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slide-1
SLIDE 1

Pr♦♣♦s✐t✐♦♥❛❧ ♣r♦♦❢ ❝♦♠♣❧❡①✐t②

▼✐♥✐✲t✉t♦r✐❛❧ ❊❞✇❛r❞ ❆✳ ❍✐rs❝❤ ❤tt♣✿✴✴❧♦❣✐❝✳♣❞♠✐✳r❛s✳r✉✴⑦❤✐rs❝❤

❙t❡❦❧♦✈ ■♥st✐t✉t❡ ♦❢ ▼❛t❤❡♠❛t✐❝s ❛t ❙t✳P❡t❡rs❜✉r❣

❊st♦♥✐❛♥ ❚❤❡♦r② ❉❛②s ✖ ❖❝t♦❜❡r ✸✱ ✷✵✵✾

✶ ✴ ✶✼

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SLIDE 2

Pr♦♣♦s✐t✐♦♥❛❧ ♣r♦♦❢ ❝♦♠♣❧❡①✐t②

▼✐♥✐✲t✉t♦r✐❛❧ ❊❞✇❛r❞ ❆✳ ❍✐rs❝❤ ❤tt♣✿✴✴❧♦❣✐❝✳♣❞♠✐✳r❛s✳r✉✴⑦❤✐rs❝❤

❙t❡❦❧♦✈ ■♥st✐t✉t❡ ♦❢ ▼❛t❤❡♠❛t✐❝s ❛t ❙t✳P❡t❡rs❜✉r❣

❊st♦♥✐❛♥ ❚❤❡♦r② ❉❛②s ✖ ❖❝t♦❜❡r ✸✱ ✷✵✵✾

◮ Pr♦♦❢ s②st❡♠s ✖ ❞❡✜♥✐t✐♦♥s ❛♥❞ ❡①❛♠♣❧❡s✳ ◮ ❆ ❧♦✇❡r ❜♦✉♥❞✳ ◮ ❈♦♥♥❡❝t✐♦♥ t♦ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠s✳ ◮ ❈♦♥♥❡❝t✐♦♥ t♦ ❞✐s❥♦✐♥t ◆P ♣❛✐rs✳

✶ ✴ ✶✼

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SLIDE 3

Pr♦♦❢ s②st❡♠s

❉❡✜♥✐t✐♦♥ ✭❈♦♦❦✱ ❘❡❝❦❤♦✇✱ ✼✵s✮

❆ ♣r♦♦❢ s②st❡♠ ❢♦r ❧❛♥❣✉❛❣❡ ▲ ✐s ❛ ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ s✉r❥❡❝t✐✈❡ ♠❛♣♣✐♥❣ Π: {✵, ✶}∗ → ▲✳

✷ ✴ ✶✼

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SLIDE 4

Pr♦♦❢ s②st❡♠s

❉❡✜♥✐t✐♦♥ ✭❈♦♦❦✱ ❘❡❝❦❤♦✇✱ ✼✵s✮

❆ ♣r♦♦❢ s②st❡♠ ❢♦r ❧❛♥❣✉❛❣❡ ▲ ✐s ❛ ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ s✉r❥❡❝t✐✈❡ ♠❛♣♣✐♥❣ Π: {✵, ✶}∗ → ▲✳ ❲❡ ❝♦♥s✐❞❡r ♣r♦♦❢ s②st❡♠s ❢♦r t❤❡ ❧❛♥❣✉❛❣❡ ♦❢ ❇♦♦❧❡❛♥ t❛✉t♦❧♦❣✐❡s ❚❆❯❚ ✭♣r♦♣♦s✐t✐♦♥❛❧ ♣r♦♦❢ s②st❡♠s✮✳

❉❡✜♥✐t✐♦♥ ✭❛❧♠♦st ❡q✉✐✈❛❧❡♥t✮

❆ ♣r♦♣♦s✐t✐♦♥❛❧ ♣r♦♦❢ s②st❡♠ ✐s ❛ ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ✈❡r✐✜❝❛t✐♦♥ ♣r♦❝❡❞✉r❡ ❱ s✉❝❤ t❤❛t ❋ ✐s ❛ t❛✉t♦❧♦❣② ⇐ ⇒ ∃π ❱ (❋, π) = ✏❖❑✑.

✷ ✴ ✶✼

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SLIDE 5

Pr♦♦❢ s②st❡♠s

❉❡✜♥✐t✐♦♥ ✭❈♦♦❦✱ ❘❡❝❦❤♦✇✱ ✼✵s✮

❆ ♣r♦♦❢ s②st❡♠ ❢♦r ❧❛♥❣✉❛❣❡ ▲ ✐s ❛ ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ s✉r❥❡❝t✐✈❡ ♠❛♣♣✐♥❣ Π: {✵, ✶}∗ → ▲✳ ❲❡ ❝♦♥s✐❞❡r ♣r♦♦❢ s②st❡♠s ❢♦r t❤❡ ❧❛♥❣✉❛❣❡ ♦❢ ❇♦♦❧❡❛♥ t❛✉t♦❧♦❣✐❡s ❚❆❯❚ ✭♣r♦♣♦s✐t✐♦♥❛❧ ♣r♦♦❢ s②st❡♠s✮✳

❉❡✜♥✐t✐♦♥ ✭❛❧♠♦st ❡q✉✐✈❛❧❡♥t✮

❆ ♣r♦♣♦s✐t✐♦♥❛❧ ♣r♦♦❢ s②st❡♠ ✐s ❛ ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ✈❡r✐✜❝❛t✐♦♥ ♣r♦❝❡❞✉r❡ ❱ s✉❝❤ t❤❛t ❋ ✐s ❛ t❛✉t♦❧♦❣② ⇐ ⇒ ∃π ❱ (❋, π) = ✏❖❑✑. ❊✈❡r② ❛❧❣♦r✐t❤♠ ❢♦r ❚❆❯❚ ②✐❡❧❞s ❛ ♣r♦♦❢ s②st❡♠✱ ❜✉t ♥♦t ✈✐❝❡ ✈❡rs❛✳

✷ ✴ ✶✼

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SLIDE 6

Pr♦♦❢ s②st❡♠s

❉❡✜♥✐t✐♦♥ ✭❈♦♦❦✱ ❘❡❝❦❤♦✇✱ ✼✵s✮

❆ ♣r♦♦❢ s②st❡♠ ❢♦r ❧❛♥❣✉❛❣❡ ▲ ✐s ❛ ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ s✉r❥❡❝t✐✈❡ ♠❛♣♣✐♥❣ Π: {✵, ✶}∗ → ▲✳ ❲❡ ❝♦♥s✐❞❡r ♣r♦♦❢ s②st❡♠s ❢♦r t❤❡ ❧❛♥❣✉❛❣❡ ♦❢ ❇♦♦❧❡❛♥ t❛✉t♦❧♦❣✐❡s ❚❆❯❚ ✭♣r♦♣♦s✐t✐♦♥❛❧ ♣r♦♦❢ s②st❡♠s✮✳

❉❡✜♥✐t✐♦♥ ✭❛❧♠♦st ❡q✉✐✈❛❧❡♥t✮

❆ ♣r♦♣♦s✐t✐♦♥❛❧ ♣r♦♦❢ s②st❡♠ ✐s ❛ ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ✈❡r✐✜❝❛t✐♦♥ ♣r♦❝❡❞✉r❡ ❱ s✉❝❤ t❤❛t ❋ ✐s ❛ t❛✉t♦❧♦❣② ⇐ ⇒ ∃π ❱ (❋, π) = ✏❖❑✑. ❊✈❡r② ❛❧❣♦r✐t❤♠ ❢♦r ❚❆❯❚ ②✐❡❧❞s ❛ ♣r♦♦❢ s②st❡♠✱ ❜✉t ♥♦t ✈✐❝❡ ✈❡rs❛✳

❋❛❝t

◆P = ❝♦ ✲◆P ✐✛ t❤❡r❡ ✐s ❛ ♣r♦♦❢ s②st❡♠ t❤❛t ❤❛s ❛ ♣♦❧②♥♦♠✐❛❧✲s✐③❡ ♣r♦♦❢ ❢♦r ❡✈❡r② t❛✉t♦❧♦❣②✳

✷ ✴ ✶✼

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SLIDE 7

❊①❛♠♣❧❡✿ ❘❡s♦❧✉t✐♦♥

◮ ❈♦♥s✐❞❡r t❤❡ ♥❡❣❛t✐♦♥ ♦❢ ✐♥♣✉t ❢♦r♠✉❧❛ ❋❀ ✐t ❤❛s ♥♦ s❛t✐s❢②✐♥❣

❛ss✐❣♥♠❡♥ts ✐✛ ❋ ✐s ❛ t❛✉t♦❧♦❣②✳

◮ ❲✳❧✳♦✳❣✳ ✐t ✐s ✐♥ ❈◆❋✱ ❡✳❣✳✱

(❛ ∨ ❜ ∨ ¬❝) ∧ (❛ ∨ ❝) ∧ (❛ ∨ ¬❜) ∧ (¬❛).

