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SLIDE 1

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❖♥ t❤❡ ✐♥❢♦r♠❛t✐♦♥ ❝❛rr✐❡❞ ❜② ♣r♦❣r❛♠s ❛❜♦✉t t❤❡ ♦❜❥❡❝ts t❤❡② ❝♦♠♣✉t❡

▼❛t❤✐❡✉ ❍♦②r✉♣ ❛♥❞ ❈r✐stó❜❛❧ ❘♦❥❛s

▲❖❘■❆ ✲ ■♥r✐❛✱ ◆❛♥❝② ✭❋r❛♥❝❡✮

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SLIDE 2

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❚❤❡ ♣r♦❜❧❡♠

❚✇♦ ✇❛②s ♦❢ ♣r♦✈✐❞✐♥❣ ❛ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥ f : N → N t♦ ❛ ♠❛❝❤✐♥❡✿

  • ❱✐❛ t❤❡ ❣r❛♣❤ ♦❢ f ✭✐♥✜♥✐t❡ ♦❜❥❡❝t✮✱
  • ❱✐❛ ❛ ♣r♦❣r❛♠ ❝♦♠♣✉t✐♥❣ f ✭✜♥✐t❡ ♦❜❥❡❝t✮✳

▼❛✐♥ q✉❡st✐♦♥s ❉♦❡s ✐t ♠❛❦❡ ❛ ❞✐✛❡r❡♥❝❡❄ ❈❛♥ t❤❡ t✇♦ ♠❛❝❤✐♥❡s ♣❡r❢♦r♠ t❤❡ s❛♠❡ t❛s❦s❄ ❉♦❡s t❤❡ ❝♦❞❡ ♦❢ ❛ ♣r♦❣r❛♠ ❣✐✈❡ ♠♦r❡ ✐♥❢♦r♠❛t✐♦♥ ❛❜♦✉t ✇❤❛t ✐t ❝♦♠♣✉t❡s❄

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SLIDE 3

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❚❤❡ ♣r♦❜❧❡♠

❚✇♦ ✇❛②s ♦❢ ♣r♦✈✐❞✐♥❣ ❛ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥ f : N → N t♦ ❛ ♠❛❝❤✐♥❡✿

  • ❱✐❛ t❤❡ ❣r❛♣❤ ♦❢ f ✭✐♥✜♥✐t❡ ♦❜❥❡❝t✮✱
  • ❱✐❛ ❛ ♣r♦❣r❛♠ ❝♦♠♣✉t✐♥❣ f ✭✜♥✐t❡ ♦❜❥❡❝t✮✳

▼❛✐♥ q✉❡st✐♦♥s

  • ❉♦❡s ✐t ♠❛❦❡ ❛ ❞✐✛❡r❡♥❝❡❄
  • ❈❛♥ t❤❡ t✇♦ ♠❛❝❤✐♥❡s ♣❡r❢♦r♠ t❤❡ s❛♠❡ t❛s❦s❄
  • ❉♦❡s t❤❡ ❝♦❞❡ ♦❢ ❛ ♣r♦❣r❛♠ ❣✐✈❡ ♠♦r❡ ✐♥❢♦r♠❛t✐♦♥ ❛❜♦✉t ✇❤❛t ✐t

❝♦♠♣✉t❡s❄

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SLIDE 4

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❚❤❡ ♣r♦❜❧❡♠

❚❤❡ ❛♥s✇❡r ❞❡♣❡♥❞s ♦♥✿

  • ❲❤❡t❤❡r t❤❡ ❢✉♥❝t✐♦♥s f ❛r❡ ♣❛rt✐❛❧ ♦r t♦t❛❧✱
  • ❚❤❡ t❛s❦ t♦ ❜❡ ♣❡r❢♦r♠❡❞ ❜② t❤❡ ♠❛❝❤✐♥❡ ✭❡✳❣✳ ❞❡❝✐❞❡ ♦r

s❡♠✐✲❞❡❝✐❞❡ s♦♠❡t❤✐♥❣✮✳ ❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s ❚♦t❛❧ ❢✉♥❝t✐♦♥s

