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slide-1
SLIDE 1

❖♥ t❤❡ ✏❙♠✐t❤ ✐s ❍✉q✑ ❝♦♥❞✐t✐♦♥ ✐♥ ❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r✐❡s

❆♥❞r❡❛ ▼♦♥t♦❧✐

❈▼❯❈✱ ❯♥✐✈❡rs✐❞❛❞❡ ❞❡ ❈♦✐♠❜r❛

❏✉♥❡ ✶✺t❤ ✷✵✶✺ ❏♦✐♥t ✇♦r❦ ✇✐t❤ ◆❡❧s♦♥ ▼❛rt✐♥s✲❋❡rr❡✐r❛

slide-2
SLIDE 2

❍✉q ❝♦♠♠✉t❛t✐♦♥

❉❡✜♥✐t✐♦♥ ❆ ♣♦✐♥t❡❞ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡ ❝❛t❡❣♦r② ✐s ✉♥✐t❛❧ ✐❢✱ ❢♦r ❡✈❡r② ♣❛✐r ❳, ❨ ♦❢ ♦❜❥❡❝ts ♦❢ C✱ t❤❡ ♠♦r♣❤✐s♠s ✶, ✵ ❛♥❞ ✵, ✶ ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❞✐❛❣r❛♠ ❛r❡ ❥♦✐♥t❧② ❡①tr❡♠❛❧❧② ❡♣✐♠♦r♣❤✐❝✿ ❳

✶,✵

❳ × ❨

π❳

  • π❨ ❨

✵,✶

  • ❉❡✜♥✐t✐♦♥

❚✇♦ ♠♦r♣❤✐s♠s ❢ ❛♥❞ ❣ ✇✐t❤ t❤❡ s❛♠❡ ❝♦❞♦♠❛✐♥ ❝♦♠♠✉t❡ ✐♥ t❤❡ s❡♥s❡ ♦❢ ❍✉q ✐❢ t❤❡r❡ ❡①✐sts ❛ ✭✉♥✐q✉❡✮ ♠♦r♣❤✐s♠ ♠❛❦✐♥❣ t❤❡ t✇♦ tr✐❛♥❣❧❡s ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❞✐❛❣r❛♠ ❝♦♠♠✉t❡✿ ❳

✶ ✵ ❢

❳ ❨ ❨

✵ ✶ ❣

slide-3
SLIDE 3

❍✉q ❝♦♠♠✉t❛t✐♦♥

❉❡✜♥✐t✐♦♥ ❆ ♣♦✐♥t❡❞ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡ ❝❛t❡❣♦r② ✐s ✉♥✐t❛❧ ✐❢✱ ❢♦r ❡✈❡r② ♣❛✐r ❳, ❨ ♦❢ ♦❜❥❡❝ts ♦❢ C✱ t❤❡ ♠♦r♣❤✐s♠s ✶, ✵ ❛♥❞ ✵, ✶ ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❞✐❛❣r❛♠ ❛r❡ ❥♦✐♥t❧② ❡①tr❡♠❛❧❧② ❡♣✐♠♦r♣❤✐❝✿ ❳

✶,✵

❳ × ❨

π❳

  • π❨ ❨

✵,✶

  • ❉❡✜♥✐t✐♦♥

❚✇♦ ♠♦r♣❤✐s♠s ❢ ❛♥❞ ❣ ✇✐t❤ t❤❡ s❛♠❡ ❝♦❞♦♠❛✐♥ ❝♦♠♠✉t❡ ✐♥ t❤❡ s❡♥s❡ ♦❢ ❍✉q ✐❢ t❤❡r❡ ❡①✐sts ❛ ✭✉♥✐q✉❡✮ ♠♦r♣❤✐s♠ ϕ ♠❛❦✐♥❣ t❤❡ t✇♦ tr✐❛♥❣❧❡s ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❞✐❛❣r❛♠ ❝♦♠♠✉t❡✿ ❳

✶,✵ ❢

  • ❳ × ❨

ϕ

✵,✶

slide-4
SLIDE 4

❙♠✐t❤✲P❡❞✐❝❝❤✐♦ ❝♦♠♠✉t❛t✐♦♥

❉❡✜♥✐t✐♦♥ ❆ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡ ❝❛t❡❣♦r② ✐s ▼❛❧✬ts❡✈ ✐❢ ❡✈❡r② ✐♥t❡r♥❛❧ r❡✢❡①✐✈❡ r❡❧❛t✐♦♥ ✐s ❛♥ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥✳ ❉❡✜♥✐t✐♦♥ ❚✇♦ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ❘ ❛♥❞ ❲ ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❳ ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ✇❤❡♥ t❤❡r❡ ✐s ❛ ✭✉♥✐q✉❡✮ ♠♦r♣❤✐s♠ ♣ ❘

❳ ❲

❳✱ ✇❤❡r❡ ❘

❳ ❲ ✐s t❤❡ ♣✉❧❧❜❛❝❦ ♦❢ r✷ ❛♥❞ ✇✶✿

❳ ❲ ♣✶ ♣✷

✇✶ ✇✷

r✷ r✶

❡❲ ❡❘

s✉❝❤ t❤❛t ♣

✇✷ ❛♥❞ ♣

r✶✳

slide-5
SLIDE 5

❙♠✐t❤✲P❡❞✐❝❝❤✐♦ ❝♦♠♠✉t❛t✐♦♥

❉❡✜♥✐t✐♦♥ ❆ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡ ❝❛t❡❣♦r② ✐s ▼❛❧✬ts❡✈ ✐❢ ❡✈❡r② ✐♥t❡r♥❛❧ r❡✢❡①✐✈❡ r❡❧❛t✐♦♥ ✐s ❛♥ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥✳ ❉❡✜♥✐t✐♦♥ ❚✇♦ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ❘ ❛♥❞ ❲ ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❳ ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ✇❤❡♥ t❤❡r❡ ✐s ❛ ✭✉♥✐q✉❡✮ ♠♦r♣❤✐s♠ ♣: ❘ ×❳ ❲ → ❳✱ ✇❤❡r❡ ❘ ×❳ ❲ ✐s t❤❡ ♣✉❧❧❜❛❝❦ ♦❢ r✷ ❛♥❞ ✇✶✿ ❘ ×❳ ❲

