > ✵✳ ❚❤❡ ♦♣❡r❛t♦r ▼

  • ∂ −✶

  • ✇✐❧❧

❜❡ r❡❢❡rr❡❞ t♦ ❛s t❤❡ ♠❛t❡r✐❛❧ ❧❛✇ ♦♣❡r❛t♦r✳ ❚❤❡ ♦♣❡r❛t♦r✲✈❛❧✉❡❞ ❢✉♥❝t✐♦♥ ▼ ✇✐❧❧ ❜❡ r❡❢❡rr❡❞ t♦ ❛s t❤❡ ♠❛t❡r✐❛❧ ❧❛✇ ❢✉♥❝t✐♦♥✳

slide-16
SLIDE 16

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

▼❛t❡r✐❛❧ ▲❛✇ ❖♣❡r❛t♦rs ❛s ❋✉♥❝t✐♦♥s ♦❢ t❤❡ ❚✐♠❡ ❉❡r✐✈❛t✐✈❡

▼❛t❡r✐❛❧ ▲❛✇ ❖♣❡r❛t♦r✿ M = ▼

  • ∂ −✶

  • .

■t ✐s ▼

  • ∂ −✶

  • := L −✶

ρ

i♠✵ +ρ

  • Lρ,

✇❤❡r❡ ▼

i♠✵ +ρ

  • Φ :=
  • ω → ▼

iω +ρ

  • Φ(ω)
  • ❢♦r Φ ∈ ˚

❈∞ (R,❳)✳ ❍❡r❡ (▼ (③))③∈❇C(r,r) ✐s ❛ ✉♥✐❢♦r♠❧② ❜♦✉♥❞❡❞✱ ❤♦❧♦♠♦r♣❤✐❝ ❢❛♠✐❧② ♦❢ ❧✐♥❡❛r ♦♣❡r❛t♦rs ✐♥ ❍ ✇✐t❤ r ≥ ✶

✷ρ > ✵✳ ❚❤❡ ♦♣❡r❛t♦r ▼

  • ∂ −✶

  • ✇✐❧❧

❜❡ r❡❢❡rr❡❞ t♦ ❛s t❤❡ ♠❛t❡r✐❛❧ ❧❛✇ ♦♣❡r❛t♦r✳ ❚❤❡ ♦♣❡r❛t♦r✲✈❛❧✉❡❞ ❢✉♥❝t✐♦♥ ▼ ✇✐❧❧ ❜❡ r❡❢❡rr❡❞ t♦ ❛s t❤❡ ♠❛t❡r✐❛❧ ❧❛✇ ❢✉♥❝t✐♦♥✳

slide-17
SLIDE 17

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❇❛s✐❝ ❙♦❧✉t✐♦♥ ❚❤❡♦r②

❇❛s✐❝ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❍ρ,✵(R,❍)

❊✈♦❧✉t✐♦♥❛r② Pr♦❜❧❡♠✿ ∂✵▼

  • ∂ −✶

  • +❆
  • ❯ = ❋

❲❤❡♥ ✐s

  • ∂✵▼
  • ∂ −✶

  • +❆
  • ✭❛♥❞ ✐ts ❛❞❥♦✐♥t✮ str✐❝t❧② ♣♦s✐t✐✈❡ ❞❡✜♥✐t❡

✐♥ ❍ρ,✵ (R,❍) ✭❢♦r ❛❧❧ s✉✣❝✐❡♥t❧② ❧❛r❣❡ ρ ∈ ]✵,∞[✮❄ ❆ss✉♠♣t✐♦♥s ✭❊✮✿ ❆ s❦❡✇✲s❡❧❢❛❞❥♦✐♥t ✐♥ ❍ ✭❧✐❢t❡❞ t♦ ❍ρ,✵ (R,❍)✮✱ ▼ (③) = ▼✵ +③

  • ▼✶ +▼(✷) (③)
  • ✱ ▼(✷) ❛ ❝❛✉s❛❧ ♠❛t❡r✐❛❧ ❧❛✇

❢✉♥❝t✐♦♥ ✭✈❛❧✉❡s ✐♥ ▲(❍,❍)✮✱ ❡✳❣✳ ❛♥❛❧②t✐❝ ❛t ✵✱ ❧✐♠s✉♣ρ→∞

  • ▼(✷) (i · +ρ)
  • = ✵✱

▼✵ ≥ ✵ s❡❧❢❛❞❥♦✐♥t✱ str✐❝t❧② ♣♦s✐t✐✈❡ ❞❡✜♥✐t❡ ♦♥ ✐ts r❛♥❣❡✱ Re ▼✶ str✐❝t❧② ♣♦s✐t✐✈❡ ❞❡✜♥✐t❡ ♦♥ t❤❡ ♥✉❧❧ s♣❛❝❡ ♦❢ ▼✵✳

slide-18
SLIDE 18

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❇❛s✐❝ ❙♦❧✉t✐♦♥ ❚❤❡♦r②

❇❛s✐❝ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❍ρ,✵(R,❍)

❊✈♦❧✉t✐♦♥❛r② Pr♦❜❧❡♠✿ ∂✵▼

  • ∂ −✶

  • +❆
  • ❯ = ❋

❲❤❡♥ ✐s

  • ∂✵▼
  • ∂ −✶

  • +❆
  • ✭❛♥❞ ✐ts ❛❞❥♦✐♥t✮ str✐❝t❧② ♣♦s✐t✐✈❡ ❞❡✜♥✐t❡

✐♥ ❍ρ,✵ (R,❍) ✭❢♦r ❛❧❧ s✉✣❝✐❡♥t❧② ❧❛r❣❡ ρ ∈ ]✵,∞[✮❄ ❆ss✉♠♣t✐♦♥s ✭❊✮✿ ❆ s❦❡✇✲s❡❧❢❛❞❥♦✐♥t ✐♥ ❍ ✭❧✐❢t❡❞ t♦ ❍ρ,✵ (R,❍)✮✱ ▼ (③) = ▼✵ +③