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SLIDE 5

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

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SLIDE 6

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

P❛rt✐❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s ? ❚♦t❛❧ ❢✉♥❝t✐♦♥s

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SLIDE 7

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

P❛rt✐❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s ? ❚♦t❛❧ ❢✉♥❝t✐♦♥s

  • ✐✈❡♥ ✭❛♥② ❡♥✉♠❡r❛t✐♦♥ ♦❢✮ t❤❡ ❣r❛♣❤ ♦❢ f✱ ♦♥❡ ❝❛♥♥♦t ❞❡❝✐❞❡ ✇❤❡t❤❡r

f(0) ✐s ❞❡✜♥❡❞✳ ❚❤❡♦r❡♠ ✭❚✉r✐♥❣✱ ✶✾✸✻✮

  • ✐✈❡♥ ❛ ♣r♦❣r❛♠ ❢♦r

✱ ❛ ♠❛❝❤✐♥❡ ❝❛♥♥♦t ❞♦ ❜❡tt❡r✳

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SLIDE 8

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

P❛rt✐❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s ? ❚♦t❛❧ ❢✉♥❝t✐♦♥s

  • ✐✈❡♥ ✭❛♥② ❡♥✉♠❡r❛t✐♦♥ ♦❢✮ t❤❡ ❣r❛♣❤ ♦❢ f✱ ♦♥❡ ❝❛♥♥♦t ❞❡❝✐❞❡ ✇❤❡t❤❡r

f(0) ✐s ❞❡✜♥❡❞✳ ❚❤❡♦r❡♠ ✭❚✉r✐♥❣✱ ✶✾✸✻✮

  • ✐✈❡♥ ❛ ♣r♦❣r❛♠ ❢♦r f✱ ❛ ♠❛❝❤✐♥❡ ❝❛♥♥♦t ❞♦ ❜❡tt❡r✳
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SLIDE 9

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

P❛rt✐❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s ? ❚♦t❛❧ ❢✉♥❝t✐♦♥s ▼♦r❡ ❣❡♥❡r❛❧❧②✱ ✇❤❛t ❝❛♥ ❜❡ ❞❡❝✐❞❡❞ ❛❜♦✉t f❄ ❆♥s✇❡rs

  • ✐✈❡♥ t❤❡ ❣r❛♣❤ ♦❢

✱ ♦♥❧② tr✐✈✐❛❧ ♣r♦♣❡rt✐❡s✿ t❤❡ ❞❡❝✐s✐♦♥ ❛❜♦✉t ❛♣♣❧✐❡s t♦ ❡✈❡r② ✳ ❚❤❡♦r❡♠ ✭❘✐❝❡✱ ✶✾✺✸✮

  • ✐✈❡♥ ❛ ♣r♦❣r❛♠ ❢♦r

✱ ❛ ♠❛❝❤✐♥❡ ❝❛♥♥♦t ❞♦ ❜❡tt❡r✳

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SLIDE 10

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

P❛rt✐❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s ? ❚♦t❛❧ ❢✉♥❝t✐♦♥s ▼♦r❡ ❣❡♥❡r❛❧❧②✱ ✇❤❛t ❝❛♥ ❜❡ ❞❡❝✐❞❡❞ ❛❜♦✉t f❄ ❆♥s✇❡rs

  • ✐✈❡♥ t❤❡ ❣r❛♣❤ ♦❢ f✱ ♦♥❧② tr✐✈✐❛❧ ♣r♦♣❡rt✐❡s✿ t❤❡ ❞❡❝✐s✐♦♥ ❛❜♦✉t λx.⊥

❛♣♣❧✐❡s t♦ ❡✈❡r② f✳ ❚❤❡♦r❡♠ ✭❘✐❝❡✱ ✶✾✺✸✮

  • ✐✈❡♥ ❛ ♣r♦❣r❛♠ ❢♦r

✱ ❛ ♠❛❝❤✐♥❡ ❝❛♥♥♦t ❞♦ ❜❡tt❡r✳

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SLIDE 11

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

P❛rt✐❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s program ≡ graph ❚♦t❛❧ ❢✉♥❝t✐♦♥s ▼♦r❡ ❣❡♥❡r❛❧❧②✱ ✇❤❛t ❝❛♥ ❜❡ ❞❡❝✐❞❡❞ ❛❜♦✉t f❄ ❆♥s✇❡rs