◮ ❘❡s♦❧✉t✐♦♥ ✐s t❤❡ ✐♥❢❡r❡♥❝❡ ♦❢ ❧♦❣✐❝❛❧ ❝♦♥s❡q✉❡♥❝❡s✿

(① ∨ α) (¬① ∨ β) α ∨ β.

◮ ❲❡ ✜♥✐s❤ ✇❤❡♥ ✇❡ ✐♥❢❡r t❤❡ ❡♠♣t② ❞✐s❥✉♥❝t✐♦♥ ✭✐✳❡✳✱ ❝♦♥tr❛❞✐❝t✐♦♥✮✳ ◮ ❆♥② s✉❝❤ ✐♥❢❡r❡♥❝❡ ✐s ❛ ✈❛❧✐❞ r❡s♦❧✉t✐♦♥ ♣r♦♦❢ ✭❝❛♥ ❜❡ ✈❡r② ❧♦♥❣✦✮✳

✸ ✴ ✶✼

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SLIDE 8

❊①❛♠♣❧❡✿ ◆✉❧❧st❡❧❧❡♥s❛t③

◮ ❇♦♦❧❡❛♥ ✈❛r✐❛❜❧❡ → ✵✴✶ ✈❛r✐❛❜❧❡✳ ◮ ¬① → (✶ − ①)✳ ◮ ❝❧❛✉s❡ ❛ ∨ ❜ ∨ ❝ ∨ . . . → ♣♦❧②♥♦♠✐❛❧ (✶ − ❛)(✶ − ❜)(✶ − ❝) . . .✳ ◮ ❆❞❞ ♣♦❧②♥♦♠✐❛❧s ①✷ − ① ❢♦r ❡✈❡r② ✈❛r✐❛❜❧❡ ①✳ ◮ ❇♦♦❧❡❛♥ ❢♦r♠✉❧❛ ✐s ✉♥s❛t✐s✜❛❜❧❡ ✐✛

❛❧❧ t❤❡s❡ ♣♦❧②♥♦♠✐❛❧s ♣✐ ❤❛✈❡ ♥♦ ❝♦♠♠♦♥ r♦♦ts✳

◮ ❍✐❧❜❡rt✬s ◆✉❧❧st❡❧❧❡♥s❛t③✿ ❤❡♥❝❡✱ t❤❡r❡ ❛r❡ ♣♦❧②♥♦♠✐❛❧s ❣✐ s✉❝❤ t❤❛t

  • ✐ ♣✐❣✐ = ✶ ✭❝♦♥st❛♥t ♣♦❧②♥♦♠✐❛❧✮✳

◮ ❚❤✐s s❡t {❣✐}✐ ✐s ❛ ♣r♦♦❢✦

✹ ✴ ✶✼

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SLIDE 9

❊①❛♠♣❧❡✿ ❈✉tt✐♥❣ P❧❛♥❡

◮ ❇♦♦❧❡❛♥ ✈❛r✐❛❜❧❡ → ✵✴✶ ✈❛r✐❛❜❧❡✳ ◮ ¬① → (✶ − ①)✳ ◮ ❝❧❛✉s❡ ❛ ∨ ❜ ∨ ❝ ∨ . . . → ✐♥❡q✉❛❧✐t② ❛ + ❜ + ❝ ≥ ✶✳ ◮ ❆❞❞ tr✐✈✐❛❧ ✐♥❡q✉❛❧✐t✐❡s ① ≥ ✵ ❛♥❞ ✶ ≥ ①✳ ◮ ❇♦♦❧❡❛♥ ❢♦r♠✉❧❛ ✐s ✉♥s❛t✐s✜❛❜❧❡ ✐✛

t❤❡ s②st❡♠ ♦❢ ✐♥❡q✉❛❧✐t✐❡s ❤❛s ✐♥t❡❣❡r s♦❧✉t✐♦♥s✳

◮ ■♥❢❡r ❧♦❣✐❝❛❧ ❝♦♥s❡q✉❡♥❝❡s✿

❆ ≥ ✵ ❇ ≥ ✵ ❦❆ + ℓ❇ ≥ ✵ ; ❦❆ ≥ ℓ ❆ ≥ ⌈ℓ/❦⌉ ❢♦r ♣♦s✐t✐✈❡ ✐♥t❡❣❡rs ❦, ℓ✳

◮ ❲❡ ✜♥✐s❤ ✇❤❡♥ ✇❡ ✐♥❢❡r −✶ ≥ ✵ ✭✐✳❡✳✱ ❝♦♥tr❛❞✐❝t✐♦♥✮✳

✺ ✴ ✶✼

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SLIDE 10

P✐❣❡♦♥✲❤♦❧❡ ♣r✐♥❝✐♣❧❡

◮ ❱❛r✐❛❜❧❡ ①✐❥ ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s ✐♥ ❥✲t❤ ❤♦❧❡ ✭✶ ≤ ✐ ≤ ♥ + ✶, ✶ ≤ ❥ ≤ ♥✮✳ ◮ ❥

①✐❥ ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s s✐tt✐♥❣ s♦♠❡✇❤❡r❡✱

◮ ¬①✐❥ ∨ ¬①✐′❥

✖ t✇♦ ♣✐❣❡♦♥s ❝❛♥♥♦t s✐t t♦❣❡t❤❡r✳ ◆♦ ♣♦❧②♥♦♠✐❛❧✲s✐③❡ ❘❡s♦❧✉t✐♦♥ ♣r♦♦❢s ❬❍❛❦❡♥✱ ✽✵s❪✳ P♦❧②♥♦♠✐❛❧✲s✐③❡ ❈✉tt✐♥❣ P❧❛♥❡ ♣r♦♦❢✿ ①✐❥ ①✐ ❥ ✶ ①✐ ❥ ①✐ ❥ ✶ ①✐ ❥ ①✐❥ ✶ ✷ ①✐❥ ①✐ ❥ ①✐ ❥ ✸ ①✐❥ ①✐ ❥ ①✐ ❥ ✶

①✐❥ ✶ ■♥ t♦t❛❧

✐❥

①✐❥ ♠✳ ❇✉t ❣✐✈❡s

❥✐

①✐❥ ♠ ✶✳

✻ ✴ ✶✼

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SLIDE 11

P✐❣❡♦♥✲❤♦❧❡ ♣r✐♥❝✐♣❧❡

◮ ❱❛r✐❛❜❧❡ ①✐❥ ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s ✐♥ ❥✲t❤ ❤♦❧❡ ✭✶ ≤ ✐ ≤ ♥ + ✶, ✶ ≤ ❥ ≤ ♥✮✳ ◮ ❥

①✐❥ ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s s✐tt✐♥❣ s♦♠❡✇❤❡r❡✱

◮ ¬①✐❥ ∨ ¬①✐′❥

✖ t✇♦ ♣✐❣❡♦♥s ❝❛♥♥♦t s✐t t♦❣❡t❤❡r✳

◮ ◆♦ ♣♦❧②♥♦♠✐❛❧✲s✐③❡ ❘❡s♦❧✉t✐♦♥ ♣r♦♦❢s ❬❍❛❦❡♥✱ ✽✵s❪✳

P♦❧②♥♦♠✐❛❧✲s✐③❡ ❈✉tt✐♥❣ P❧❛♥❡ ♣r♦♦❢✿ ①✐❥ ①✐ ❥ ✶ ①✐ ❥ ①✐ ❥ ✶ ①✐ ❥ ①✐❥ ✶ ✷ ①✐❥ ①✐ ❥ ①✐ ❥ ✸ ①✐❥ ①✐ ❥ ①✐ ❥ ✶

①✐❥ ✶ ■♥ t♦t❛❧

✐❥

①✐❥ ♠✳ ❇✉t ❣✐✈❡s

❥✐

①✐❥ ♠ ✶✳

✻ ✴ ✶✼

slide-12
SLIDE 12

P✐❣❡♦♥✲❤♦❧❡ ♣r✐♥❝✐♣❧❡

◮ ❱❛r✐❛❜❧❡ ①✐❥ ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s ✐♥ ❥✲t❤ ❤♦❧❡ ✭✶ ≤ ✐ ≤ ♥ + ✶, ✶ ≤ ❥ ≤ ♥✮✳ ◮ ❥

①✐❥ ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s s✐tt✐♥❣ s♦♠❡✇❤❡r❡✱

◮ ¬①✐❥ ∨ ¬①✐′❥

✖ t✇♦ ♣✐❣❡♦♥s ❝❛♥♥♦t s✐t t♦❣❡t❤❡r✳

◮ ◆♦ ♣♦❧②♥♦♠✐❛❧✲s✐③❡ ❘❡s♦❧✉t✐♦♥ ♣r♦♦❢s ❬❍❛❦❡♥✱ ✽✵s❪✳ ◮ P♦❧②♥♦♠✐❛❧✲s✐③❡ ❈✉tt✐♥❣ P❧❛♥❡ ♣r♦♦❢✿