  • ▼✶ +▼(✷) (③)
  • ✱ ▼(✷) ❛ ❝❛✉s❛❧ ♠❛t❡r✐❛❧ ❧❛✇

❢✉♥❝t✐♦♥ ✭✈❛❧✉❡s ✐♥ ▲(❍,❍)✮✱ ❡✳❣✳ ❛♥❛❧②t✐❝ ❛t ✵✱ ❧✐♠s✉♣ρ→∞

  • ▼(✷) (i · +ρ)
  • = ✵✱

▼✵ ≥ ✵ s❡❧❢❛❞❥♦✐♥t✱ str✐❝t❧② ♣♦s✐t✐✈❡ ❞❡✜♥✐t❡ ♦♥ ✐ts r❛♥❣❡✱ Re ▼✶ str✐❝t❧② ♣♦s✐t✐✈❡ ❞❡✜♥✐t❡ ♦♥ t❤❡ ♥✉❧❧ s♣❛❝❡ ♦❢ ▼✵✳

slide-19
SLIDE 19

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❇❛s✐❝ ❙♦❧✉t✐♦♥ ❚❤❡♦r②

❚❤❡ ❇❛s✐❝ ❙♦❧✉t✐♦♥ ❚❤❡♦r❡♠

❚❤❡♦r❡♠ ▲❡t ▼ ❛♥❞ ❆ s❛t✐s❢② ❆ss✉♠♣t✐♦♥s ✭❊✮✳ ❚❤❡♥ ✇❡ ❤❛✈❡ ❢♦r ❛❧❧ s✉✣❝✐❡♥t❧② ❧❛r❣❡ ρ ∈ ]✵,∞[ t❤❛t ❢♦r ❡✈❡r② ❢ ∈ ❍ρ,✵ (R,❍) t❤❡r❡ ✐s ❛ ✉♥✐q✉❡ s♦❧✉t✐♦♥ ❯ ∈ ❍ρ,✵ (R,❍) ♦❢ t❤❡ ♣r♦❜❧❡♠

  • ∂✵▼
  • ∂ −✶

  • +❆
  • ❯ = ❢ .

❚❤❡ s♦❧✉t✐♦♥ ♦♣❡r❛t♦r

  • ∂✵▼
  • ∂ −✶

  • +❆

−✶ ✐s ❝♦♥t✐♥✉♦✉s ❛♥❞ ❝❛✉s❛❧ ♦♥ ❍ρ,✵ (R,❍)✳ ❈❛✉s❛❧❄ ❋♦r ❡✈❡r② ❛ ∈ R ✇❡ ❤❛✈❡✿ ■❢ ❋ ∈ ❍ρ,✵ (R, ❍) ✈❛♥✐s❤❡s ♦♥ t❤❡ t✐♠❡ ✐♥t❡r✈❛❧ ]−∞, ❛]✱ t❤❡♥ s♦ ❞♦❡s

  • ∂✵▼
  • ∂ −✶

  • +❆

−✶ ❋✳

slide-20
SLIDE 20

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❇❛s✐❝ ❙♦❧✉t✐♦♥ ❚❤❡♦r②

❚❤❡ ❇❛s✐❝ ❙♦❧✉t✐♦♥ ❚❤❡♦r❡♠

❚❤❡♦r❡♠ ▲❡t ▼ ❛♥❞ ❆ s❛t✐s❢② ❆ss✉♠♣t✐♦♥s ✭❊✮✳ ❚❤❡♥ ✇❡ ❤❛✈❡ ❢♦r ❛❧❧ s✉✣❝✐❡♥t❧② ❧❛r❣❡ ρ ∈ ]✵,∞[ t❤❛t ❢♦r ❡✈❡r② ❢ ∈ ❍ρ,✵ (R,❍) t❤❡r❡ ✐s ❛ ✉♥✐q✉❡ s♦❧✉t✐♦♥ ❯ ∈ ❍ρ,✵ (R,❍) ♦❢ t❤❡ ♣r♦❜❧❡♠

  • ∂✵▼
  • ∂ −✶

  • +❆
  • ❯ = ❢ .

❚❤❡ s♦❧✉t✐♦♥ ♦♣❡r❛t♦r

  • ∂✵▼
  • ∂ −✶

  • +❆

−✶ ✐s ❝♦♥t✐♥✉♦✉s ❛♥❞ ❝❛✉s❛❧ ♦♥ ❍ρ,✵ (R,❍)✳ ❈❛✉s❛❧❄ ❋♦r ❡✈❡r② ❛ ∈ R ✇❡ ❤❛✈❡✿ ■❢ ❋ ∈ ❍ρ,✵ (R, ❍) ✈❛♥✐s❤❡s ♦♥ t❤❡ t✐♠❡ ✐♥t❡r✈❛❧ ]−∞, ❛]✱ t❤❡♥ s♦ ❞♦❡s

  • ∂✵▼
  • ∂ −✶

  • +❆

−✶ ❋✳

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SLIDE 21

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❆ ❈♦♠❢♦rt❛❜❧❡ Pr♦❜❧❡♠ ❈❧❛ss

❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s t♦ ❛ P❛rt✐❝✉❧❛r ❈❧❛ss ♦❢ Pr♦❜❧❡♠s