  • ✐✈❡♥ t❤❡ ❣r❛♣❤ ♦❢ f✱ ♦♥❧② tr✐✈✐❛❧ ♣r♦♣❡rt✐❡s✿ t❤❡ ❞❡❝✐s✐♦♥ ❛❜♦✉t λx.⊥

❛♣♣❧✐❡s t♦ ❡✈❡r② f✳ ❚❤❡♦r❡♠ ✭❘✐❝❡✱ ✶✾✺✸✮

  • ✐✈❡♥ ❛ ♣r♦❣r❛♠ ❢♦r f✱ ❛ ♠❛❝❤✐♥❡ ❝❛♥♥♦t ❞♦ ❜❡tt❡r✳
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SLIDE 12

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

P❛rt✐❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s program ≡ graph ? ❚♦t❛❧ ❢✉♥❝t✐♦♥s ❲❤❛t ❝❛♥ ❜❡ s❡♠✐✲❞❡❝✐❞❡❞ ❛❜♦✉t f❄ ❆♥s✇❡rs

  • ✐✈❡♥ t❤❡ ❣r❛♣❤ ♦❢

✱ ❡①❛❝t❧② t❤❡ ♣r♦♣❡rt✐❡s ♦❢ t❤❡ ❢♦r♠✿ ❚❤❡♦r❡♠ ✭❙❤❛♣✐r♦✱ ✶✾✺✻✮

  • ✐✈❡♥ ❛ ♣r♦❣r❛♠ ❢♦r

✱ ❛ ♠❛❝❤✐♥❡ ❝❛♥♥♦t ❞♦ ❜❡tt❡r✳

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SLIDE 13

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

P❛rt✐❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s program ≡ graph ? ❚♦t❛❧ ❢✉♥❝t✐♦♥s ❲❤❛t ❝❛♥ ❜❡ s❡♠✐✲❞❡❝✐❞❡❞ ❛❜♦✉t f❄ ❆♥s✇❡rs

  • ✐✈❡♥ t❤❡ ❣r❛♣❤ ♦❢ f✱ ❡①❛❝t❧② t❤❡ ♣r♦♣❡rt✐❡s ♦❢ t❤❡ ❢♦r♠✿

(f(a1) = u1 ∧ . . . ∧ f(ai) = ui) ∨ (f(b1) = v1 ∧ . . . ∧ f(bj) = vj) ∨ (f(c1) = w1 ∧ . . . ∧ f(ck) = wk) ∨ . . . ❚❤❡♦r❡♠ ✭❙❤❛♣✐r♦✱ ✶✾✺✻✮

  • ✐✈❡♥ ❛ ♣r♦❣r❛♠ ❢♦r

✱ ❛ ♠❛❝❤✐♥❡ ❝❛♥♥♦t ❞♦ ❜❡tt❡r✳

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SLIDE 14

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

P❛rt✐❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s program ≡ graph program ≡ graph ❚♦t❛❧ ❢✉♥❝t✐♦♥s ❲❤❛t ❝❛♥ ❜❡ s❡♠✐✲❞❡❝✐❞❡❞ ❛❜♦✉t f❄ ❆♥s✇❡rs

  • ✐✈❡♥ t❤❡ ❣r❛♣❤ ♦❢ f✱ ❡①❛❝t❧② t❤❡ ♣r♦♣❡rt✐❡s ♦❢ t❤❡ ❢♦r♠✿

(f(a1) = u1 ∧ . . . ∧ f(ai) = ui) ∨ (f(b1) = v1 ∧ . . . ∧ f(bj) = vj) ∨ (f(c1) = w1 ∧ . . . ∧ f(ck) = wk) ∨ . . . ❚❤❡♦r❡♠ ✭❙❤❛♣✐r♦✱ ✶✾✺✻✮