①✐❥ ①✐ ❥ ✶ ①✐ ❥ ①✐ ❥ ✶ ①✐ ❥ ①✐❥ ✶ ✷ ①✐❥ ①✐ ❥ ①✐ ❥ ✸ ①✐❥ ①✐ ❥ ①✐ ❥ ✶

①✐❥ ✶ ■♥ t♦t❛❧

✐❥

①✐❥ ♠✳ ❇✉t ❣✐✈❡s

❥✐

①✐❥ ♠ ✶✳

✻ ✴ ✶✼

slide-13
SLIDE 13

P✐❣❡♦♥✲❤♦❧❡ ♣r✐♥❝✐♣❧❡

◮ ❱❛r✐❛❜❧❡ ①✐❥ ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s ✐♥ ❥✲t❤ ❤♦❧❡ ✭✶ ≤ ✐ ≤ ♥ + ✶, ✶ ≤ ❥ ≤ ♥✮✳ ◮ ❥

①✐❥ ≥ ✶ (∗) ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s s✐tt✐♥❣ s♦♠❡✇❤❡r❡✱

◮ ①✐❥ + ①✐′❥ ≤ ✶

✖ t✇♦ ♣✐❣❡♦♥s ❝❛♥♥♦t s✐t t♦❣❡t❤❡r✳

◮ ◆♦ ♣♦❧②♥♦♠✐❛❧✲s✐③❡ ❘❡s♦❧✉t✐♦♥ ♣r♦♦❢s ❬❍❛❦❡♥✱ ✽✵s❪✳ ◮ P♦❧②♥♦♠✐❛❧✲s✐③❡ ❈✉tt✐♥❣ P❧❛♥❡ ♣r♦♦❢✿

①✐❥ ①✐ ❥ ✶ ①✐ ❥ ①✐ ❥ ✶ ①✐ ❥ ①✐❥ ✶ ✷ ①✐❥ ①✐ ❥ ①✐ ❥ ✸ ①✐❥ ①✐ ❥ ①✐ ❥ ✶

①✐❥ ✶ ■♥ t♦t❛❧

✐❥

①✐❥ ♠✳ ❇✉t ❣✐✈❡s

❥✐

①✐❥ ♠ ✶✳

✻ ✴ ✶✼

slide-14
SLIDE 14

P✐❣❡♦♥✲❤♦❧❡ ♣r✐♥❝✐♣❧❡

◮ ❱❛r✐❛❜❧❡ ①✐❥ ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s ✐♥ ❥✲t❤ ❤♦❧❡ ✭✶ ≤ ✐ ≤ ♥ + ✶, ✶ ≤ ❥ ≤ ♥✮✳ ◮ ❥

①✐❥ ≥ ✶ (∗) ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s s✐tt✐♥❣ s♦♠❡✇❤❡r❡✱

◮ ①✐❥ + ①✐′❥ ≤ ✶

✖ t✇♦ ♣✐❣❡♦♥s ❝❛♥♥♦t s✐t t♦❣❡t❤❡r✳

◮ ◆♦ ♣♦❧②♥♦♠✐❛❧✲s✐③❡ ❘❡s♦❧✉t✐♦♥ ♣r♦♦❢s ❬❍❛❦❡♥✱ ✽✵s❪✳ ◮ P♦❧②♥♦♠✐❛❧✲s✐③❡ ❈✉tt✐♥❣ P❧❛♥❡ ♣r♦♦❢✿ ◮

①✐❥ + ①✐′❥ ≤ ✶ ①✐′❥ + ①✐′′❥ ≤ ✶ ①✐′′❥ + ①✐❥ ≤ ✶ ✷(①✐❥ + ①✐′❥ + ①✐′′❥) ≤ ✸ ①✐❥ + ①✐′❥ + ①✐′′❥ ≤ ✶ . . .

①✐❥ ≤ ✶ ■♥ t♦t❛❧

✐❥

①✐❥ ♠✳ ❇✉t ❣✐✈❡s

❥✐

①✐❥ ♠ ✶✳

✻ ✴ ✶✼

slide-15
SLIDE 15

P✐❣❡♦♥✲❤♦❧❡ ♣r✐♥❝✐♣❧❡

◮ ❱❛r✐❛❜❧❡ ①✐❥ ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s ✐♥ ❥✲t❤ ❤♦❧❡ ✭✶ ≤ ✐ ≤ ♥ + ✶, ✶ ≤ ❥ ≤ ♥✮✳ ◮ ❥

①✐❥ ≥ ✶ (∗) ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s s✐tt✐♥❣ s♦♠❡✇❤❡r❡✱

◮ ①✐❥ + ①✐′❥ ≤ ✶

✖ t✇♦ ♣✐❣❡♦♥s ❝❛♥♥♦t s✐t t♦❣❡t❤❡r✳

◮ ◆♦ ♣♦❧②♥♦♠✐❛❧✲s✐③❡ ❘❡s♦❧✉t✐♦♥ ♣r♦♦❢s ❬❍❛❦❡♥✱ ✽✵s❪✳ ◮ P♦❧②♥♦♠✐❛❧✲s✐③❡ ❈✉tt✐♥❣ P❧❛♥❡ ♣r♦♦❢✿ ◮

①✐❥ + ①✐′❥ ≤ ✶ ①✐′❥ + ①✐′′❥ ≤ ✶ ①✐′′❥ + ①✐❥ ≤ ✶ ✷(①✐❥ + ①✐′❥ + ①✐′′❥) ≤ ✸ ①✐❥ + ①✐′❥ + ①✐′′❥ ≤ ✶ . . .

①✐❥ ≤ ✶

◮ ■♥ t♦t❛❧ ✐❥

①✐❥ ≤ ♠✳ ❇✉t ❣✐✈❡s

❥✐

①✐❥ ♠ ✶✳

✻ ✴ ✶✼

slide-16
SLIDE 16

P✐❣❡♦♥✲❤♦❧❡ ♣r✐♥❝✐♣❧❡

◮ ❱❛r✐❛❜❧❡ ①✐❥ ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s ✐♥ ❥✲t❤ ❤♦❧❡ ✭✶ ≤ ✐ ≤ ♥ + ✶, ✶ ≤ ❥ ≤ ♥✮✳ ◮ ❥

①✐❥ ≥ ✶ (∗) ✖ ✐✲t❤ ♣✐❣❡♦♥ ✐s s✐tt✐♥❣ s♦♠❡✇❤❡r❡✱

◮ ①✐❥ + ①✐′❥ ≤ ✶

✖ t✇♦ ♣✐❣❡♦♥s ❝❛♥♥♦t s✐t t♦❣❡t❤❡r✳

◮ ◆♦ ♣♦❧②♥♦♠✐❛❧✲s✐③❡ ❘❡s♦❧✉t✐♦♥ ♣r♦♦❢s ❬❍❛❦❡♥✱ ✽✵s❪✳ ◮ P♦❧②♥♦♠✐❛❧✲s✐③❡ ❈✉tt✐♥❣ P❧❛♥❡ ♣r♦♦❢✿ ◮

①✐❥ + ①✐′❥ ≤ ✶ ①✐′❥ + ①✐′′❥ ≤ ✶ ①✐′′❥ + ①✐❥ ≤ ✶ ✷(①✐❥ + ①✐′❥ + ①✐′′❥) ≤ ✸ ①✐❥ + ①✐′❥ + ①✐′′❥ ≤ ✶ . . .

①✐❥ ≤ ✶

◮ ■♥ t♦t❛❧ ✐❥

①✐❥ ≤ ♠✳

◮ ❇✉t (∗) ❣✐✈❡s ❥✐

①✐❥ ≥ ♠ + ✶✳

✻ ✴ ✶✼

slide-17
SLIDE 17

❙✐♠✉❧❛t✐♦♥ ❛♥❞ ❖♣t✐♠❛❧ s②st❡♠

❉❡✜♥✐t✐♦♥

❆ ♣r♦♦❢ s②st❡♠ ❙ s✐♠✉❧❛t❡s ❛ ♣r♦♦❢ s②st❡♠ ❲ ✭✇r✐tt❡♥ ❙≤❲ ✮ ✐✛ ❙✲♣r♦♦❢s ❛r❡ ❛t ♠♦st ❛s ❧♦♥❣ ❛s ❲ ✲♣r♦♦❢s ✭✉♣ t♦ ❛ ♣♦❧②♥♦♠✐❛❧ ♣✮✿ ∀❋ ∈ ❚❆❯❚ |s❤♦rt❡st ❙✲♣r♦♦❢ ♦❢ ❋| ≤ ♣(|s❤♦rt❡st ❲ ✲♣r♦♦❢ ♦❢ ❋|).