♣✶

  • ♣✷

✇✶

  • ✇✷
  • σ❘

r✷

  • r✶
  • σ❲

❡❲

  • ❡❘
  • s✉❝❤ t❤❛t ♣σ❘ = ✇✷ ❛♥❞ ♣σ❲ = r✶✳
slide-6
SLIDE 6

❚❤❡ ✭❙❍✮ ❝♦♥❞✐t✐♦♥

❆ ♣♦✐♥t❡❞ ▼❛❧✬ts❡✈ ❝❛t❡❣♦r② s❛t✐s✜❡s t❤❡ ✏❙♠✐t❤ ✐s ❍✉q✑ ❝♦♥❞✐t✐♦♥ ✐❢ t✇♦ ❡✛❡❝t✐✈❡ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ❛s s♦♦♥ ❛s t❤❡✐r ♥♦r♠❛❧✐s❛t✐♦♥s ❝♦♠♠✉t❡ ❊①❛♠♣❧❡s✿ ❣r♦✉♣s✱ r✐♥❣s✱ ▲✐❡ ❛❧❣❡❜r❛s✱ ❣r♦✉♣s ✇✐t❤ ♦♣❡r❛t✐♦♥s✳ ◆♦t ❛❧❧ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s✳ ❈♦✉♥t❡r❡①❛♠♣❧❡s✿ ❞✐❣r♦✉♣s✱ ❧♦♦♣s✳

slide-7
SLIDE 7

❚❤❡ ✭❙❍✮ ❝♦♥❞✐t✐♦♥

❆ ♣♦✐♥t❡❞ ▼❛❧✬ts❡✈ ❝❛t❡❣♦r② s❛t✐s✜❡s t❤❡ ✏❙♠✐t❤ ✐s ❍✉q✑ ❝♦♥❞✐t✐♦♥ ✐❢ t✇♦ ❡✛❡❝t✐✈❡ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ❛s s♦♦♥ ❛s t❤❡✐r ♥♦r♠❛❧✐s❛t✐♦♥s ❝♦♠♠✉t❡ ❊①❛♠♣❧❡s✿ ❣r♦✉♣s✱ r✐♥❣s✱ ▲✐❡ ❛❧❣❡❜r❛s✱ ❣r♦✉♣s ✇✐t❤ ♦♣❡r❛t✐♦♥s✳ ◆♦t ❛❧❧ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s✳ ❈♦✉♥t❡r❡①❛♠♣❧❡s✿ ❞✐❣r♦✉♣s✱ ❧♦♦♣s✳

slide-8
SLIDE 8

❚❤❡ ✭❙❍✮ ❝♦♥❞✐t✐♦♥

❆ ♣♦✐♥t❡❞ ▼❛❧✬ts❡✈ ❝❛t❡❣♦r② s❛t✐s✜❡s t❤❡ ✏❙♠✐t❤ ✐s ❍✉q✑ ❝♦♥❞✐t✐♦♥ ✐❢ t✇♦ ❡✛❡❝t✐✈❡ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ❛s s♦♦♥ ❛s t❤❡✐r ♥♦r♠❛❧✐s❛t✐♦♥s ❝♦♠♠✉t❡ ❊①❛♠♣❧❡s✿ ❣r♦✉♣s✱ r✐♥❣s✱ ▲✐❡ ❛❧❣❡❜r❛s✱ ❣r♦✉♣s ✇✐t❤ ♦♣❡r❛t✐♦♥s✳ ◆♦t ❛❧❧ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s✳ ❈♦✉♥t❡r❡①❛♠♣❧❡s✿ ❞✐❣r♦✉♣s✱ ❧♦♦♣s✳

slide-9
SLIDE 9

❚❤❡ ✭❙❍✮ ❝♦♥❞✐t✐♦♥

❆ ♣♦✐♥t❡❞ ▼❛❧✬ts❡✈ ❝❛t❡❣♦r② s❛t✐s✜❡s t❤❡ ✏❙♠✐t❤ ✐s ❍✉q✑ ❝♦♥❞✐t✐♦♥ ✐❢ t✇♦ ❡✛❡❝t✐✈❡ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ❛s s♦♦♥ ❛s t❤❡✐r ♥♦r♠❛❧✐s❛t✐♦♥s ❝♦♠♠✉t❡ ❊①❛♠♣❧❡s✿ ❣r♦✉♣s✱ r✐♥❣s✱ ▲✐❡ ❛❧❣❡❜r❛s✱ ❣r♦✉♣s ✇✐t❤ ♦♣❡r❛t✐♦♥s✳ ◆♦t ❛❧❧ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s✳ ❈♦✉♥t❡r❡①❛♠♣❧❡s✿ ❞✐❣r♦✉♣s✱ ❧♦♦♣s✳

slide-10
SLIDE 10

❈♦♥s❡q✉❡♥❝❡s✿ ❝r♦ss❡❞ ♠♦❞✉❧❡s ❛♥❞ ✐♥t❡r♥❛❧ str✉❝t✉r❡s

❈r♦ss❡❞ ♠♦❞✉❧❡s ♦❢ ❣r♦✉♣s✿ ❞ : ❍ → ● + ❛❝t✐♦♥ ♦❢ ● ♦♥ ❍ s✉❝❤ t❤❛t✿ ✭P❳▼✮ ❞(❣ · ❤) = ❣❞(❤)❣−✶; ✭P❊■❋❋❊❘✮ ❞(❤✶) · ❤✷ = ❤✶❤✷❤−✶

✶ .

❳▼ ●♣

  • ♣❞ ●♣
slide-11
SLIDE 11

❈♦♥s❡q✉❡♥❝❡s✿ ❝r♦ss❡❞ ♠♦❞✉❧❡s ❛♥❞ ✐♥t❡r♥❛❧ str✉❝t✉r❡s

❈r♦ss❡❞ ♠♦❞✉❧❡s ♦❢ ❣r♦✉♣s✿ ❞ : ❍ → ● + ❛❝t✐♦♥ ♦❢ ● ♦♥ ❍ s✉❝❤ t❤❛t✿ ✭P❳▼✮ ❞(❣ · ❤) = ❣❞(❤)❣−✶; ✭P❊■❋❋❊❘✮ ❞(❤✶) · ❤✷ = ❤✶❤✷❤−✶

✶ .