  • ✐✈❡♥ ❛ ♣r♦❣r❛♠ ❢♦r f✱ ❛ ♠❛❝❤✐♥❡ ❝❛♥♥♦t ❞♦ ❜❡tt❡r✳
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SLIDE 15

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❚♦t❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s program ≡ graph program ≡ graph ❚♦t❛❧ ❢✉♥❝t✐♦♥s ? ❲❤❛t ❝❛♥ ❜❡ ❞❡❝✐❞❡❞✴s❡♠✐✲❞❡❝✐❞❡❞ ❛❜♦✉t f❄

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SLIDE 16

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❚♦t❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s program ≡ graph program ≡ graph ❚♦t❛❧ ❢✉♥❝t✐♦♥s program ≡ graph ? ❲❤❛t ❝❛♥ ❜❡ ❞❡❝✐❞❡❞✴s❡♠✐✲❞❡❝✐❞❡❞ ❛❜♦✉t f❄ ❚❤❡♦r❡♠ ✭❑r❡✐s❡❧✲▲❛❝♦♠❜❡✲❙❝❤÷♥✜❡❧❞✴❈❡✐t✐♥✱ ✶✾✺✼✴✶✾✻✷✮ ❋♦r ♣r♦♣❡rt✐❡s ♦❢ t♦t❛❧ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✱ ❞❡❝✐❞❛❜❧❡ ❢r♦♠ ❛ ♣r♦❣r❛♠ ⇐ ⇒ ❞❡❝✐❞❛❜❧❡ ❢r♦♠ t❤❡ ❣r❛♣❤✳ ■t ❞♦❡s ♠❛❦❡ ❛ ❞✐✛❡r❡♥❝❡✦ ❚❤❡♦r❡♠ ✭❋r✐❡❞❜❡r❣✱ ✶✾✺✽✮ ❋♦r ♣r♦♣❡rt✐❡s ♦❢ t♦t❛❧ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✱ s❡♠✐✲❞❡❝✐❞❛❜❧❡ ❢r♦♠ ❛ ♣r♦❣r❛♠ s❡♠✐✲❞❡❝✐❞❛❜❧❡ ❢r♦♠ t❤❡ ❣r❛♣❤✳

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SLIDE 17

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❚♦t❛❧ ❢✉♥❝t✐♦♥s

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s program ≡ graph program ≡ graph ❚♦t❛❧ ❢✉♥❝t✐♦♥s program ≡ graph program > graph ❲❤❛t ❝❛♥ ❜❡ ❞❡❝✐❞❡❞✴s❡♠✐✲❞❡❝✐❞❡❞ ❛❜♦✉t f❄ ❚❤❡♦r❡♠ ✭❑r❡✐s❡❧✲▲❛❝♦♠❜❡✲❙❝❤÷♥✜❡❧❞✴❈❡✐t✐♥✱ ✶✾✺✼✴✶✾✻✷✮ ❋♦r ♣r♦♣❡rt✐❡s ♦❢ t♦t❛❧ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✱ ❞❡❝✐❞❛❜❧❡ ❢r♦♠ ❛ ♣r♦❣r❛♠ ⇐ ⇒ ❞❡❝✐❞❛❜❧❡ ❢r♦♠ t❤❡ ❣r❛♣❤✳ ■t ❞♦❡s ♠❛❦❡ ❛ ❞✐✛❡r❡♥❝❡✦ ❚❤❡♦r❡♠ ✭❋r✐❡❞❜❡r❣✱ ✶✾✺✽✮ ❋♦r ♣r♦♣❡rt✐❡s ♦❢ t♦t❛❧ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✱ s❡♠✐✲❞❡❝✐❞❛❜❧❡ ❢r♦♠ ❛ ♣r♦❣r❛♠