✼ ✴ ✶✼

slide-18
SLIDE 18

❙✐♠✉❧❛t✐♦♥ ❛♥❞ ❖♣t✐♠❛❧ s②st❡♠

❉❡✜♥✐t✐♦♥

❆ ♣r♦♦❢ s②st❡♠ ❙ s✐♠✉❧❛t❡s ❛ ♣r♦♦❢ s②st❡♠ ❲ ✭✇r✐tt❡♥ ❙≤❲ ✮ ✐✛ ❙✲♣r♦♦❢s ❛r❡ ❛t ♠♦st ❛s ❧♦♥❣ ❛s ❲ ✲♣r♦♦❢s ✭✉♣ t♦ ❛ ♣♦❧②♥♦♠✐❛❧ ♣✮✿ ∀❋ ∈ ❚❆❯❚ |s❤♦rt❡st ❙✲♣r♦♦❢ ♦❢ ❋| ≤ ♣(|s❤♦rt❡st ❲ ✲♣r♦♦❢ ♦❢ ❋|). ❙ str✐❝t❧② s✐♠✉❧❛t❡s ❲ ✭✇r✐tt❡♥ ❙ < ❲ ✮ ✐❢ ✐♥ ❛❞❞✐t✐♦♥ ❲ ≤ ❙✳ ❋♦r ❡①❛♠♣❧❡✱ ❈✉tt✐♥❣ P❧❛♥❡ str✐❝t❧② s✐♠✉❧❛t❡s ❘❡s♦❧✉t✐♦♥✳

✼ ✴ ✶✼

slide-19
SLIDE 19

❙✐♠✉❧❛t✐♦♥ ❛♥❞ ❖♣t✐♠❛❧ s②st❡♠

❉❡✜♥✐t✐♦♥

❆ ♣r♦♦❢ s②st❡♠ ❙ s✐♠✉❧❛t❡s ❛ ♣r♦♦❢ s②st❡♠ ❲ ✭✇r✐tt❡♥ ❙≤❲ ✮ ✐✛ ❙✲♣r♦♦❢s ❛r❡ ❛t ♠♦st ❛s ❧♦♥❣ ❛s ❲ ✲♣r♦♦❢s ✭✉♣ t♦ ❛ ♣♦❧②♥♦♠✐❛❧ ♣✮✿ ∀❋ ∈ ❚❆❯❚ |s❤♦rt❡st ❙✲♣r♦♦❢ ♦❢ ❋| ≤ ♣(|s❤♦rt❡st ❲ ✲♣r♦♦❢ ♦❢ ❋|). ❙ str✐❝t❧② s✐♠✉❧❛t❡s ❲ ✭✇r✐tt❡♥ ❙ < ❲ ✮ ✐❢ ✐♥ ❛❞❞✐t✐♦♥ ❲ ≤ ❙✳ ❋♦r ❡①❛♠♣❧❡✱ ❈✉tt✐♥❣ P❧❛♥❡ str✐❝t❧② s✐♠✉❧❛t❡s ❘❡s♦❧✉t✐♦♥✳

❉❡✜♥✐t✐♦♥

♣✲s✐♠✉❧❛t✐♦♥ ≤♣ ✐s ❛ ❝♦♥str✉❝t✐✈❡ ✈❡rs✐♦♥✿ ❋♦r ❛♥② s✲s✐③❡ ❲ ✲♣r♦♦❢ ♦♥❡ ❝❛♥ ❝♦♠♣✉t❡ ❛ ♣(s)✲s✐③❡ ❙✲♣r♦♦❢ ✐♥ ♣♦❧②♥♦♠✐❛❧ t✐♠❡✳

✼ ✴ ✶✼

slide-20
SLIDE 20

❙✐♠✉❧❛t✐♦♥ ❛♥❞ ❖♣t✐♠❛❧ s②st❡♠

❉❡✜♥✐t✐♦♥

❆ ♣r♦♦❢ s②st❡♠ ❙ s✐♠✉❧❛t❡s ❛ ♣r♦♦❢ s②st❡♠ ❲ ✭✇r✐tt❡♥ ❙≤❲ ✮ ✐✛ ❙✲♣r♦♦❢s ❛r❡ ❛t ♠♦st ❛s ❧♦♥❣ ❛s ❲ ✲♣r♦♦❢s ✭✉♣ t♦ ❛ ♣♦❧②♥♦♠✐❛❧ ♣✮✿ ∀❋ ∈ ❚❆❯❚ |s❤♦rt❡st ❙✲♣r♦♦❢ ♦❢ ❋| ≤ ♣(|s❤♦rt❡st ❲ ✲♣r♦♦❢ ♦❢ ❋|). ❙ str✐❝t❧② s✐♠✉❧❛t❡s ❲ ✭✇r✐tt❡♥ ❙ < ❲ ✮ ✐❢ ✐♥ ❛❞❞✐t✐♦♥ ❲ ≤ ❙✳ ❋♦r ❡①❛♠♣❧❡✱ ❈✉tt✐♥❣ P❧❛♥❡ str✐❝t❧② s✐♠✉❧❛t❡s ❘❡s♦❧✉t✐♦♥✳

❉❡✜♥✐t✐♦♥

♣✲s✐♠✉❧❛t✐♦♥ ≤♣ ✐s ❛ ❝♦♥str✉❝t✐✈❡ ✈❡rs✐♦♥✿ ❋♦r ❛♥② s✲s✐③❡ ❲ ✲♣r♦♦❢ ♦♥❡ ❝❛♥ ❝♦♠♣✉t❡ ❛ ♣(s)✲s✐③❡ ❙✲♣r♦♦❢ ✐♥ ♣♦❧②♥♦♠✐❛❧ t✐♠❡✳

❉❡✜♥✐t✐♦♥

✭♣✲✮♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ✐s t❤❡ s♠❛❧❧❡st ❡❧❡♠❡♥t ✐♥ t❤✐s ❧❛tt✐❝❡✳

✼ ✴ ✶✼

slide-21
SLIDE 21

❙✐♠✉❧❛t✐♦♥ ❛♥❞ ❖♣t✐♠❛❧ s②st❡♠

❉❡✜♥✐t✐♦♥

❆ ♣r♦♦❢ s②st❡♠ ❙ s✐♠✉❧❛t❡s ❛ ♣r♦♦❢ s②st❡♠ ❲ ✭✇r✐tt❡♥ ❙≤❲ ✮ ✐✛ ❙✲♣r♦♦❢s ❛r❡ ❛t ♠♦st ❛s ❧♦♥❣ ❛s ❲ ✲♣r♦♦❢s ✭✉♣ t♦ ❛ ♣♦❧②♥♦♠✐❛❧ ♣✮✿ ∀❋ ∈ ❚❆❯❚ |s❤♦rt❡st ❙✲♣r♦♦❢ ♦❢ ❋| ≤ ♣(|s❤♦rt❡st ❲ ✲♣r♦♦❢ ♦❢ ❋|). ❙ str✐❝t❧② s✐♠✉❧❛t❡s ❲ ✭✇r✐tt❡♥ ❙ < ❲ ✮ ✐❢ ✐♥ ❛❞❞✐t✐♦♥ ❲ ≤ ❙✳ ❋♦r ❡①❛♠♣❧❡✱ ❈✉tt✐♥❣ P❧❛♥❡ str✐❝t❧② s✐♠✉❧❛t❡s ❘❡s♦❧✉t✐♦♥✳

❉❡✜♥✐t✐♦♥

♣✲s✐♠✉❧❛t✐♦♥ ≤♣ ✐s ❛ ❝♦♥str✉❝t✐✈❡ ✈❡rs✐♦♥✿ ❋♦r ❛♥② s✲s✐③❡ ❲ ✲♣r♦♦❢ ♦♥❡ ❝❛♥ ❝♦♠♣✉t❡ ❛ ♣(s)✲s✐③❡ ❙✲♣r♦♦❢ ✐♥ ♣♦❧②♥♦♠✐❛❧ t✐♠❡✳

❉❡✜♥✐t✐♦♥

✭♣✲✮♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ✐s t❤❡ s♠❛❧❧❡st ❡❧❡♠❡♥t ✐♥ t❤✐s ❧❛tt✐❝❡✳

❉♦❡s ✐t ❡①✐st❄✳✳

✼ ✴ ✶✼

slide-22
SLIDE 22

❆ ❧♦✇❡r ❜♦✉♥❞ ❢♦r ❘❡s♦❧✉t✐♦♥

❈❧✐q✉❡ ✐s ❛ ♠♦♥♦t♦♥❡ ❢✉♥❝t✐♦♥✿ ✐❢ ❛ ❣r❛♣❤ ❞♦❡s ♥♦t ❤❛✈❡ ❛ ❝❧✐q✉❡✱ ✐ts s✉❜❣r❛♣❤s ❞♦♥✬t✳ ❚❤✉s ✐t ✐s ❝♦♠♣✉t❛❜❧❡ ❜② ♠♦♥♦t♦♥❡ ❝✐r❝✉✐ts ✭♥♦ ♥❡❣❛t✐♦♥s✮✳