❳▼(●♣) ≃ ●♣❞(●♣)

slide-12
SLIDE 12

■♥t❡r♥❛❧ ❝r♦ss❡❞ ♠♦❞✉❧❡s

■♥t❡r♥❛❧ ✈❡rs✐♦♥ ♦❢ t❤✐s ❡q✉✐✈❛❧❡♥❝❡ ❢♦r s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s ✭❏❛♥❡❧✐❞③❡✮✿ ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s r❡✢❡①✐✈❡ ❣r❛♣❤s ❝r♦ss❡❞ ♠♦❞✉❧❡s ❣r♦✉♣♦✐❞s ❜✉t ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s P❡✐✛❡r ❝r♦ss❡❞ ♠♦❞✉❧❡s ❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s P❡✐✛❡r ❝r♦ss❡❞ ♠♦❞✉❧❡s ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✭❙❍✮✳

slide-13
SLIDE 13

■♥t❡r♥❛❧ ❝r♦ss❡❞ ♠♦❞✉❧❡s

■♥t❡r♥❛❧ ✈❡rs✐♦♥ ♦❢ t❤✐s ❡q✉✐✈❛❧❡♥❝❡ ❢♦r s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s ✭❏❛♥❡❧✐❞③❡✮✿ ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s ≃ r❡✢❡①✐✈❡ ❣r❛♣❤s ❝r♦ss❡❞ ♠♦❞✉❧❡s ≃ ❣r♦✉♣♦✐❞s ❜✉t ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s P❡✐✛❡r ❝r♦ss❡❞ ♠♦❞✉❧❡s ❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s P❡✐✛❡r ❝r♦ss❡❞ ♠♦❞✉❧❡s ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✭❙❍✮✳

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SLIDE 14

■♥t❡r♥❛❧ ❝r♦ss❡❞ ♠♦❞✉❧❡s

■♥t❡r♥❛❧ ✈❡rs✐♦♥ ♦❢ t❤✐s ❡q✉✐✈❛❧❡♥❝❡ ❢♦r s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s ✭❏❛♥❡❧✐❞③❡✮✿ ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s ≃ r❡✢❡①✐✈❡ ❣r❛♣❤s ❝r♦ss❡❞ ♠♦❞✉❧❡s ≃ ❣r♦✉♣♦✐❞s ❜✉t ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s + P❡✐✛❡r = ❝r♦ss❡❞ ♠♦❞✉❧❡s ❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s P❡✐✛❡r ❝r♦ss❡❞ ♠♦❞✉❧❡s ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✭❙❍✮✳

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SLIDE 15

■♥t❡r♥❛❧ ❝r♦ss❡❞ ♠♦❞✉❧❡s

■♥t❡r♥❛❧ ✈❡rs✐♦♥ ♦❢ t❤✐s ❡q✉✐✈❛❧❡♥❝❡ ❢♦r s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s ✭❏❛♥❡❧✐❞③❡✮✿ ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s ≃ r❡✢❡①✐✈❡ ❣r❛♣❤s ❝r♦ss❡❞ ♠♦❞✉❧❡s ≃ ❣r♦✉♣♦✐❞s ❜✉t ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s + P❡✐✛❡r = ❝r♦ss❡❞ ♠♦❞✉❧❡s ❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s + P❡✐✛❡r = ❝r♦ss❡❞ ♠♦❞✉❧❡s ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✭❙❍✮✳

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SLIDE 16

❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r✐❡s

▲❡t C ❜❡ ♣♦✐♥t❡❞ ❛♥❞ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡✱ ❛♥❞ ❧❡t ❙ ❜❡ ❛ ❝❧❛ss ♦❢ ♣♦✐♥ts st❛❜❧❡ ✉♥❞❡r ♣✉❧❧❜❛❝❦s✳ ❉❡✜♥✐t✐♦♥ ✭❇♦✉r♥✱ ▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ▼✳✱ ❙♦❜r❛❧✮ C ✐s ❙✲♣r♦t♦♠♦❞✉❧❛r ✐❢ t❤❡ ♣♦✐♥ts ✐♥ ❙ ❛r❡ ❝❧♦s❡❞ ✉♥❞❡r ✜♥✐t❡ ❧✐♠✐ts ✐♥ Pt(C) ❛♥❞ ❡✈❡r② ♣♦✐♥t ✐♥ ❙ ✐s ❛ str♦♥❣ ♣♦✐♥t ✭t❤❡ ❦❡r♥❡❧ ❛♥❞ t❤❡ s❡❝t✐♦♥ ❛r❡ ❥♦✐♥t❧② ❡①tr❡♠❛❧❧② ❡♣✐♠♦r♣❤✐❝✮✳ Pr♦♣❡rt✐❡s✿ ❙♣❧✐t ❙❤♦rt ❋✐✈❡ ▲❡♠♠❛ ❢♦r s♣❧✐t ❡①t❡♥s✐♦♥s ✐♥ ❙✳ ❊✈❡r② ❙✲r❡✢❡①✐✈❡ r❡❧❛t✐♦♥ ✐s tr❛♥s✐t✐✈❡✳

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SLIDE 17

❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r✐❡s

▲❡t C ❜❡ ♣♦✐♥t❡❞ ❛♥❞ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡✱ ❛♥❞ ❧❡t ❙ ❜❡ ❛ ❝❧❛ss ♦❢ ♣♦✐♥ts st❛❜❧❡ ✉♥❞❡r ♣✉❧❧❜❛❝❦s✳ ❉❡✜♥✐t✐♦♥ ✭❇♦✉r♥✱ ▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ▼✳✱ ❙♦❜r❛❧✮ C ✐s ❙✲♣r♦t♦♠♦❞✉❧❛r ✐❢ t❤❡ ♣♦✐♥ts ✐♥ ❙ ❛r❡ ❝❧♦s❡❞ ✉♥❞❡r ✜♥✐t❡ ❧✐♠✐ts ✐♥ Pt(C) ❛♥❞ ❡✈❡r② ♣♦✐♥t ✐♥ ❙ ✐s ❛ str♦♥❣ ♣♦✐♥t ✭t❤❡ ❦❡r♥❡❧ ❛♥❞ t❤❡ s❡❝t✐♦♥ ❛r❡ ❥♦✐♥t❧② ❡①tr❡♠❛❧❧② ❡♣✐♠♦r♣❤✐❝✮✳ Pr♦♣❡rt✐❡s✿ ❙♣❧✐t ❙❤♦rt ❋✐✈❡ ▲❡♠♠❛ ❢♦r s♣❧✐t ❡①t❡♥s✐♦♥s ✐♥ ❙✳ ❊✈❡r② ❙✲r❡✢❡①✐✈❡ r❡❧❛t✐♦♥ ✐s tr❛♥s✐t✐✈❡✳