❚❤❡ str✉❝t✉r❡ ♦❢ ❆ ❛s ❛ ❜❧♦❝❦ ♦♣❡r❛t♦r ♠❛tr✐① ✐s ❢r❡q✉❡♥t❧② ♦❢ t❤❡ ❢♦r♠ ❆ = ✵ −● ∗

  • ✭✶✮

✇✐t❤ ● : ❉ (●) ⊆ ❍✵ → ❍✶ ❛ ❝❧♦s❡❞✱ ❞❡♥s❡❧② ❞❡✜♥❡❞ ❧✐♥❡❛r ♦♣❡r❛t♦r ❜❡t✇❡❡♥ ❍✐❧❜❡rt s♣❛❝❡s ❍✵ ❛♥❞ ❍✶✱ ❛♥❞ t❤❡ ♠❛t❡r✐❛❧ ❧❛✇s ❛r❡ ♦❢t❡♥ ❣✐✈❡♥ s✐♠♣❧② ❛s ▼

  • ∂ −✶

  • = ▼✵ +∂ −✶

✵ ▼✶ ,

✇❤❡r❡ ▼✵ ✐s s❡❧❢✲❛❞❥♦✐♥t ❛♥❞ str✐❝t❧② ♣♦s✐t✐✈❡ ❞❡✜♥✐t❡ ✐♥ ❍ := ❍✵ ⊕❍✶✳ ❚❤❡ t❡r♠ ▼(✷) ❝❛♥ ❜❡ tr❡❛t❡❞ ❛s ❛ ♣❡rt✉r❜❛t✐♦♥✳

slide-22
SLIDE 22

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❆ ❈♦♠❢♦rt❛❜❧❡ Pr♦❜❧❡♠ ❈❧❛ss

❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s t♦ ❛ P❛rt✐❝✉❧❛r ❈❧❛ss ♦❢ Pr♦❜❧❡♠s

▼❛①✇❡❧❧✬s ❡q✉❛t✐♦♥s✱ ❛❝♦✉st✐❝s ❡q✉❛t✐♦♥s✱ ❡❧❛st✐❝✐t② ❡q✉❛t✐♦♥s ❡t❝✳ ❛r❡ ♦❢ t❤✐s s♣❡❝✐✜❝ ❢♦r♠ ✐❢ ♠❡♠♦r② ❡✛❡❝ts ❛r❡ ♥♦t ❝♦♥s✐❞❡r❡❞✿ ∂✵▼✵ +▼✶ + ✵ −● ∗

  • .

▼✵, ▼✶ ❜❧♦❝❦ ❞✐❛❣♦♥❛❧ ✐♥ s✐♠♣❧❡ ❝❛s❡s✳

slide-23
SLIDE 23

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❆ ❈♦♠❢♦rt❛❜❧❡ Pr♦❜❧❡♠ ❈❧❛ss

▼❡t❛♠❛t❡r✐❛❧s ❛♥❞ ❖t❤❡r ❈♦♠♣❧❡① ▼❡❞✐❛

❈♦♠♣❧❡① ♠❛t❡r✐❛❧s✿ ❣❡♥❡r❛❧ ♠❛t❡r✐❛❧ ❧❛✇ ♦♣❡r❛t♦rs ▼

  • ∂ −✶

  • ♥♦t ❜❧♦❝❦✲❞✐❛❣♦♥❛❧

✭❧✐♥❡❛r✮ ❞❡❧❛② ♠❡♠♦r② t❡r♠s ✭s✉❝❤ ❛s t❡♠♣♦r❛❧ ❝♦♥✈♦❧✉t✐♦♥ ♦♣❡r❛t♦rs ♦r ❢r❛❝t✐♦♥❛❧ ❞❡r✐✈❛t✐✈❡s✮✳ ◆❡✇ ♠❛t❡r✐❛❧s✦

slide-24
SLIDE 24

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❆ ❈♦♠❢♦rt❛❜❧❡ Pr♦❜❧❡♠ ❈❧❛ss

▼❡t❛♠❛t❡r✐❛❧s ❛♥❞ ❖t❤❡r ❈♦♠♣❧❡① ▼❡❞✐❛

❈♦♠♣❧❡① ♠❛t❡r✐❛❧s✿ ❣❡♥❡r❛❧ ♠❛t❡r✐❛❧ ❧❛✇ ♦♣❡r❛t♦rs ▼

  • ∂ −✶

  • ♥♦t ❜❧♦❝❦✲❞✐❛❣♦♥❛❧

✭❧✐♥❡❛r✮ ❞❡❧❛② ♠❡♠♦r② t❡r♠s ✭s✉❝❤ ❛s t❡♠♣♦r❛❧ ❝♦♥✈♦❧✉t✐♦♥ ♦♣❡r❛t♦rs ♦r ❢r❛❝t✐♦♥❛❧ ❞❡r✐✈❛t✐✈❡s✮✳ ◆❡✇ ♠❛t❡r✐❛❧s✦