❚❤❡♦r❡♠ ✭❘❛③❜♦r♦✈✱ ✽✵s❀ P✉❞❧❛❦✱ ✾✵s✮

P♦❧②♥♦♠✐❛❧✲s✐③❡ ♠♦♥♦t♦♥❡ ❇♦♦❧❡❛♥ ✭❛♥❞ ❡✈❡♥ r❡❛❧✮ ❝✐r❝✉✐ts ❝❛♥♥♦t ❝♦♠♣✉t❡ ❈❧✐q✉❡✳ ❚❤❡② ❝❛♥♥♦t ❡✈❡♥ ❞✐st✐♥❣✉✐s❤ ♠✲❝❧✐q✉❡s ❢r♦♠ ❝♦♠♣❧❡t❡ (♠ − ✶)✲♣❛rt✐t❡ ❣r❛♣❤s✱ ✇❤❡r❡ ♠ = ⌊(♥/ ❧♦❣ ♥)✷/✸/✽⌋✱ ♥ ✐s t❤❡ ♥✉♠❜❡r ♦❢ ✈❡rt✐❝❡s✳ ❖✉r str❛t❡❣②✿ s❤♦rt ♣r♦♦❢ → s♠❛❧❧ ♠♦♥♦t♦♥❡ ❇♦♦❧❡❛♥ ❝✐r❝✉✐t✳

✽ ✴ ✶✼

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SLIDE 23

❈❧✐q✉❡✲❝♦❧♦r✐♥❣ ❢♦r♠✉❧❛

❈❧❛✐♠s t❤❛t t❤❡r❡ ✐s ❛♥ ♠✲❝❧✐q✉❡ ✐♥ ❛♥ (♠−✶)✲❝♦❧♦r❛❜❧❡ ❣r❛♣❤ ✇✐t❤ ♥ ✈❡rt✐❝❡s✳ ❱❛r✐❛❜❧❡s✿

◮ q❦✐ ♠❛♣s ♥✉♠❜❡r ❦ t♦ ✈❡rt❡① ✐✱ ◮ ❡✐❥ st❛②s ❢♦r t❤❡ ❡❞❣❡ {✐, ❥}✱ ◮ ❝✐ℓ ❝♦❧♦rs ✈❡rt❡① ✐ ❜② ❝♦❧♦r ℓ✳

❈❧❛✉s❡s✿

◮ ♥ ✐=✶ q❦✐

✖ t❤❡r❡ ✐s ❛ ♠❛♣♣✐♥❣ ♦❢ {✶, . . . , ♠} t♦ t❤❡ ❣r❛♣❤✱

◮ ¬q❦✐ ∨ ¬q❦′✐

✖ ✐t ✐s ✐♥❥❡❝t✐✈❡✱

◮ ¬q❦✐ ∨ ¬q❦′,❥ ∨ ❡✐❥

✖ ✐ts ✐♠❛❣❡ ✐s ✐♥❞❡❡❞ ❛ ❝❧✐q✉❡✱

◮ ♠−✶ ℓ=✶ ❝✐ℓ

✖ ❡❛❝❤ ✈❡rt❡① ✐s ❝♦❧♦r❡❞✱

◮ ¬❡✐❥ ∨ ¬❝✐ℓ ∨ ¬❝❥ℓ.

✖ t❤❡ ❝♦❧♦r✐♥❣ ✐s ❝♦rr❡❝t✳

✾ ✴ ✶✼

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SLIDE 24

▼♦♥♦t♦♥❡ ✐♥t❡r♣♦❧❛t✐♦♥ ❬P✉❞❧✁ ❛❦✱ ✾✵s❪

◮ ❋♦r ❡✈❡r② ✜①❡❞ ❣r❛♣❤ {❡✐❥}✐,❥✱

✇❡ ❤❛✈❡ ♦♥❧② q...✲❝❧❛✉s❡s ✭❝❧✐q✉❡✮ ❛♥❞ ❝...✲❝❧❛✉s❡s ✭❝♦❧♦r✐♥❣✮✳

◮ ❊✐t❤❡r t❤❡r❡ ✐s ♥♦ ❝❧✐q✉❡ ♦r t❤❡r❡ ✐s ♥♦ ❝♦❧♦r✐♥❣✳

❉❡❝✐❞✐♥❣ ❜❡t✇❡❡♥ t❤❡ t✇♦ ❛❧t❡r♥❛t✐✈❡s ❞✐st✐♥❣✉✐s❤❡s ♠✲❝❧✐q✉❡s ❢r♦♠ (♠ − ✶)✲❝♦❧♦r❛❜❧❡ ❣r❛♣❤s✳

◮ ❚❤❡ ♠❛✐♥ t❤✐♥❣ t♦ ♣r♦✈❡✿ ❆ s❤♦rt ♣r♦♦❢ ♦❢ t❤❡ ✐♥✐t✐❛❧ ❢♦r♠✉❧❛ ❣✐✈❡s ❛

s♠❛❧❧ ♠♦♥♦t♦♥❡ ❝✐r❝✉✐t ❢♦r t❤✐s ♣r♦❜❧❡♠✱ ✇❤✐❝❤ ❞♦❡s ♥♦t ❡①✐st ❜② ❘❛③❜♦r♦✈✬s t❤❡♦r❡♠✳

✶✵ ✴ ✶✼

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SLIDE 25

❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠s

❉❡✜♥✐t✐♦♥

❆ ✐s ❛♥ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❢♦r ❧❛♥❣✉❛❣❡ ▲ ✐❢ ❢♦r ❛♥② ♦t❤❡r ❛❧❣♦r✐t❤♠ ❆′ t❤❡r❡ ✐s ❛ ♣♦❧②♥♦♠✐❛❧ ♣ s✉❝❤ t❤❛t ∀① ∈ ▲ t✐♠❡❆(①) ≤ ♣(t✐♠❡❆′(①) + |①|). ▲❡✈✐♥✬s ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❢♦r ❙❆❚✿ r✉♥ ✏✐♥ ♣❛r❛❧❧❡❧✑ ❛❧❧ ♣♦ss✐❜❧❡ ❛❧❣♦r✐t❤♠s ♦✉t♣✉tt✐♥❣ s❛t✐s❢②✐♥❣ ❛ss✐❣♥♠❡♥ts❀ ❝❤❡❝❦ t❤❡ r❡s✉❧ts ❛♥❞ ♦✉t♣✉t ❛s s♦♦♥ ❛s ❛ ❝♦rr❡❝t ♦♥❡ ❢♦✉♥❞✳

❘❡♠❛r❦

▲❡✈✐♥✬s ❛❧❣♦r✐t❤♠ ✐s ♥♦t ❢♦r ❚❆❯❚✳

✶✶ ✴ ✶✼

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SLIDE 26

❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠s ✈s ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠s

❚❤❡♦r❡♠ ✭❑r❛❥✁ ✙✞ ❝❡❦✱ P✉❞❧✁ ❛❦✱ ✽✾✮

∃ ♣✲♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ✐✛ ∃ ❛♥ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❢♦r ❚❆❯❚✳

✶✷ ✴ ✶✼

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SLIDE 27

❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠s ✈s ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠s

❚❤❡♦r❡♠ ✭❑r❛❥✁ ✙✞ ❝❡❦✱ P✉❞❧✁ ❛❦✱ ✽✾✮

∃ ♣✲♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ✐✛ ∃ ❛♥ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❢♦r ❚❆❯❚✳ ⇐ =✿

◮ ❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ✐s ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ♦♥ ❡✈❡r② ♣♦❧②♥♦♠✐❛❧✲t✐♠❡

r❡❝♦❣♥✐③❛❜❧❡ s❡t ♦❢ t❛✉t♦❧♦❣✐❡s✳ ❋♦r ❡✈❡r② ♣r♦♦❢ s②st❡♠ ✱ ♦♥❡ ❝❛♥ ✇r✐t❡ ✐♥ ♣♦❧②♥♦♠✐❛❧ t✐♠❡ t❤❡ t❛✉t♦❧♦❣② ❈♦♥

♥ ♠❡❛♥✐♥❣ t❤❡ s②st❡♠ ✐s ❝♦rr❡❝t ❢♦r ❢♦r♠✉❧❛s ♦❢ s✐③❡ ♥✳

❚❤✉s ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ✐s ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ♦♥ ❈♦♥

♥✳

◆♦✇ ❛♥ ♦♣t✐♠❛❧ ♣r♦♦❢ ♦❢ ❋ ♦❢ s✐③❡ ♥ ✐♥❝❧✉❞❡s

❉❡s❝r✐♣t✐♦♥ ♦❢ ♣r♦♦❢ s②st❡♠ ❀ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❡①❡❝✉t✐♦♥ ♦❢ t❤❡ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ♦♥ ❈♦♥