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SLIDE 18

❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r✐❡s

▲❡t C ❜❡ ♣♦✐♥t❡❞ ❛♥❞ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡✱ ❛♥❞ ❧❡t ❙ ❜❡ ❛ ❝❧❛ss ♦❢ ♣♦✐♥ts st❛❜❧❡ ✉♥❞❡r ♣✉❧❧❜❛❝❦s✳ ❉❡✜♥✐t✐♦♥ ✭❇♦✉r♥✱ ▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ▼✳✱ ❙♦❜r❛❧✮ C ✐s ❙✲♣r♦t♦♠♦❞✉❧❛r ✐❢ t❤❡ ♣♦✐♥ts ✐♥ ❙ ❛r❡ ❝❧♦s❡❞ ✉♥❞❡r ✜♥✐t❡ ❧✐♠✐ts ✐♥ Pt(C) ❛♥❞ ❡✈❡r② ♣♦✐♥t ✐♥ ❙ ✐s ❛ str♦♥❣ ♣♦✐♥t ✭t❤❡ ❦❡r♥❡❧ ❛♥❞ t❤❡ s❡❝t✐♦♥ ❛r❡ ❥♦✐♥t❧② ❡①tr❡♠❛❧❧② ❡♣✐♠♦r♣❤✐❝✮✳ Pr♦♣❡rt✐❡s✿ ❙♣❧✐t ❙❤♦rt ❋✐✈❡ ▲❡♠♠❛ ❢♦r s♣❧✐t ❡①t❡♥s✐♦♥s ✐♥ ❙✳ ❊✈❡r② ❙✲r❡✢❡①✐✈❡ r❡❧❛t✐♦♥ ✐s tr❛♥s✐t✐✈❡✳

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SLIDE 19

❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r✐❡s

▲❡t C ❜❡ ♣♦✐♥t❡❞ ❛♥❞ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡✱ ❛♥❞ ❧❡t ❙ ❜❡ ❛ ❝❧❛ss ♦❢ ♣♦✐♥ts st❛❜❧❡ ✉♥❞❡r ♣✉❧❧❜❛❝❦s✳ ❉❡✜♥✐t✐♦♥ ✭❇♦✉r♥✱ ▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ▼✳✱ ❙♦❜r❛❧✮ C ✐s ❙✲♣r♦t♦♠♦❞✉❧❛r ✐❢ t❤❡ ♣♦✐♥ts ✐♥ ❙ ❛r❡ ❝❧♦s❡❞ ✉♥❞❡r ✜♥✐t❡ ❧✐♠✐ts ✐♥ Pt(C) ❛♥❞ ❡✈❡r② ♣♦✐♥t ✐♥ ❙ ✐s ❛ str♦♥❣ ♣♦✐♥t ✭t❤❡ ❦❡r♥❡❧ ❛♥❞ t❤❡ s❡❝t✐♦♥ ❛r❡ ❥♦✐♥t❧② ❡①tr❡♠❛❧❧② ❡♣✐♠♦r♣❤✐❝✮✳ Pr♦♣❡rt✐❡s✿ ❙♣❧✐t ❙❤♦rt ❋✐✈❡ ▲❡♠♠❛ ❢♦r s♣❧✐t ❡①t❡♥s✐♦♥s ✐♥ ❙✳ ❊✈❡r② ❙✲r❡✢❡①✐✈❡ r❡❧❛t✐♦♥ ✐s tr❛♥s✐t✐✈❡✳

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SLIDE 20

❊①❛♠♣❧❡s ♦❢ ❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r✐❡s

❆ ✈❛r✐❡t② ✐s ❏ó♥ss♦♥✲❚❛rs❦✐ ✐❢ ✐ts t❤❡♦r② ❝♦♥t❛✐♥s ❛ ✉♥✐q✉❡ ❝♦♥st❛♥t ✵ ❛♥❞ ❛ ❜✐♥❛r② ♦♣❡r❛t✐♦♥ + s❛t✐s❢②✐♥❣ ✵ + ① = ① + ✵ = ① ❉❡✜♥✐t✐♦♥ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ▼✳✱ ❙♦❜r❛❧✮ ❆ ♣♦✐♥t ❆

s

✐♥ ❛ ❏ó♥ss♦♥✲❚❛rs❦✐ ✈❛r✐❡t② ✐s ❛ ❙❝❤r❡✐❡r ♣♦✐♥t ✇❤❡♥✱ ❢♦r ❛♥② ❛ ❆✱ t❤❡r❡ ❡①✐sts ❛ ✉♥✐q✉❡ ✐♥ t❤❡ ❦❡r♥❡❧ ♦❢ ❢ s✉❝❤ t❤❛t ❛ s❢ ❛ ✳ Pr♦♣♦s✐t✐♦♥ ❊✈❡r② ❏ó♥ss♦♥✲❚❛rs❦✐ ✈❛r✐❡t② ✐s ❛♥ ❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r② ✇✐t❤ t❤❡ ❝❧❛ss ❙ ♦❢ ❙❝❤r❡✐❡r ♣♦✐♥ts✳

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SLIDE 21

❊①❛♠♣❧❡s ♦❢ ❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r✐❡s

❆ ✈❛r✐❡t② ✐s ❏ó♥ss♦♥✲❚❛rs❦✐ ✐❢ ✐ts t❤❡♦r② ❝♦♥t❛✐♥s ❛ ✉♥✐q✉❡ ❝♦♥st❛♥t ✵ ❛♥❞ ❛ ❜✐♥❛r② ♦♣❡r❛t✐♦♥ + s❛t✐s❢②✐♥❣ ✵ + ① = ① + ✵ = ① ❉❡✜♥✐t✐♦♥ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ▼✳✱ ❙♦❜r❛❧✮ ❆ ♣♦✐♥t ❆

s

  • ✐♥ ❛ ❏ó♥ss♦♥✲❚❛rs❦✐ ✈❛r✐❡t② ✐s ❛ ❙❝❤r❡✐❡r ♣♦✐♥t

✇❤❡♥✱ ❢♦r ❛♥② ❛ ∈ ❆✱ t❤❡r❡ ❡①✐sts ❛ ✉♥✐q✉❡ α ✐♥ t❤❡ ❦❡r♥❡❧ ♦❢ ❢ s✉❝❤ t❤❛t ❛ = α + s❢ (❛)✳ Pr♦♣♦s✐t✐♦♥ ❊✈❡r② ❏ó♥ss♦♥✲❚❛rs❦✐ ✈❛r✐❡t② ✐s ❛♥ ❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r② ✇✐t❤ t❤❡ ❝❧❛ss ❙ ♦❢ ❙❝❤r❡✐❡r ♣♦✐♥ts✳