slide-25
SLIDE 25

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❆ ❈♦♠❢♦rt❛❜❧❡ Pr♦❜❧❡♠ ❈❧❛ss

▼❡t❛♠❛t❡r✐❛❧s ❛♥❞ ❖t❤❡r ❈♦♠♣❧❡① ▼❡❞✐❛

❈♦♠♣❧❡① ♠❛t❡r✐❛❧s✿ ❣❡♥❡r❛❧ ♠❛t❡r✐❛❧ ❧❛✇ ♦♣❡r❛t♦rs ▼

  • ∂ −✶

  • ♥♦t ❜❧♦❝❦✲❞✐❛❣♦♥❛❧

✭❧✐♥❡❛r✮ ❞❡❧❛② ♠❡♠♦r② t❡r♠s ✭s✉❝❤ ❛s t❡♠♣♦r❛❧ ❝♦♥✈♦❧✉t✐♦♥ ♦♣❡r❛t♦rs ♦r ❢r❛❝t✐♦♥❛❧ ❞❡r✐✈❛t✐✈❡s✮✳ ◆❡✇ ♠❛t❡r✐❛❧s✦

slide-26
SLIDE 26

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❆ ❈♦♠❢♦rt❛❜❧❡ Pr♦❜❧❡♠ ❈❧❛ss

▼❡t❛♠❛t❡r✐❛❧s ❛♥❞ ❖t❤❡r ❈♦♠♣❧❡① ▼❡❞✐❛

❈♦♠♣❧❡① ♠❛t❡r✐❛❧s✿ ❣❡♥❡r❛❧ ♠❛t❡r✐❛❧ ❧❛✇ ♦♣❡r❛t♦rs ▼

  • ∂ −✶

  • ♥♦t ❜❧♦❝❦✲❞✐❛❣♦♥❛❧

✭❧✐♥❡❛r✮ ❞❡❧❛② ♠❡♠♦r② t❡r♠s ✭s✉❝❤ ❛s t❡♠♣♦r❛❧ ❝♦♥✈♦❧✉t✐♦♥ ♦♣❡r❛t♦rs ♦r ❢r❛❝t✐♦♥❛❧ ❞❡r✐✈❛t✐✈❡s✮✳ ◆❡✇ ♠❛t❡r✐❛❧s✦

slide-27
SLIDE 27

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❈♦✉♣❧✐♥❣ ♦❢ ❉✐✛❡r❡♥t P❤②s✐❝❛❧ P❤❡♥♦♠❡♥❛

❈♦✉♣❧✐♥❣ ♦❢ ❉✐✛❡r❡♥t P❤②s✐❝❛❧ P❤❡♥♦♠❡♥❛

❲✐t❤♦✉t ❝♦✉♣❧✐♥❣✱ ❜❧♦❝❦✲❞✐❛❣♦♥❛❧ ♦♣❡r❛t♦r ♠❛tr✐①✿ ∂✵       ❱✵ ✳ ✳ ✳ ✳ ✳ ✳ ❱♥       +❆       ❯✵ ✳ ✳ ✳ ✳ ✳ ✳ ❯♥       =       ❢✵ ✳ ✳ ✳ ✳ ✳ ✳ ❢♥       , ✇❤❡r❡ ❆ =       ❆✵ ✵ ··· ✵ ✵ ✳✳✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳✳✳ ✵ ✵ ··· ✵ ❆♥       s❦❡✇✲s❡❧❢❛❞❥♦✐♥t ✐♥ ❍ =

❦=✵,...,♥ ❍❦✱ s✐♥❝❡ ❞✐❛❣♦♥❛❧ ❜❧♦❝❦ ❡♥tr✐❡s

❆❦ : ❉ (❆❦) ⊆ ❍❦ → ❍❦✱ ❦ = ✵,...,♥✱ ❛r❡ s❦❡✇✲s❡❧❢✲❛❞❥♦✐♥t✳

slide-28
SLIDE 28

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❈♦✉♣❧✐♥❣ ♦❢ ❉✐✛❡r❡♥t P❤②s✐❝❛❧ P❤❡♥♦♠❡♥❛

❈♦✉♣❧✐♥❣ ♦❢ ❉✐✛❡r❡♥t P❤②s✐❝❛❧ P❤❡♥♦♠❡♥❛

❚❤❡ ❝♦♠❜✐♥❡❞ ♠❛t❡r✐❛❧ ❧❛✇s ♥♦✇ t❛❦❡ t❤❡ s✐♠♣❧❡ ❞✐❛❣♦♥❛❧ ❢♦r♠ ❱ =       ❱✵ ✳ ✳ ✳ ✳ ✳ ✳ ❱♥       =       ▼✵✵

  • ∂ −✶

  • ✵ ···

✵ ✵ ✳✳✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳✳✳ ✵ ✵ ··· ✵ ▼♥♥

  • ∂ −✶

           ❯✵ ✳ ✳ ✳ ✳ ✳ ✳ ❯♥       . Pr♦♣❡r ❝♦✉♣❧✐♥❣✿ ▼ ❝♦♥t❛✐♥s ♦✛✲❞✐❛❣♦♥❛❧ ❜❧♦❝❦ ❡♥tr✐❡s ▼

  • ∂ −✶

:=       ▼✵✵

  • ∂ −✶

  • ··· ··· ▼✵♥
  • ∂ −✶

✳ ✳ ✳✳✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳✳✳ ✳ ✳ ✳ ▼♥✵

  • ∂ −✶

  • ··· ··· ▼♥♥
  • ∂ −✶

     .

slide-29
SLIDE 29

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❈♦✉♣❧✐♥❣ ♦❢ ❉✐✛❡r❡♥t P❤②s✐❝❛❧ P❤❡♥♦♠❡♥❛