  • =

⇒ s❡♠✐✲❞❡❝✐❞❛❜❧❡ ❢r♦♠ t❤❡ ❣r❛♣❤✳

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SLIDE 18

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

❋✐❣✉r❡ ✿ ❚❛❦❡♥ ❢r♦♠ ❘♦❣❡rs

  • ■♥✈❡♥t❡❞ ✐♥ ✶✾✺✽✱ ❡❛s✐❡r t♦ ❡①♣r❡ss ✉s✐♥❣ ❑♦❧♠♦❣♦r♦✈ ❝♦♠♣❧❡①✐t②

✭✶✾✻✵✬s✮✳

  • ❙❛② n ∈ N ✐s ❝♦♠♣r❡ss✐❜❧❡ ✐❢ K(n) < log(n)✳
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SLIDE 19

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t ❄ ■❢ ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳ ■❢ ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ t❤❡♥ ❡✈❛❧✉❛t❡ ♦♥ ✐♥♣✉ts ✳

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SLIDE 20

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ f ∈ P n 1 2 3 4 5 6 . . . f(n) ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t ❄ ■❢ ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳ ■❢ ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ t❤❡♥ ❡✈❛❧✉❛t❡ ♦♥ ✐♥♣✉ts ✳

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SLIDE 21

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ f ∈ P n 1 2 3 4 5 6 . . . f(n) ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t ❄ ■❢ ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳ ■❢ ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ t❤❡♥ ❡✈❛❧✉❛t❡ ♦♥ ✐♥♣✉ts ✳

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SLIDE 22

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ f ∈ P n 1 2 3 4 5 6 . . . f(n) ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t ❄ ■❢ ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳ ■❢ ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ t❤❡♥ ❡✈❛❧✉❛t❡ ♦♥ ✐♥♣✉ts ✳

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SLIDE 23

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ f ∈ P n 1 2 3 4 5 6 . . . f(n) ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t ❄ ■❢ ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳ ■❢ ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ t❤❡♥ ❡✈❛❧✉❛t❡ ♦♥ ✐♥♣✉ts ✳

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SLIDE 24

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ f ∈ P n 1 2 3 4 5 6 . . . f(n) ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t ❄ ■❢ ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳ ■❢ ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ t❤❡♥ ❡✈❛❧✉❛t❡ ♦♥ ✐♥♣✉ts ✳

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SLIDE 25

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ f ∈ P n 1 2 3 4 5 6 . . . f(n) ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t ❄ ■❢ ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳ ■❢ ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ t❤❡♥ ❡✈❛❧✉❛t❡ ♦♥ ✐♥♣✉ts ✳

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SLIDE 26

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ f ∈ P n 1 2 3 4 5 6 . . . f(n) ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t ❄ ■❢ ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳ ■❢ ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ t❤❡♥ ❡✈❛❧✉❛t❡ ♦♥ ✐♥♣✉ts ✳

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SLIDE 27

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ f ∈ P n 1 2 3 4 5 6 . . . f(n) ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t ❄ ■❢ ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳ ■❢ ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ t❤❡♥ ❡✈❛❧✉❛t❡ ♦♥ ✐♥♣✉ts ✳

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SLIDE 28

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ f ∈ P n 1 2 3 4 5 6 . . . f(n) ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t f❄ ■❢ ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳ ■❢ ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ t❤❡♥ ❡✈❛❧✉❛t❡ ♦♥ ✐♥♣✉ts ✳

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SLIDE 29

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ f ∈ P n 1 2 3 4 5 6 . . . f(n) ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t f❄

  • ■❢ f ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳

■❢ ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ t❤❡♥ ❡✈❛❧✉❛t❡ ♦♥ ✐♥♣✉ts ✳

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SLIDE 30

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt②

  • ✐✈❡♥ ❛ t♦t❛❧ ❢✉♥❝t✐♦♥ f = λx.0✱ ❧❡t

nf = min{n : f(n) = 0}. ❋r✐❡❞❜❡r❣✬s ♣r♦♣❡rt② ✐s P = {λx.0} ∪ {f : nf ✐s ❝♦♠♣r❡ss✐❜❧❡}. ❙❡♠✐✲❞❡❝✐❞✐♥❣ f ∈ P n 1 2 3 4 5 6 . . . f(n) ❲❤❡♥ ✐s ✐t t✐♠❡ t♦ ❛❝❝❡♣t f❄