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SLIDE 22

❊①❛♠♣❧❡s ♦❢ ❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r✐❡s

❆ ✈❛r✐❡t② ✐s ❏ó♥ss♦♥✲❚❛rs❦✐ ✐❢ ✐ts t❤❡♦r② ❝♦♥t❛✐♥s ❛ ✉♥✐q✉❡ ❝♦♥st❛♥t ✵ ❛♥❞ ❛ ❜✐♥❛r② ♦♣❡r❛t✐♦♥ + s❛t✐s❢②✐♥❣ ✵ + ① = ① + ✵ = ① ❉❡✜♥✐t✐♦♥ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ▼✳✱ ❙♦❜r❛❧✮ ❆ ♣♦✐♥t ❆

s

  • ✐♥ ❛ ❏ó♥ss♦♥✲❚❛rs❦✐ ✈❛r✐❡t② ✐s ❛ ❙❝❤r❡✐❡r ♣♦✐♥t

✇❤❡♥✱ ❢♦r ❛♥② ❛ ∈ ❆✱ t❤❡r❡ ❡①✐sts ❛ ✉♥✐q✉❡ α ✐♥ t❤❡ ❦❡r♥❡❧ ♦❢ ❢ s✉❝❤ t❤❛t ❛ = α + s❢ (❛)✳ Pr♦♣♦s✐t✐♦♥ ❊✈❡r② ❏ó♥ss♦♥✲❚❛rs❦✐ ✈❛r✐❡t② ✐s ❛♥ ❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r② ✇✐t❤ t❤❡ ❝❧❛ss ❙ ♦❢ ❙❝❤r❡✐❡r ♣♦✐♥ts✳

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SLIDE 23

❉❡✜♥✐t✐♦♥ ❆ ♠♦r♣❤✐s♠ ❢ ✐s ❝❛❧❧❡❞ ❙✲s♣❡❝✐❛❧ ✇❤❡♥ ✐ts ❦❡r♥❡❧ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥ ❘[❢ ] ✐s ❛♥ ❙✲❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥✳ ❆♥ ♦❜❥❡❝t ❳ ✐s ❝❛❧❧❡❞ ❙✲s♣❡❝✐❛❧ ✇❤❡♥ t❤❡ t❡r♠✐♥❛❧ ♠♦r♣❤✐s♠ τ❳ : ❳ → ✶ ✐s ❙✲s♣❡❝✐❛❧ ✭✐✳❡✳ t❤❡ ✉♥❞✐s❝r❡t❡ r❡❧❛t✐♦♥ ♦♥ ❳ ✐s ❛♥ ❙✲❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥✮✳ ❆ r❡✢❡①✐✈❡ ❣r❛♣❤ ❈✶

❝ ❞

❈✵

✐s ♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ t❤❡r❡ ❡①✐sts ♠ ❈✷ ❈✶ s✉❝❤ t❤❛t ♠ ❡❞ ✶ ♠ ✶ ❡❝ ✶

slide-24
SLIDE 24

❉❡✜♥✐t✐♦♥ ❆ ♠♦r♣❤✐s♠ ❢ ✐s ❝❛❧❧❡❞ ❙✲s♣❡❝✐❛❧ ✇❤❡♥ ✐ts ❦❡r♥❡❧ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥ ❘[❢ ] ✐s ❛♥ ❙✲❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥✳ ❆♥ ♦❜❥❡❝t ❳ ✐s ❝❛❧❧❡❞ ❙✲s♣❡❝✐❛❧ ✇❤❡♥ t❤❡ t❡r♠✐♥❛❧ ♠♦r♣❤✐s♠ τ❳ : ❳ → ✶ ✐s ❙✲s♣❡❝✐❛❧ ✭✐✳❡✳ t❤❡ ✉♥❞✐s❝r❡t❡ r❡❧❛t✐♦♥ ♦♥ ❳ ✐s ❛♥ ❙✲❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥✮✳ ❆ r❡✢❡①✐✈❡ ❣r❛♣❤ ❈✶

❈✵

  • ✐s ♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ t❤❡r❡ ❡①✐sts ♠: ❈✷ → ❈✶ s✉❝❤ t❤❛t

♠❡❞, ✶ = ♠✶, ❡❝ = ✶

slide-25
SLIDE 25

▲❡t C ❜❡ ❙✲♣r♦t♦♠♦❞✉❧❛r✱ ✇✐t❤ ❙ ❝❧♦s❡❞ ✉♥❞❡r ❝♦♠♣♦s✐t✐♦♥ ❛♥❞ s✉❝❤ t❤❛t ❡✈❡r② ♣♦✐♥t ♦❢ t❤❡ ❢♦r♠ ❳ × ❨

π❨ ❨ ✵,✶

  • ✐s ✐♥ ❙✳

❚❤❡♦r❡♠ ❈♦♥s✐❞❡r t❤❡ ❢♦❧❧♦✇✐♥❣ ❝♦♥❞✐t✐♦♥s✿ ✭❛✮ ❊✈❡r② r❡✢❡①✐✈❡ ❣r❛♣❤ s✉❝❤ t❤❛t ❜♦t❤ ♣♦✐♥ts ❞ ❡ ❛♥❞ ❝ ❡ ❜❡❧♦♥❣ t♦ ❙ ❛♥❞ ❳ ❨ ✵ ✐s ♠✉❧t✐♣❧✐❝❛t✐✈❡✳ ✭❜✮ ❚✇♦ ❡✛❡❝t✐✈❡ ❙✲❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ❛s s♦♦♥ ❛s t❤❡✐r ♥♦r♠❛❧✐s❛t✐♦♥s ❝♦♠♠✉t❡✳ ✭❝✮ ❊✈❡r② r❡✢❡①✐✈❡ ❣r❛♣❤ s✉❝❤ t❤❛t ❜♦t❤ ♠♦r♣❤✐s♠s ❞ ❛♥❞ ❝ ❛r❡ ❙✲s♣❡❝✐❛❧ ❛♥❞ ❳ ❨ ✵ ✐s ♠✉❧t✐♣❧✐❝❛t✐✈❡✳ ❚❤❡♥ ✇❡ ❤❛✈❡ t❤❡ ❢♦❧❧♦✇✐♥❣ ❝❤❛✐♥ ♦❢ ✐♠♣❧✐❝❛t✐♦♥s✿ ❛ ❜ ❝ ✳

slide-26
SLIDE 26

▲❡t C ❜❡ ❙✲♣r♦t♦♠♦❞✉❧❛r✱ ✇✐t❤ ❙ ❝❧♦s❡❞ ✉♥❞❡r ❝♦♠♣♦s✐t✐♦♥ ❛♥❞ s✉❝❤ t❤❛t ❡✈❡r② ♣♦✐♥t ♦❢ t❤❡ ❢♦r♠ ❳ × ❨