❈♦✉♣❧✐♥❣ ♦❢ ❉✐✛❡r❡♥t P❤②s✐❝❛❧ P❤❡♥♦♠❡♥❛

❈❛♥♦♥✐❝❛❧ ❋♦r♠✿ ■❢ ❆❦ = ✵ −● ∗

  • ,

t❤❡♥✱ ✇✐t❤ t❤❡ ✉♥✐t❛r② ♣❡r♠✉t❛t✐♦♥ ♠❛tr✐① P = (❡✵ ❡✷ ··· ❡✷♥❡✶❡✸ ···❡✷♥+✶), ❜❛s❡❞ ♦♥ {✵,...,✷♥ +✶} → {✵,...,✷♥ +✶} ❦ → ✶−(−✶)❦

(♥ +✶)+ ❦

✱ ✇❡ ♦❜t❛✐♥ P❆P∗ = ✵ −● ∗

  • ✇✐t❤
  • =

     

  • ✵ ✵ ··· ✵

✵ ✳✳✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳✳✳ ✵ ✵ ··· ✵ ●♥       .

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SLIDE 30

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❈♦✉♣❧✐♥❣ ♦❢ ❉✐✛❡r❡♥t P❤②s✐❝❛❧ P❤❡♥♦♠❡♥❛

❊①❛♠♣❧❡✿ P❧❛s♠❛ ❋✐❡❧❞ ❊q✉❛t✐♦♥s

P❧❛s♠❛ ✜❡❧❞ ❡q✉❛t✐♦♥s✱ ❬❋❡❧s❡♥✲▼❛r❝✉✈✐t③✲✶✾✼✸❪✿ ▼❛①✇❡❧❧ ❡q✉❛t✐♦♥ ❛♥❞ ❛❝♦✉st✐❝ ❡q✉❛t✐♦♥ ❝♦✉♣❧❡❞ ✭❛✈❡r❛❣❡ ❡❧❡❝tr♦♥ ✈❡❧♦❝✐t② ✈✱ ❡❧❡❝tr♦♥ ♣r❡ss✉r❡ ♣✮✳ (∂✵▼✵ +▼✶ +❆)     ♣ ❊

   = ❋

▼✵ =    

γ♣✵

✵ ✵ ε✵

  • ✵ ✵

✵ ✵

  • ✵ ✵

✵ ✵

  • ♥✵♠ ✵

✵ µ✵

  , ▼✶ =     ✵ ✵ ✵ ✵

✵ −♥✵q ✵

  • ✵ ♥✵q

✵ ✵ −♥✵♠ω❝ ❜✵× ✵ ✵ ✵

  ,

❆ = ✵ −● ∗

  • ,
  • =
  • ˚

❣r❛❞ ✵ ✵ ˚ ❝✉r❧

  • ▼✵ str✐❝t❧② ♣♦s✐t✐✈❡ ❞❡✜♥✐t❡✱ ▼✶ s❦❡✇✲s❡❧❢❛❞❥♦✐♥t✳
slide-31
SLIDE 31

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❈♦✉♣❧✐♥❣ ♦❢ ❉✐✛❡r❡♥t P❤②s✐❝❛❧ P❤❡♥♦♠❡♥❛

❊①❛♠♣❧❡✿ ❚❤❡r♠♦✲P✐❡③♦✲❊❧❡❝tr♦✲▼❛❣♥❡t✐s♠ ✐♥ ▼✐❝r♦♠♦r♣❤✐❝ ▼❡❞✐❛

❲❡ ❜❛s❡ ♦✉r ❝♦♥s✐❞❡r❛t✐♦♥ ♦♥ ❛ ♠♦❞❡❧ s✉❣❣❡st❡❞ ❜② ❘✳❉✳ ▼✐♥❞❧✐♥✱ ✶✾✼✹✳ ❲❡ ❛r❡ ❧❡❞ t♦ t❤❡ s②st❡♠ (∂✵▼✵ +▼✶ +❆)               ˙ ✉ ˙ ψ ❊ θ τ +σ µ ι∗

symσ

❍ ◗               =               ❢ ❤ −❏ ❣ ✵ ✵ ✵ ✵ ✵               .

slide-32
SLIDE 32

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❈♦✉♣❧✐♥❣ ♦❢ ❉✐✛❡r❡♥t P❤②s✐❝❛❧ P❤❡♥♦♠❡♥❛

❊①❛♠♣❧❡✿ ❚❤❡r♠♦✲P✐❡③♦✲❊❧❡❝tr♦✲▼❛❣♥❡t✐s♠ ✐♥ ▼✐❝r♦♠♦r♣❤✐❝ ▼❡❞✐❛

❆❯ :=                ✵ ✵ ✵ ✵ −∇· ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ −∇· ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ −❝✉r❧ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ∇· −˚ ∇ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ −˚ ∇ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ˚ ❝✉r❧ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ˚ ∇ ✵ ✵ ✵ ✵ ✵                              ˙ ✉ ˙ ψ ❊ θ τ +σ µ ι∗

symσ

❍ ◗              

❍ = ▲✷,✶ (Ω)⊕▲✷,✷ (Ω)⊕▲✷,✶ (Ω)⊕▲✷,✵ (Ω)⊕▲✷,✷ (Ω)⊕▲✷,✸ (Ω)⊕sym

  • ▲✷,✷ (Ω)
  • ⊕skew
  • ▲✷,✷ (Ω)
  • ⊕▲✷,✶ (Ω).