♥❀

❆ ✲♣r♦♦❢ ♦❢ ❋✳

✶✷ ✴ ✶✼

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SLIDE 28

❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠s ✈s ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠s

❚❤❡♦r❡♠ ✭❑r❛❥✁ ✙✞ ❝❡❦✱ P✉❞❧✁ ❛❦✱ ✽✾✮

∃ ♣✲♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ✐✛ ∃ ❛♥ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❢♦r ❚❆❯❚✳ ⇐ =✿

◮ ❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ✐s ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ♦♥ ❡✈❡r② ♣♦❧②♥♦♠✐❛❧✲t✐♠❡

r❡❝♦❣♥✐③❛❜❧❡ s❡t ♦❢ t❛✉t♦❧♦❣✐❡s✳

◮ ❋♦r ❡✈❡r② ♣r♦♦❢ s②st❡♠ Π✱ ♦♥❡ ❝❛♥ ✇r✐t❡ ✐♥ ♣♦❧②♥♦♠✐❛❧ t✐♠❡ t❤❡

t❛✉t♦❧♦❣② ❈♦♥Π,♥ ♠❡❛♥✐♥❣ t❤❡ s②st❡♠ ✐s ❝♦rr❡❝t ❢♦r ❢♦r♠✉❧❛s ♦❢ s✐③❡ ♥✳ ❚❤✉s ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ✐s ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ♦♥ ❈♦♥

♥✳

◆♦✇ ❛♥ ♦♣t✐♠❛❧ ♣r♦♦❢ ♦❢ ❋ ♦❢ s✐③❡ ♥ ✐♥❝❧✉❞❡s

❉❡s❝r✐♣t✐♦♥ ♦❢ ♣r♦♦❢ s②st❡♠ ❀ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❡①❡❝✉t✐♦♥ ♦❢ t❤❡ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ♦♥ ❈♦♥

♥❀

❆ ✲♣r♦♦❢ ♦❢ ❋✳

✶✷ ✴ ✶✼

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SLIDE 29

❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠s ✈s ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠s

❚❤❡♦r❡♠ ✭❑r❛❥✁ ✙✞ ❝❡❦✱ P✉❞❧✁ ❛❦✱ ✽✾✮

∃ ♣✲♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ✐✛ ∃ ❛♥ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❢♦r ❚❆❯❚✳ ⇐ =✿

◮ ❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ✐s ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ♦♥ ❡✈❡r② ♣♦❧②♥♦♠✐❛❧✲t✐♠❡

r❡❝♦❣♥✐③❛❜❧❡ s❡t ♦❢ t❛✉t♦❧♦❣✐❡s✳

◮ ❋♦r ❡✈❡r② ♣r♦♦❢ s②st❡♠ Π✱ ♦♥❡ ❝❛♥ ✇r✐t❡ ✐♥ ♣♦❧②♥♦♠✐❛❧ t✐♠❡ t❤❡

t❛✉t♦❧♦❣② ❈♦♥Π,♥ ♠❡❛♥✐♥❣ t❤❡ s②st❡♠ ✐s ❝♦rr❡❝t ❢♦r ❢♦r♠✉❧❛s ♦❢ s✐③❡ ♥✳

◮ ❚❤✉s ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ✐s ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ♦♥ ❈♦♥Π,♥✳

◆♦✇ ❛♥ ♦♣t✐♠❛❧ ♣r♦♦❢ ♦❢ ❋ ♦❢ s✐③❡ ♥ ✐♥❝❧✉❞❡s

❉❡s❝r✐♣t✐♦♥ ♦❢ ♣r♦♦❢ s②st❡♠ ❀ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❡①❡❝✉t✐♦♥ ♦❢ t❤❡ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ♦♥ ❈♦♥

♥❀

❆ ✲♣r♦♦❢ ♦❢ ❋✳

✶✷ ✴ ✶✼

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SLIDE 30

❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠s ✈s ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠s

❚❤❡♦r❡♠ ✭❑r❛❥✁ ✙✞ ❝❡❦✱ P✉❞❧✁ ❛❦✱ ✽✾✮

∃ ♣✲♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ✐✛ ∃ ❛♥ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❢♦r ❚❆❯❚✳ ⇐ =✿

◮ ❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ✐s ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ♦♥ ❡✈❡r② ♣♦❧②♥♦♠✐❛❧✲t✐♠❡

r❡❝♦❣♥✐③❛❜❧❡ s❡t ♦❢ t❛✉t♦❧♦❣✐❡s✳

◮ ❋♦r ❡✈❡r② ♣r♦♦❢ s②st❡♠ Π✱ ♦♥❡ ❝❛♥ ✇r✐t❡ ✐♥ ♣♦❧②♥♦♠✐❛❧ t✐♠❡ t❤❡

t❛✉t♦❧♦❣② ❈♦♥Π,♥ ♠❡❛♥✐♥❣ t❤❡ s②st❡♠ ✐s ❝♦rr❡❝t ❢♦r ❢♦r♠✉❧❛s ♦❢ s✐③❡ ♥✳

◮ ❚❤✉s ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ✐s ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ♦♥ ❈♦♥Π,♥✳ ◮ ◆♦✇ ❛♥ ♦♣t✐♠❛❧ ♣r♦♦❢ ♦❢ ❋ ♦❢ s✐③❡ ♥ ✐♥❝❧✉❞❡s

◮ ❉❡s❝r✐♣t✐♦♥ ♦❢ ♣r♦♦❢ s②st❡♠ Π❀ ◮ ❉❡s❝r✐♣t✐♦♥ ♦❢ t❤❡ ❡①❡❝✉t✐♦♥ ♦❢ t❤❡ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ♦♥ ❈♦♥Π,♥❀ ◮ ❆ Π✲♣r♦♦❢ ♦❢ ❋✳ ✶✷ ✴ ✶✼

slide-31
SLIDE 31

❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠s ✈s ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠s

❚❤❡♦r❡♠ ✭❑r❛❥✁ ✙✞ ❝❡❦✱ P✉❞❧✁ ❛❦✱ ✽✾✮

∃ ♣✲♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ✐✛ ∃ ❛♥ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❢♦r ❚❆❯❚✳ = ⇒✿

◮ ▲❡t Π ❜❡ ❛ ♣✲♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠✳

❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ r✉♥s ✐♥ ♣❛r❛❧❧❡❧ ❛❧❧ ❛❧❣♦r✐t❤♠s ❆✐ tr②✐♥❣ t♦ ♣r♦❞✉❝❡ ❛ ✲♣r♦♦❢ ♦❢ ❋✳ ❚❤❡ ✏♣r♦♦❢✑ ✐s ❝❤❡❝❦❡❞ ❜② ✳ ❙❛② ✏②❡s✑ ✐❢ ✐t✬s ✈❛❧✐❞✳ ❙✐♥❝❡ ✐s ♣✲♦♣t✐♠❛❧✱ ❢♦r ❡✈❡r② ❛❧❣♦r✐t❤♠ ❆ t❤❡r❡ ✐s ❛ ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ tr❛♥s❢♦r♠❛t✐♦♥ ❢ ♦❢ ✐ts ❡①❡❝✉t✐♦♥ ✐♥t♦ ❛ ✲♣r♦♦❢✳ ❚❤✉s ❆ t♦❣❡t❤❡r ✇✐t❤ ❢ ❛r❡ ❧✐st❡❞ ✐♥ ❆✐

✐✳

✶✷ ✴ ✶✼

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SLIDE 32

❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠s ✈s ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠s

❚❤❡♦r❡♠ ✭❑r❛❥✁ ✙✞ ❝❡❦✱ P✉❞❧✁ ❛❦✱ ✽✾✮

∃ ♣✲♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ✐✛ ∃ ❛♥ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❢♦r ❚❆❯❚✳ = ⇒✿

◮ ▲❡t Π ❜❡ ❛ ♣✲♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠✳ ◮ ❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ r✉♥s ✐♥ ♣❛r❛❧❧❡❧

❛❧❧ ❛❧❣♦r✐t❤♠s ❆✐ tr②✐♥❣ t♦ ♣r♦❞✉❝❡ ❛ Π✲♣r♦♦❢ ♦❢ ❋✳

◮ ❚❤❡ ✏♣r♦♦❢✑ ✐s ❝❤❡❝❦❡❞ ❜② Π✳ ❙❛② ✏②❡s✑ ✐❢ ✐t✬s ✈❛❧✐❞✳

❙✐♥❝❡ ✐s ♣✲♦♣t✐♠❛❧✱ ❢♦r ❡✈❡r② ❛❧❣♦r✐t❤♠ ❆ t❤❡r❡ ✐s ❛ ♣♦❧②♥♦♠✐❛❧✲t✐♠❡ tr❛♥s❢♦r♠❛t✐♦♥ ❢ ♦❢ ✐ts ❡①❡❝✉t✐♦♥ ✐♥t♦ ❛ ✲♣r♦♦❢✳ ❚❤✉s ❆ t♦❣❡t❤❡r ✇✐t❤ ❢ ❛r❡ ❧✐st❡❞ ✐♥ ❆✐