π❨ ❨ ✵,✶

  • ✐s ✐♥ ❙✳

❚❤❡♦r❡♠ ❈♦♥s✐❞❡r t❤❡ ❢♦❧❧♦✇✐♥❣ ❝♦♥❞✐t✐♦♥s✿ ✭❛✮ ❊✈❡r② r❡✢❡①✐✈❡ ❣r❛♣❤ s✉❝❤ t❤❛t ❜♦t❤ ♣♦✐♥ts (❞, ❡) ❛♥❞ (❝, ❡) ❜❡❧♦♥❣ t♦ ❙ ❛♥❞ [❳, ❨ ] = ✵ ✐s ♠✉❧t✐♣❧✐❝❛t✐✈❡✳ ✭❜✮ ❚✇♦ ❡✛❡❝t✐✈❡ ❙✲❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ❛s s♦♦♥ ❛s t❤❡✐r ♥♦r♠❛❧✐s❛t✐♦♥s ❝♦♠♠✉t❡✳ ✭❝✮ ❊✈❡r② r❡✢❡①✐✈❡ ❣r❛♣❤ s✉❝❤ t❤❛t ❜♦t❤ ♠♦r♣❤✐s♠s ❞ ❛♥❞ ❝ ❛r❡ ❙✲s♣❡❝✐❛❧ ❛♥❞ [❳, ❨ ] = ✵ ✐s ♠✉❧t✐♣❧✐❝❛t✐✈❡✳ ❚❤❡♥ ✇❡ ❤❛✈❡ t❤❡ ❢♦❧❧♦✇✐♥❣ ❝❤❛✐♥ ♦❢ ✐♠♣❧✐❝❛t✐♦♥s✿ (❛) = ⇒ (❜) = ⇒ (❝)✳

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SLIDE 27

❚❤❡ ❛❜s♦❧✉t❡ ❝❛s❡

❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ■♥ ❛ ♣♦✐♥t❡❞ ♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r② ✭❙❍✮ ❤♦❧❞s ✐❢ ❛♥❞ ♦♥❧② ✐❢ ❡✈❡r② r❡✢❡①✐✈❡ ❣r❛♣❤ s✉❝❤ t❤❛t [❳, ❨ ] = ✵ ✐s ♠✉❧t✐♣❧✐❝❛t✐✈❡✳ ❆ r❡✢❡①✐✈❡ ❣r❛♣❤ ✐s ✲♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ ✵ ■t ✐s ✲❞✐✈✐s✐❜❧❡ ✐❢ ✵ ❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ■♥ ❛ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r②✱ ❛ r❡✢❡①✐✈❡ ❣r❛♣❤ ✐s ✲♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✐t ✐s ✲❞✐✈✐s✐❜❧❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ❳ ❨ ✵✳

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SLIDE 28

❚❤❡ ❛❜s♦❧✉t❡ ❝❛s❡

❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ■♥ ❛ ♣♦✐♥t❡❞ ♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r② ✭❙❍✮ ❤♦❧❞s ✐❢ ❛♥❞ ♦♥❧② ✐❢ ❡✈❡r② r❡✢❡①✐✈❡ ❣r❛♣❤ s✉❝❤ t❤❛t [❳, ❨ ] = ✵ ✐s ♠✉❧t✐♣❧✐❝❛t✐✈❡✳ ❆ r❡✢❡①✐✈❡ ❣r❛♣❤ ✐s ∗✲♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ ✵

  • ·

·

■t ✐s ✲❞✐✈✐s✐❜❧❡ ✐❢ ✵ ❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ■♥ ❛ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r②✱ ❛ r❡✢❡①✐✈❡ ❣r❛♣❤ ✐s ✲♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✐t ✐s ✲❞✐✈✐s✐❜❧❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ❳ ❨ ✵✳

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SLIDE 29

❚❤❡ ❛❜s♦❧✉t❡ ❝❛s❡

❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ■♥ ❛ ♣♦✐♥t❡❞ ♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r② ✭❙❍✮ ❤♦❧❞s ✐❢ ❛♥❞ ♦♥❧② ✐❢ ❡✈❡r② r❡✢❡①✐✈❡ ❣r❛♣❤ s✉❝❤ t❤❛t [❳, ❨ ] = ✵ ✐s ♠✉❧t✐♣❧✐❝❛t✐✈❡✳ ❆ r❡✢❡①✐✈❡ ❣r❛♣❤ ✐s ∗✲♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ ✵

  • ·

· ■t ✐s

∗✲❞✐✈✐s✐❜❧❡ ✐❢ ·

  • ·

❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ■♥ ❛ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r②✱ ❛ r❡✢❡①✐✈❡ ❣r❛♣❤ ✐s ✲♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✐t ✐s ✲❞✐✈✐s✐❜❧❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ❳ ❨ ✵✳

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SLIDE 30

❚❤❡ ❛❜s♦❧✉t❡ ❝❛s❡

❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ■♥ ❛ ♣♦✐♥t❡❞ ♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r② ✭❙❍✮ ❤♦❧❞s ✐❢ ❛♥❞ ♦♥❧② ✐❢ ❡✈❡r② r❡✢❡①✐✈❡ ❣r❛♣❤ s✉❝❤ t❤❛t [❳, ❨ ] = ✵ ✐s ♠✉❧t✐♣❧✐❝❛t✐✈❡✳ ❆ r❡✢❡①✐✈❡ ❣r❛♣❤ ✐s ∗✲♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ ✵

  • ·

· ■t ✐s

∗✲❞✐✈✐s✐❜❧❡ ✐❢ ·

  • ·

❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ■♥ ❛ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r②✱ ❛ r❡✢❡①✐✈❡ ❣r❛♣❤ ✐s ∗✲♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✐t ✐s ∗✲❞✐✈✐s✐❜❧❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ [❳, ❨ ] = ✵✳