τ ∈ sym

  • ▲✷,✷ (Ω)
slide-33
SLIDE 33

■♥tr♦❞✉❝t✐♦♥ ❙♦❧✉t✐♦♥ ❚❤❡♦r② ❙♦♠❡ ❆♣♣❧✐❝❛t✐♦♥s ❙✉♠♠❛r② ❈♦✉♣❧✐♥❣ ♦❢ ❉✐✛❡r❡♥t P❤②s✐❝❛❧ P❤❡♥♦♠❡♥❛

❊①❛♠♣❧❡✿ ❚❤❡r♠♦✲P✐❡③♦✲❊❧❡❝tr♦✲▼❛❣♥❡t✐s♠ ✐♥ ▼✐❝r♦♠♦r♣❤✐❝ ▼❡❞✐❛

▼✵ ✐s ❝♦♥t✐♥✉♦✉s✱ s❡❧❢❛❞❥♦✐♥t✱ ▼✶ ❝♦♥t✐♥✉♦✉s✱ s✉❝❤ t❤❛t ρ▼✵ +Re▼✶ ≥ ❝✵ > ✵ ❢♦r ❛❧❧ s✉✣❝✐❡♥t❧② ❧❛r❣❡ ρ ∈ ]✵,∞[✳ ❍❡r❡ ▼✶ :=               ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ −skew ✵ −ιsym ✵ ✵ ✵ ✵ σ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ skew ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ι∗

sym ✵ ✵

✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ ✵ κ               .

slide-34
SLIDE 34

❆♣♣❡♥❞✐①

❙✉♠♠❛r②

❚❤❡ ❦❡② t♦ ✇❡❧❧✲♣♦s❡❞♥❡ss ♦❢ ❡✈♦❧✉t✐♦♥❛r② ♣r♦❜❧❡♠s ✐s str✐❝t ♣♦s✐t✐✈❡ ❞❡✜♥✐t❡♥❡ss✳ ❈❛✉s❛❧✐t② ✐s ❛ ❝❤❛r❛❝t❡r✐③✐♥❣ ♣r♦♣❡rt② ❢♦r ❡✈♦❧✉t✐♦♥❛r② ❡q✉❛t✐♦♥s✳ ❚❤❡ ❢r❛♠❡✇♦r❦ ♣r♦✈✐❞❡s ❢♦r ❛♥ ❛❜✉♥❞❛♥❝❡ ♦❢ ❛♣♣❧✐❝❛t✐♦♥s ✐♥ ♣❛rt✐❝✉❧❛r ❢♦r ❝♦✉♣❧❡❞ ♣❤❡♥♦♠❡♥❛ ✇✐t❤ ❛ s✐♥❣❧❡ ❤✐❣❤❧② ✉♥✐✜❡❞ ❛♣♣r♦❛❝❤✳

slide-35
SLIDE 35

❆♣♣❡♥❞✐① ▲✐t❡r❛t✉r❡

▲✐t❡r❛t✉r❡

▲✳ ❇✳ ❋❡❧s❡♥ ❛♥❞ ◆✳ ▼❛r❝✉✈✐t③✳ ❘❛❞✐❛t✐♦♥ ❛♥❞ ❙❝❛tt❡r✐♥❣ ♦❢ ❲❛✈❡s ✭■❊❊❊ Pr❡ss ❙❡r✐❡s ♦♥ ❊❧❡❝tr♦♠❛❣♥❡t✐❝ ❲❛✈❡ ❚❤❡♦r②✮✳ ❲✐❧❡②✲■❊❊❊ Pr❡ss✱ ❏❛♥✉❛r② ✶✾✾✹✳ P✳ ◆❡✛✳ ❚❤❡ ❈♦ss❡r❛t ❝♦✉♣❧❡ ♠♦❞✉❧✉s ❢♦r ❝♦♥t✐♥✉♦✉s s♦❧✐❞s ✐s ③❡r♦ ✈✐③ t❤❡ ❧✐♥❡❛r✐③❡❞ ❈❛✉❝❤②✲str❡ss t❡♥s♦r ✐s s②♠♠❡tr✐❝✳ ❩❆▼▼✱ ❩✳ ❆♥❣❡✇✳ ▼❛t❤✳ ▼❡❝❤✳✱ ✽✻✭✶✶✮✿✽✾✷✕✾✶✷✱ ✷✵✵✻✳ P❛tr✐③✐♦ ◆❡✛ ❛♥❞ ❑r③②s③t♦❢ ❈❤❡➟♠✐➠s❦✐✳ ■♥✜♥✐t❡s✐♠❛❧ ❡❧❛st✐❝✲♣❧❛st✐❝ ❈♦ss❡r❛t ♠✐❝r♦♣♦❧❛r t❤❡♦r②✳ ▼♦❞❡❧❧✐♥❣ ❛♥❞ ❣❧♦❜❛❧ ❡①✐st❡♥❝❡ ✐♥ t❤❡ r❛t❡✲✐♥❞❡♣❡♥❞❡♥t ❝❛s❡✳ Pr♦❝✳ ❘✳ ❙♦❝✳ ❊❞✐♥❜✳✱ ❙❡❝t✳ ❆✱ ▼❛t❤✳✱ ✶✸✺✭✺✮✿✶✵✶✼✕✶✵✸✾✱ ✷✵✵✺✳

slide-36
SLIDE 36

❆♣♣❡♥❞✐① ▲✐t❡r❛t✉r❡

❘✳ P✐❝❛r❞ ❛♥❞ ❉✳ ▼❝●❤❡❡✳ P❛rt✐❛❧ ❞✐✛❡r❡♥t✐❛❧ ❡q✉❛t✐♦♥s✳ ❆ ✉♥✐✜❡❞ ❍✐❧❜❡rt s♣❛❝❡ ❛♣♣r♦❛❝❤✳ ❇❡r❧✐♥✿ ❞❡ ●r✉②t❡r✱ ✷✵✶✶✳

slide-37
SLIDE 37

❆♣♣❡♥❞✐① ❆ ❙✐❞❡ ◆♦t❡✿ ❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❆ ❙✐❞❡ ◆♦t❡✿ ❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❚❤❡ ✏▼♦t❤❡r✑✿ ❆ = ✵ −∇∗ ∇ ✵