✐✳

✶✷ ✴ ✶✼

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SLIDE 33

❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠s ✈s ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠s

❚❤❡♦r❡♠ ✭❑r❛❥✁ ✙✞ ❝❡❦✱ P✉❞❧✁ ❛❦✱ ✽✾✮

∃ ♣✲♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ✐✛ ∃ ❛♥ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❢♦r ❚❆❯❚✳ = ⇒✿

◮ ▲❡t Π ❜❡ ❛ ♣✲♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠✳ ◮ ❖♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ r✉♥s ✐♥ ♣❛r❛❧❧❡❧

❛❧❧ ❛❧❣♦r✐t❤♠s ❆✐ tr②✐♥❣ t♦ ♣r♦❞✉❝❡ ❛ Π✲♣r♦♦❢ ♦❢ ❋✳

◮ ❚❤❡ ✏♣r♦♦❢✑ ✐s ❝❤❡❝❦❡❞ ❜② Π✳ ❙❛② ✏②❡s✑ ✐❢ ✐t✬s ✈❛❧✐❞✳ ◮ ❙✐♥❝❡ Π ✐s ♣✲♦♣t✐♠❛❧✱ ❢♦r ❡✈❡r② ❛❧❣♦r✐t❤♠ ❆ t❤❡r❡ ✐s ❛ ♣♦❧②♥♦♠✐❛❧✲t✐♠❡

tr❛♥s❢♦r♠❛t✐♦♥ ❢ ♦❢ ✐ts ❡①❡❝✉t✐♦♥ ✐♥t♦ ❛ Π✲♣r♦♦❢✳ ❚❤✉s ❆ t♦❣❡t❤❡r ✇✐t❤ ❢ ❛r❡ ❧✐st❡❞ ✐♥ {❆✐}✐✳

✶✷ ✴ ✶✼

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SLIDE 34

❍❡✉r✐st✐❝ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❢♦r ❚❆❯❚

◮ ❆❧❧♦✇ r❛♥❞♦♠✐③❡❞ ❛❧❣♦r✐t❤♠s ✭✇✐t❤ ❜♦✉♥❞❡❞ ❡rr♦r✮✳ ◮ ❆❧❧♦✇ s♠❛❧❧ ♥✉♠❜❡r✶ ♦❢ ❢❛❧s❡ t❤❡♦r❡♠s ✭✉♥❜♦✉♥❞❡❞ ❡rr♦r t❤❡r❡✮✳ ◮ ❚❤❡♥ ❛♥ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠ ❞♦❡s ❡①✐st✿

◮ ❘✉♥ ❛❧❧ ♣♦ss✐❜❧❡ ❛❧❣♦r✐t❤♠s ✏✐♥ ♣❛r❛❧❧❡❧✑✳ ◮ ❋✐rst ❝❤❡❝❦ ❡❛❝❤ ❛❧❣♦r✐t❤♠ ❜② ❣❡♥❡r❛t✐♥❣ r❛♥❞♦♠ ♥♦♥✲t❤❡♦r❡♠s ❛♥❞

♠❛❦✐♥❣ s✉r❡ t❤❡ ❛❧❣♦r✐t❤♠ ❞♦❡s ♥♦t ❧✐❡ q✉✐❝❦❧②✳

◮ ❙❛② ✏②❡s✑ ❛s s♦♦♥ ❛s t❤❡ ✜rst ❣♦♦❞ ❛❧❣♦r✐t❤♠ s❛②s s♦✳

◮ ❯♥❢♦rt✉♥❛t❡❧②✱ t❤❡ ❡q✉✐✈❛❧❡♥❝❡ ✇✐t❤ ♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠s ✐s ✉♥❦♥♦✇♥

t♦ ✇♦r❦✳

✶❆❝❝♦r❞✐♥❣ t♦ ❛ s❛♠♣❧❛❜❧❡ ❞✐str✐❜✉t✐♦♥ ♦♥ ♥♦♥✲t❤❡♦r❡♠s✳ ✶✸ ✴ ✶✼

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SLIDE 35

❉✐s❥♦✐♥t ◆P ♣❛✐rs

◮ ❏✉st ❛ ♣❛✐r (❆, ❇) ♦❢ t✇♦ ❞✐s❥♦✐♥t s❡ts ❆, ❇ ∈ ◆P✳ ◮ ❚❤❡ ♣r♦❜❧❡♠ ✐s t♦ s❡♣❛r❛t❡ ❆ ❢r♦♠ ❇✿ ❣✐✈❡♥ ①✱ ❞❡❝✐❞❡ ❜❡t✇❡❡♥ t❤❡ t✇♦

❛❧t❡r♥❛t✐✈❡s ① ∈ ❆ ✈s ① ∈ ❇ ✭✐❢ ✐t ✐s ♦✉ts✐❞❡ ❜♦t❤✱ s❛② ❛♥②t❤✐♥❣✮✳

◮ ❘❡❞✉❝t✐♦♥ (❆, ❇) → (❈, ❉)✿

♣♦❧②♥♦♠✐❛❧✲t✐♠❡ ❢ s✉❝❤ t❤❛t ❢ (❆) ⊆ ❈✱ ❢ (❇) ⊆ ❉✳

◮ ❆r❡ t❤❡r❡ ❝♦♠♣❧❡t❡ ♦♥❡s❄ ❯♥❦♥♦✇♥✳

✶✹ ✴ ✶✼

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SLIDE 36

❲❤❡r❡ t❤❡② ❝♦♠❡ ❢r♦♠

❊①❛♠♣❧❡

❈♦♥s✐❞❡r ❛ ❜✐t✇✐s❡ ❝r②♣t♦s②st❡♠✳ ❆ = {♣♦ss✐❜❧❡ ❝♦❞❡s ♦❢ ✵}✱ ❇ = {♣♦ss✐❜❧❡ ❝♦❞❡s ♦❢ ✶}✳ ❖♥❡ ❤♦♣❡s ✐t✬s ✐♠♣♦ss✐❜❧❡ t♦ s❡♣❛r❛t❡ ✐♥ ♣♦❧②♥♦♠✐❛❧ t✐♠❡✦

❊①❛♠♣❧❡

❈♦♥s✐❞❡r ❛ ♣r♦♦❢ s②st❡♠ Π ❢♦r ❚❆❯❚✳ ❚❆❯❚∗ = {(❋, ✶t) | ❋ ∈ ❚❆❯❚}✱ ❘❊❋Π = {(❋, ✶t) | ❋ ∈ ❚❆❯❚, t❤❡r❡ ✐s ❛ Π✲♣r♦♦❢ ♦❢ ❋ ♦❢ s✐③❡ ≤ t}✳ ❙❡♣❛r❛t✐♦♥ ❣✐✈❡s ❛✉t♦♠❛t✐③❛t✐♦♥✦

✶✺ ✴ ✶✼

slide-37
SLIDE 37

❙✐♠✉❧❛t✐♦♥ ✈s ❘❡❞✉❝t✐♦♥

❚❤❡♦r❡♠

❙✐♠✉❧❛t✐♦♥ ❙ ≤ ❲ ②✐❡❧❞s r❡❞✉❝t✐♦♥ ♦❢ t❤❡ ◆P ♣❛✐r (❚❆❯❚∗, ❘❊❋❲ ) → (❚❆❯❚∗, ❘❊❋❙)✳ ❈♦♥s✐❞❡r ❋ ✶t ❘❊❋❲ ✳ ❖♥❡ ♥❡❡❞s t♦ tr❛♥s❢♦r♠ ❋ ✶t ❝❧❛✐♠✐♥❣ t✲s✐③❡

✶✲♣r♦♦❢ ✐♥t♦ ❋ ✶s

❝❧❛✐♠✐♥❣ s✲s✐③❡

✷✲♣r♦♦❢✳

❲❡ ❦♥♦✇ t❤❛t s ♣♦❧②♥♦♠✐❛❧❧② ❞❡♣❡♥❞s ♦♥ t✳ ❏✉st ♣❧✉❣ ✐♥ t❤✐s ♣♦❧②♥♦♠✐❛❧ ♣✿ ❋ ✶t ❋ ✶♣ t ✳ ❋♦r ❋ ✶t ❚❆❯❚ ✱ t❤❡ ❝❤❛♥❣❡ ✐♥ ✶ ❞♦❡s ♥♦t ♠❛t❡r✳