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SLIDE 31

❇❛❝❦ t♦ t❤❡ r❡❧❛t✐✈❡ ❝❛s❡

▲❡t C ❜❡ ❙✲♣r♦t♦♠♦❞✉❧❛r✳ Pr♦♣♦s✐t✐♦♥ ❆♥ ❙✲r❡✢❡①✐✈❡ ❣r❛♣❤ s✉❝❤ t❤❛t ❳ ✐s ❛♥ ❙✲s♣❡❝✐❛❧ ♦❜❥❡❝t ✐s ∗✲♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✐t ✐s ∗✲❞✐✈✐s✐❜❧❡✳ ■❢✱ ♠♦r❡♦✈❡r✱ t❤❡ sq✉❛r❡ ❳ × ❳

ω

  • π✶

❝❦

  • ❈✶

❈✵

✐s ❛ ♣✉❧❧❜❛❝❦ ✭ω ✐s t❤❡ ∗✲❞✐✈✐s✐♦♥✮✱ t❤❡♥ [❳, ❨ ] = ✵✳ ❚❤❡ ❝♦♥✈❡rs❡ ❤♦❧❞s ✉♥❞❡r ❛❞❞✐t✐♦♥❛❧ t❡❝❤♥✐❝❛❧ ❤②♣♦t❤❡s❡s✳

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SLIDE 32

❇❛❝❦ t♦ t❤❡ r❡❧❛t✐✈❡ ❝❛s❡

▲❡t C ❜❡ ❙✲♣r♦t♦♠♦❞✉❧❛r✳ Pr♦♣♦s✐t✐♦♥ ❆♥ ❙✲r❡✢❡①✐✈❡ ❣r❛♣❤ s✉❝❤ t❤❛t ❳ ✐s ❛♥ ❙✲s♣❡❝✐❛❧ ♦❜❥❡❝t ✐s ∗✲♠✉❧t✐♣❧✐❝❛t✐✈❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✐t ✐s ∗✲❞✐✈✐s✐❜❧❡✳ ■❢✱ ♠♦r❡♦✈❡r✱ t❤❡ sq✉❛r❡ ❳ × ❳

ω

  • π✶

❝❦

  • ❈✶

❈✵

✐s ❛ ♣✉❧❧❜❛❝❦ ✭ω ✐s t❤❡ ∗✲❞✐✈✐s✐♦♥✮✱ t❤❡♥ [❳, ❨ ] = ✵✳ ❚❤❡ ❝♦♥✈❡rs❡ ❤♦❧❞s ✉♥❞❡r ❛❞❞✐t✐♦♥❛❧ t❡❝❤♥✐❝❛❧ ❤②♣♦t❤❡s❡s✳

slide-33
SLIDE 33

❙♦♠❡ str♦♥❣❡r ❝♦♥❞✐t✐♦♥s

❚❤❡♦r❡♠ ▲❡t C ❜❡ ❙✲♣r♦t♦♠♦❞✉❧❛r✳ ■❢✱ ❢♦r ❡✈❡r② ❳ ∈ C t❤❡ ❦❡r♥❡❧ ❢✉♥❝t♦r ❑❡r❳ : Pt❳(C) → C r❡✢❡❝ts t❤❡ ❝♦♠♠✉t❛t✐♦♥ ♦❢ ♥♦r♠❛❧ s✉❜♦❜❥❡❝ts✱ ✇❤❡♥❡✈❡r t❤❡ ❞♦♠❛✐♥s ♦❢ t❤❡ t✇♦ s✉❜♦❜❥❡❝ts ❛r❡ ♣♦✐♥ts ❜❡❧♦♥❣✐♥❣ t♦ ❙✱ t❤❡♥ ✭❙❍✮ ❤♦❧❞s✳ ■♥ t❤❡ ❛❜s♦❧✉t❡ ❝❛s❡✱ t❤❡ ❝♦♥✈❡rs❡ ❤♦❧❞s✱ t♦♦✳ ❋♦r ❝❛t❡❣♦r✐❡s ♦❢ ♠♦♥♦✐❞s ✇✐t❤ ♦♣❡r❛t✐♦♥s ❛♥❞ ❙❝❤r❡✐❡r ♣♦✐♥ts✱ t❤❡ ❦❡r♥❡❧ ❢✉♥❝t♦rs ❑❡r❳ Pt❳ r❡✢❡❝t t❤❡ ❝♦♠♠✉t❛t✐♦♥ ♦❢ ❛♥② ♣❛✐r ♦❢ ♠♦r♣❤✐s♠s✱ ✇❤❡♥❡✈❡r t❤❡✐r ❞♦♠❛✐♥s ❛r❡ ♣♦✐♥ts ❜❡❧♦♥❣✐♥❣ t♦ ❙✳

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SLIDE 34

❙♦♠❡ str♦♥❣❡r ❝♦♥❞✐t✐♦♥s

❚❤❡♦r❡♠ ▲❡t C ❜❡ ❙✲♣r♦t♦♠♦❞✉❧❛r✳ ■❢✱ ❢♦r ❡✈❡r② ❳ ∈ C t❤❡ ❦❡r♥❡❧ ❢✉♥❝t♦r ❑❡r❳ : Pt❳(C) → C r❡✢❡❝ts t❤❡ ❝♦♠♠✉t❛t✐♦♥ ♦❢ ♥♦r♠❛❧ s✉❜♦❜❥❡❝ts✱ ✇❤❡♥❡✈❡r t❤❡ ❞♦♠❛✐♥s ♦❢ t❤❡ t✇♦ s✉❜♦❜❥❡❝ts ❛r❡ ♣♦✐♥ts ❜❡❧♦♥❣✐♥❣ t♦ ❙✱ t❤❡♥ ✭❙❍✮ ❤♦❧❞s✳ ■♥ t❤❡ ❛❜s♦❧✉t❡ ❝❛s❡✱ t❤❡ ❝♦♥✈❡rs❡ ❤♦❧❞s✱ t♦♦✳ ❋♦r ❝❛t❡❣♦r✐❡s ♦❢ ♠♦♥♦✐❞s ✇✐t❤ ♦♣❡r❛t✐♦♥s ❛♥❞ ❙❝❤r❡✐❡r ♣♦✐♥ts✱ t❤❡ ❦❡r♥❡❧ ❢✉♥❝t♦rs ❑❡r❳ Pt❳ r❡✢❡❝t t❤❡ ❝♦♠♠✉t❛t✐♦♥ ♦❢ ❛♥② ♣❛✐r ♦❢ ♠♦r♣❤✐s♠s✱ ✇❤❡♥❡✈❡r t❤❡✐r ❞♦♠❛✐♥s ❛r❡ ♣♦✐♥ts ❜❡❧♦♥❣✐♥❣ t♦ ❙✳