  • ✭✷✮

✇✐t❤ ❛ s✉✐t❛❜❧❡ ❞♦♠❛✐♥ ♠❛❦✐♥❣ ❆ s❦❡✇✲s❡❧❢❛❞❥♦✐♥t ✐♥ t❤❡ ❍✐❧❜❡rt s♣❛❝❡ ❍ =

  • ❦∈N

▲✷

❦ (Ω)

  • ❦∈N

▲✷

❦ (Ω)

  • .

▲✷

❦ (Ω) t❡♥s♦rs ♦❢ ♦r❞❡r ❦ ✇✐t❤ ▲✷ (Ω)✲❝♦❡✣❝✐❡♥ts✳

∇ ❝♦✲✈❛r✐❛♥t ❞❡r✐✈❛t✐✈❡ ❛♥❞ −∇∗ ✐ts s❦❡✇✲❛❞❥♦✐♥t ✭t❡♥s♦r✐❛❧ ❞✐✈❡r❣❡♥❝❡✮✳

slide-38
SLIDE 38

❆♣♣❡♥❞✐① ❆ ❙✐❞❡ ◆♦t❡✿ ❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❉✐r✐❝❤❧❡t ❜♦✉♥❞❛r② ❝♦♥❞✐t✐♦♥ ● = ˚ ∇✿ ❆ := ✵ −● ∗

  • ■♥✐t✐❛❧ ❜♦✉♥❞❛r② ✈❛❧✉❡ ♣r♦❜❧❡♠s ♦❢ ❝❧❛ss✐❝❛❧ ♠❛t❤❡♠❛t✐❝❛❧ ♣❤②s✐❝s

❝❛♥ ❜❡ ♣r♦❞✉❝❡❞ ❢r♦♠ t❤✐s ♣❛rt✐❝✉❧❛r ✏♠♦t❤❡r✑ ♦♣❡r❛t♦r ❆ ❜② ❝❤♦♦s✐♥❣ s✉✐t❛❜❧❡ ♣r♦❥❡❝t✐♦♥s ❢♦r ❝♦♥str✉❝t✐♥❣ ✏❞❡s❝❡♥❞❛♥ts✑✳

slide-39
SLIDE 39

❆♣♣❡♥❞✐① ❆ ❙✐❞❡ ◆♦t❡✿ ❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❚❤❡♦r❡♠ ▲❡t ❈ : ❉ (❈) ⊆ ❍✵ → ❍✶ ❜❡ ❛ ❝❧♦s❡❞ ❞❡♥s❡❧② ❞❡✜♥❡❞ ❧✐♥❡❛r ♦♣❡r❛t♦r✱❍❦✱ ❦ = ✵,✶✱ ❍✐❧❜❡rt s♣❛❝❡s✳ ■❢ ❇❦ : ❍❦ → ❳❦ ❛r❡ ❝♦♥t✐♥✉♦✉s ❧✐♥❡❛r ♠❛♣♣✐♥❣s✱ ❳❦ ❍✐❧❜❡rt s♣❛❝❡✱ ❦ = ✵,✶✱ s✉❝❤ t❤❛t ❈ ∗❇∗

✶ ❞❡♥s❡❧② ❞❡✜♥❡❞ ❛♥❞ ❇✵ ✐s ❛ ❜✐❥❡❝t✐♦♥

♦r ❈❇∗

✵ ❞❡♥s❡❧② ❞❡✜♥❡❞ ❛♥❞ ❇✶ ✐s ❛ ❜✐❥❡❝t✐♦♥✳

❚❤❡♥ ❇✵ ✵ ✵ ❇✶ ✵ −❈ ∗ ❈ ✵ ❇∗

✵ ✵

✵ ❇∗

  • ✐s s❦❡✇✲s❡❧❢❛❞❥♦✐♥t✳

✏▼♦t❤❡r✑ ❛♥❞ ✏❞❡s❝❡♥❞❛♥t✑✳

slide-40
SLIDE 40

❆♣♣❡♥❞✐① ❆ ❙✐❞❡ ◆♦t❡✿ ❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❊①❛♠♣❧❡s✿ t❡♥s♦r ♦r❞❡r ✭♦r ❞❡❣r❡❡❀ ✏❙t✉❢❡✑✮ s②♠♠❡tr✐❝✴❛❧t❡r♥❛t✐♥❣ ✸✲❞✐♠❡♥s✐♦♥❛❧ ♦r❞❡r ✵,✶ ✖✖✖✖ ❛❝♦✉st✐❝s ♦r❞❡r ✶,✷ s②♠♠❡tr✐❝ ❡❧❛st✐❝s ♦r❞❡r ✶,✷ ❛❧t❡r♥❛t✐♥❣ ❡❧❡❝tr♦❞②♥❛♠✐❝s ❞❡s❝❡♥❞ ✐♥ s♣❛❝❡ ❞✐♠❡♥s✐♦♥ ✈❛♥✐s❤✐♥❣ tr❛❝❡ ❝♦♥❞✐t✐♦♥ ✭❞✐✈❡r❣❡♥❝❡✲❢r❡❡❀ ✐♥❝♦♠♣r❡ss✐❜❧❡ ❙t♦❦❡s ❡q✉❛t✐♦♥✮