✶✻ ✴ ✶✼

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SLIDE 38

❙✐♠✉❧❛t✐♦♥ ✈s ❘❡❞✉❝t✐♦♥

❚❤❡♦r❡♠

❙✐♠✉❧❛t✐♦♥ ❙ ≤ ❲ ②✐❡❧❞s r❡❞✉❝t✐♦♥ ♦❢ t❤❡ ◆P ♣❛✐r (❚❆❯❚∗, ❘❊❋❲ ) → (❚❆❯❚∗, ❘❊❋❙)✳ ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ②✐❡❧❞s ❝♦♠♣❧❡t❡ ◆P ♣❛✐r✳ ❈♦♥s✐❞❡r ❋ ✶t ❘❊❋❲ ✳ ❖♥❡ ♥❡❡❞s t♦ tr❛♥s❢♦r♠ ❋ ✶t ❝❧❛✐♠✐♥❣ t✲s✐③❡

✶✲♣r♦♦❢ ✐♥t♦ ❋ ✶s

❝❧❛✐♠✐♥❣ s✲s✐③❡

✷✲♣r♦♦❢✳

❲❡ ❦♥♦✇ t❤❛t s ♣♦❧②♥♦♠✐❛❧❧② ❞❡♣❡♥❞s ♦♥ t✳ ❏✉st ♣❧✉❣ ✐♥ t❤✐s ♣♦❧②♥♦♠✐❛❧ ♣✿ ❋ ✶t ❋ ✶♣ t ✳ ❋♦r ❋ ✶t ❚❆❯❚ ✱ t❤❡ ❝❤❛♥❣❡ ✐♥ ✶ ❞♦❡s ♥♦t ♠❛t❡r✳

✶✻ ✴ ✶✼

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SLIDE 39

❙✐♠✉❧❛t✐♦♥ ✈s ❘❡❞✉❝t✐♦♥

❚❤❡♦r❡♠

❙✐♠✉❧❛t✐♦♥ ❙ ≤ ❲ ②✐❡❧❞s r❡❞✉❝t✐♦♥ ♦❢ t❤❡ ◆P ♣❛✐r (❚❆❯❚∗, ❘❊❋❲ ) → (❚❆❯❚∗, ❘❊❋❙)✳ ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ②✐❡❧❞s ❝♦♠♣❧❡t❡ ◆P ♣❛✐r✳

◮ ❈♦♥s✐❞❡r (❋, ✶t) ∈ ❘❊❋❲ ✳ ◮ ❖♥❡ ♥❡❡❞s t♦ tr❛♥s❢♦r♠ (❋, ✶t) ❝❧❛✐♠✐♥❣ t✲s✐③❡ Π✶✲♣r♦♦❢ ✐♥t♦ (❋, ✶s)

❝❧❛✐♠✐♥❣ s✲s✐③❡ Π✷✲♣r♦♦❢✳ ❲❡ ❦♥♦✇ t❤❛t s ♣♦❧②♥♦♠✐❛❧❧② ❞❡♣❡♥❞s ♦♥ t✳ ❏✉st ♣❧✉❣ ✐♥ t❤✐s ♣♦❧②♥♦♠✐❛❧ ♣✿ ❋ ✶t ❋ ✶♣ t ✳ ❋♦r ❋ ✶t ❚❆❯❚ ✱ t❤❡ ❝❤❛♥❣❡ ✐♥ ✶ ❞♦❡s ♥♦t ♠❛t❡r✳

✶✻ ✴ ✶✼

slide-40
SLIDE 40

❙✐♠✉❧❛t✐♦♥ ✈s ❘❡❞✉❝t✐♦♥

❚❤❡♦r❡♠

❙✐♠✉❧❛t✐♦♥ ❙ ≤ ❲ ②✐❡❧❞s r❡❞✉❝t✐♦♥ ♦❢ t❤❡ ◆P ♣❛✐r (❚❆❯❚∗, ❘❊❋❲ ) → (❚❆❯❚∗, ❘❊❋❙)✳ ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ②✐❡❧❞s ❝♦♠♣❧❡t❡ ◆P ♣❛✐r✳

◮ ❈♦♥s✐❞❡r (❋, ✶t) ∈ ❘❊❋❲ ✳ ◮ ❖♥❡ ♥❡❡❞s t♦ tr❛♥s❢♦r♠ (❋, ✶t) ❝❧❛✐♠✐♥❣ t✲s✐③❡ Π✶✲♣r♦♦❢ ✐♥t♦ (❋, ✶s)

❝❧❛✐♠✐♥❣ s✲s✐③❡ Π✷✲♣r♦♦❢✳

◮ ❲❡ ❦♥♦✇ t❤❛t s ♣♦❧②♥♦♠✐❛❧❧② ❞❡♣❡♥❞s ♦♥ t✳

❏✉st ♣❧✉❣ ✐♥ t❤✐s ♣♦❧②♥♦♠✐❛❧ ♣✿ (❋, ✶t) → (❋, ✶♣(t))✳ ❋♦r ❋ ✶t ❚❆❯❚ ✱ t❤❡ ❝❤❛♥❣❡ ✐♥ ✶ ❞♦❡s ♥♦t ♠❛t❡r✳

✶✻ ✴ ✶✼

slide-41
SLIDE 41

❙✐♠✉❧❛t✐♦♥ ✈s ❘❡❞✉❝t✐♦♥

❚❤❡♦r❡♠

❙✐♠✉❧❛t✐♦♥ ❙ ≤ ❲ ②✐❡❧❞s r❡❞✉❝t✐♦♥ ♦❢ t❤❡ ◆P ♣❛✐r (❚❆❯❚∗, ❘❊❋❲ ) → (❚❆❯❚∗, ❘❊❋❙)✳ ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠ ②✐❡❧❞s ❝♦♠♣❧❡t❡ ◆P ♣❛✐r✳

◮ ❈♦♥s✐❞❡r (❋, ✶t) ∈ ❘❊❋❲ ✳ ◮ ❖♥❡ ♥❡❡❞s t♦ tr❛♥s❢♦r♠ (❋, ✶t) ❝❧❛✐♠✐♥❣ t✲s✐③❡ Π✶✲♣r♦♦❢ ✐♥t♦ (❋, ✶s)

❝❧❛✐♠✐♥❣ s✲s✐③❡ Π✷✲♣r♦♦❢✳

◮ ❲❡ ❦♥♦✇ t❤❛t s ♣♦❧②♥♦♠✐❛❧❧② ❞❡♣❡♥❞s ♦♥ t✳

❏✉st ♣❧✉❣ ✐♥ t❤✐s ♣♦❧②♥♦♠✐❛❧ ♣✿ (❋, ✶t) → (❋, ✶♣(t))✳

◮ ❋♦r (❋, ✶t) ∈ ❚❆❯❚∗✱ t❤❡ ❝❤❛♥❣❡ ✐♥ ✶... ❞♦❡s ♥♦t ♠❛t❡r✳

✶✻ ✴ ✶✼

slide-42
SLIDE 42

❖♣❡♥ q✉❡st✐♦♥s

✶✳ ▲♦✇❡r ❜♦✉♥❞s ❢♦r ♣r♦♦❢ s②st❡♠s✳

◮ ❋r❡❣❡✲st②❧❡ s②st❡♠s ✭✇♦r❦ ✇✐t❤ ❢♦r♠✉❧❛s✮✱ ●❡♥t③❡♥ s②st❡♠✳ ◮ ❙❡♠✐❛❧❣❡❜r❛✐❝ s②st❡♠s ✭q✉❛❞r❛t✐❝ ✐♥❡q✉❛❧✐t✐❡s❀ ❞✐s❥✉♥❝t✐♦♥s ♦❢ ❧✐♥❡❛r

✐♥❡q✉❛❧✐t✐❡s✮✳

✷✳ ❯♣♣❡r ❜♦✉♥❞s ❢♦r ♣r♦♦❢ s②st❡♠s✳

◮ ❲❡ ❝❛♥ s♦❧✈❡ ✸ − ❙❆❚ ✐♥ t✐♠❡ ❖(✶.✸♥)❀

✇❤❛t✬s ❛❜♦✉t ♣r♦♦❢ s✐③❡ ✖ ✐t ❝♦✉❧❞ ❜❡ ❜❡tt❡r❄

✸✳ ❖♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠✳

◮ ❙❤♦✇ ❛ ❝♦❧❧❛♣s❡ ✐❢ t❤❡r❡ ✐s ♦♥❡✳ ◮ ❈♦♥str✉❝t ❛ ❤❡✉r✐st✐❝ ♦♣t✐♠❛❧ ♣r♦♦❢ s②st❡♠✳ ◮ ❱✐❝❡ ✈❡rs❛✱ s❤♦✇ t❤❛t ❡q✉✐✈❛❧❡♥❝❡ t♦ ❤❡✉r✐st✐❝ ♦♣t✐♠❛❧ ❛❧❣♦r✐t❤♠s ✇✐❧❧

♥♦t ✇♦r❦✳

✶✼ ✴ ✶✼