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SLIDE 35

❙♦♠❡ str♦♥❣❡r ❝♦♥❞✐t✐♦♥s

❚❤❡♦r❡♠ ▲❡t C ❜❡ ❙✲♣r♦t♦♠♦❞✉❧❛r✳ ■❢✱ ❢♦r ❡✈❡r② ❳ ∈ C t❤❡ ❦❡r♥❡❧ ❢✉♥❝t♦r ❑❡r❳ : Pt❳(C) → C r❡✢❡❝ts t❤❡ ❝♦♠♠✉t❛t✐♦♥ ♦❢ ♥♦r♠❛❧ s✉❜♦❜❥❡❝ts✱ ✇❤❡♥❡✈❡r t❤❡ ❞♦♠❛✐♥s ♦❢ t❤❡ t✇♦ s✉❜♦❜❥❡❝ts ❛r❡ ♣♦✐♥ts ❜❡❧♦♥❣✐♥❣ t♦ ❙✱ t❤❡♥ ✭❙❍✮ ❤♦❧❞s✳ ■♥ t❤❡ ❛❜s♦❧✉t❡ ❝❛s❡✱ t❤❡ ❝♦♥✈❡rs❡ ❤♦❧❞s✱ t♦♦✳ ❋♦r ❝❛t❡❣♦r✐❡s ♦❢ ♠♦♥♦✐❞s ✇✐t❤ ♦♣❡r❛t✐♦♥s ❛♥❞ ❙❝❤r❡✐❡r ♣♦✐♥ts✱ t❤❡ ❦❡r♥❡❧ ❢✉♥❝t♦rs ❑❡r❳ : Pt❳(C) → C r❡✢❡❝t t❤❡ ❝♦♠♠✉t❛t✐♦♥ ♦❢ ❛♥② ♣❛✐r ♦❢ ♠♦r♣❤✐s♠s✱ ✇❤❡♥❡✈❡r t❤❡✐r ❞♦♠❛✐♥s ❛r❡ ♣♦✐♥ts ❜❡❧♦♥❣✐♥❣ t♦ ❙✳

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SLIDE 36

▼♦♥♦✐❞s ✇✐t❤ ♦♣❡r❛t✐♦♥s

❉❡✜♥✐t✐♦♥ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ▼✳✱ ❙♦❜r❛❧✮ ❆ ❝❛t❡❣♦r② ♦❢ ♠♦♥♦✐❞s ✇✐t❤ ♦♣❡r❛t✐♦♥s ✐s ❛ ✈❛r✐❡t② s✉❝❤ t❤❛t t❤❡ ❢♦❧❧♦✇✐♥❣ ❝♦♥❞✐t✐♦♥s ❤♦❧❞✿ ✐❢ Ω✐ ✐s t❤❡ s❡t ♦❢ ✐✲❛r② ♦♣❡r❛t✐♦♥s✱ t❤❡♥✿ ✭✶✮ Ω = Ω✵ ∪ Ω✶ ∪ Ω✷❀ ✭✷✮ ❚❤❡r❡ ❛r❡ ❛ ❜✐♥❛r② ♦♣❡r❛t✐♦♥ + ∈ Ω✷ ❛♥❞ ❛ ❝♦♥st❛♥t ✵ ∈ Ω✵ s❛t✐s❢②✐♥❣ t❤❡ ✉s✉❛❧ ♠♦♥♦✐❞ ❛①✐♦♠s❀ ✭✸✮ Ω✵ = {✵}❀ ✭✹✮ ▲❡t Ω′

✷ = Ω✷\{+}❀ ✐❢ ∗ ∈ Ω′ ✷✱ t❤❡♥ ∗◦✱ ❞❡✜♥❡❞ ❜②

① ∗◦ ② = ② ∗ ①✱ ✐s ❛❧s♦ ✐♥ Ω′

✷❀

✭✺✮ ❆♥② ∗ ∈ Ω′

✷ ✐s ❧❡❢t ❞✐str✐❜✉t✐✈❡ ✇✳r✳t✳ +❀

✭✻✮ ❋♦r ❛♥② ∗ ∈ Ω′

✷ ✇❡ ❤❛✈❡ ❜ ∗ ✵ = ✵❀

✭✼✮ ❆♥② ω ∈ Ω✶ s❛t✐s✜❡s t❤❡ ❢♦❧❧♦✇✐♥❣ ❝♦♥❞✐t✐♦♥s✿ ω(① +②) = ω(①)+ω(②); ❢♦r ❛♥② ∗ ∈ Ω′

✷, ω(❛ ∗❜) = ω(❛)∗❜.

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SLIDE 37

❆ ❝♦♥s❡q✉❡♥❝❡ ♦❢ ✭❙❍✮

Pr♦♣♦s✐t✐♦♥ ▲❡t C ❜❡ ❛♥ ❙✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r② ✐♥ ✇❤✐❝❤ ✭❙❍✮ ❤♦❧❞s✳ ❈♦♥s✐❞❡r ❛♥ ❙✲r❡✢❡①✐✈❡ ❣r❛♣❤ s✉❝❤ t❤❛t ❞ ✐s ❛♥ ❙✲s♣❡❝✐❛❧ ♠♦r♣❤✐s♠✿ ❈✶

❈✵.

  • ❚❤❡ ❢♦❧❧♦✇✐♥❣ ❝♦♥❞✐t✐♦♥s ❛r❡ ❡q✉✐✈❛❧❡♥t✿

✶ t❤❡ ❣r❛♣❤ ✉♥❞❡r❧✐❡s ❛♥ ✐♥t❡r♥❛❧ ❙✲❝❛t❡❣♦r②❀ ✷ t❤❡ ❣r❛♣❤ ✉♥❞❡r❧✐❡s ❛♥ ✐♥t❡r♥❛❧ ❙✲❣r♦✉♣♦✐❞❀ ✸ t❤❡ ❦❡r♥❡❧s ♦❢ ❞ ❛♥❞ ❝ ❝♦♠♠✉t❡✳