slide-41
SLIDE 41

❆♣♣❡♥❞✐① ❆ ❙✐❞❡ ◆♦t❡✿ ❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❊①❛♠♣❧❡s✿ t❡♥s♦r ♦r❞❡r ✭♦r ❞❡❣r❡❡❀ ✏❙t✉❢❡✑✮ s②♠♠❡tr✐❝✴❛❧t❡r♥❛t✐♥❣ ✸✲❞✐♠❡♥s✐♦♥❛❧ ♦r❞❡r ✵,✶ ✖✖✖✖ ❛❝♦✉st✐❝s ♦r❞❡r ✶,✷ s②♠♠❡tr✐❝ ❡❧❛st✐❝s ♦r❞❡r ✶,✷ ❛❧t❡r♥❛t✐♥❣ ❡❧❡❝tr♦❞②♥❛♠✐❝s ❞❡s❝❡♥❞ ✐♥ s♣❛❝❡ ❞✐♠❡♥s✐♦♥ ✈❛♥✐s❤✐♥❣ tr❛❝❡ ❝♦♥❞✐t✐♦♥ ✭❞✐✈❡r❣❡♥❝❡✲❢r❡❡❀ ✐♥❝♦♠♣r❡ss✐❜❧❡ ❙t♦❦❡s ❡q✉❛t✐♦♥✮

slide-42
SLIDE 42

❆♣♣❡♥❞✐① ❆ ❙✐❞❡ ◆♦t❡✿ ❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❊①❛♠♣❧❡s✿ t❡♥s♦r ♦r❞❡r ✭♦r ❞❡❣r❡❡❀ ✏❙t✉❢❡✑✮ s②♠♠❡tr✐❝✴❛❧t❡r♥❛t✐♥❣ ✸✲❞✐♠❡♥s✐♦♥❛❧ ♦r❞❡r ✵,✶ ✖✖✖✖ ❛❝♦✉st✐❝s ♦r❞❡r ✶,✷ s②♠♠❡tr✐❝ ❡❧❛st✐❝s ♦r❞❡r ✶,✷ ❛❧t❡r♥❛t✐♥❣ ❡❧❡❝tr♦❞②♥❛♠✐❝s ❞❡s❝❡♥❞ ✐♥ s♣❛❝❡ ❞✐♠❡♥s✐♦♥ ✈❛♥✐s❤✐♥❣ tr❛❝❡ ❝♦♥❞✐t✐♦♥ ✭❞✐✈❡r❣❡♥❝❡✲❢r❡❡❀ ✐♥❝♦♠♣r❡ss✐❜❧❡ ❙t♦❦❡s ❡q✉❛t✐♦♥✮

slide-43
SLIDE 43

❆♣♣❡♥❞✐① ❆ ❙✐❞❡ ◆♦t❡✿ ❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❊①❛♠♣❧❡s✿ t❡♥s♦r ♦r❞❡r ✭♦r ❞❡❣r❡❡❀ ✏❙t✉❢❡✑✮ s②♠♠❡tr✐❝✴❛❧t❡r♥❛t✐♥❣ ✸✲❞✐♠❡♥s✐♦♥❛❧ ♦r❞❡r ✵,✶ ✖✖✖✖ ❛❝♦✉st✐❝s ♦r❞❡r ✶,✷ s②♠♠❡tr✐❝ ❡❧❛st✐❝s ♦r❞❡r ✶,✷ ❛❧t❡r♥❛t✐♥❣ ❡❧❡❝tr♦❞②♥❛♠✐❝s ❞❡s❝❡♥❞ ✐♥ s♣❛❝❡ ❞✐♠❡♥s✐♦♥ ✈❛♥✐s❤✐♥❣ tr❛❝❡ ❝♦♥❞✐t✐♦♥ ✭❞✐✈❡r❣❡♥❝❡✲❢r❡❡❀ ✐♥❝♦♠♣r❡ss✐❜❧❡ ❙t♦❦❡s ❡q✉❛t✐♦♥✮

slide-44
SLIDE 44

❆♣♣❡♥❞✐① ❆ ❙✐❞❡ ◆♦t❡✿ ❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❚❤❡ ✏▼♦t❤❡r✑ ♦❢ ✏❆❧❧✑ ❊✈♦❧✉t✐♦♥❛r② P❉❊

❊①❛♠♣❧❡s✿ t❡♥s♦r ♦r❞❡r ✭♦r ❞❡❣r❡❡❀ ✏❙t✉❢❡✑✮ s②♠♠❡tr✐❝✴❛❧t❡r♥❛t✐♥❣ ✸✲❞✐♠❡♥s✐♦♥❛❧ ♦r❞❡r ✵,✶ ✖✖✖✖ ❛❝♦✉st✐❝s ♦r❞❡r ✶,✷ s②♠♠❡tr✐❝ ❡❧❛st✐❝s ♦r❞❡r ✶,✷ ❛❧t❡r♥❛t✐♥❣ ❡❧❡❝tr♦❞②♥❛♠✐❝s ❞❡s❝❡♥❞ ✐♥ s♣❛❝❡ ❞✐♠❡♥s✐♦♥ ✈❛♥✐s❤✐♥❣ tr❛❝❡ ❝♦♥❞✐t✐♦♥ ✭❞✐✈❡r❣❡♥❝❡✲❢r❡❡❀ ✐♥❝♦♠♣r❡ss✐❜❧❡ ❙t♦❦❡s ❡q✉❛t✐♦♥✮