  • ■❢ f ✐s ❣✐✈❡♥ ❜② ✐ts ❣r❛♣❤✱ ✇❡ ❝❛♥ ♥❡✈❡r ❦♥♦✇✳
  • ■❢ f ✐s ❣✐✈❡♥ ❜② ❛ ♣r♦❣r❛♠ p t❤❡♥ ❡✈❛❧✉❛t❡ f ♦♥ ✐♥♣✉ts 0, . . . , 2|p|✳
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SLIDE 31

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❙✉♠ ✉♣

❚✇♦ ❝♦♠♣✉t❛t✐♦♥ ♠♦❞❡❧s✿

  • ▼❛r❦♦✈✲❝♦♠♣✉t❛❜✐❧✐t②✿ ❣✐✈❡♥ ❛ ♣r♦❣r❛♠✱
  • ❚②♣❡✲✷✲❝♦♠♣✉t❛❜✐❧✐t②✿ ❣✐✈❡♥ t❤❡ ❣r❛♣❤✳

❉❡❝✐❞❛❜✐❧✐t② ❙❡♠✐✲❞❡❝✐❞❛❜✐❧✐t② P❛rt✐❛❧ ❢✉♥❝t✐♦♥s ▼❛r❦♦✈ ≡ ❚②♣❡✲✷

❘✐❝❡

▼❛r❦♦✈ ≡ ❚②♣❡✲✷

❘✐❝❡✲❙❤❛♣✐r♦

❚♦t❛❧ ❢✉♥❝t✐♦♥s ▼❛r❦♦✈ ≡ ❚②♣❡✲✷

❑r❡✐s❡❧✲▲❛❝♦♠❜❡✲ ❙❝❤÷♥✜❡❧❞✴❈❡✐t✐♥

▼❛r❦♦✈ > ❚②♣❡✲✷

❋r✐❡❞❜❡r❣

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SLIDE 32

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

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SLIDE 33

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

▲❡t f ❜❡ ❛ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥✳ ❆❧❧ t❤❡ ♣r♦❣r❛♠s ❝♦♠♣✉t✐♥❣ f s❤❛r❡ s♦♠❡ ❝♦♠♠♦♥ ✐♥❢♦r♠❛t✐♦♥ ❛❜♦✉t f✿

  • ❚❤❡ ✐♥❢♦r♠❛t✐♦♥ ♥❡❡❞❡❞ t♦ r❡❝♦✈❡r t❤❡ ❣r❛♣❤ ♦❢ f✱
  • P❧✉s s♦♠❡ ❡①tr❛ ✐♥❢♦r♠❛t✐♦♥ ❛❜♦✉t f✳

◗✉❡st✐♦♥ ❲❤❛t ✐s t❤❡ ❡①tr❛ ✐♥❢♦r♠❛t✐♦♥❄ ❆♥s✇❡r ❚❤❡② ❜♦✉♥❞ t❤❡ ❑♦❧♠♦❣♦r♦✈ ❝♦♠♣❧❡①✐t② ♦❢ ✦

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SLIDE 34

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

▲❡t f ❜❡ ❛ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥✳ ❆❧❧ t❤❡ ♣r♦❣r❛♠s ❝♦♠♣✉t✐♥❣ f s❤❛r❡ s♦♠❡ ❝♦♠♠♦♥ ✐♥❢♦r♠❛t✐♦♥ ❛❜♦✉t f✿

  • ❚❤❡ ✐♥❢♦r♠❛t✐♦♥ ♥❡❡❞❡❞ t♦ r❡❝♦✈❡r t❤❡ ❣r❛♣❤ ♦❢ f✱
  • P❧✉s s♦♠❡ ❡①tr❛ ✐♥❢♦r♠❛t✐♦♥ ❛❜♦✉t f✳

◗✉❡st✐♦♥ ❲❤❛t ✐s t❤❡ ❡①tr❛ ✐♥❢♦r♠❛t✐♦♥❄ ❆♥s✇❡r ❚❤❡② ❜♦✉♥❞ t❤❡ ❑♦❧♠♦❣♦r♦✈ ❝♦♠♣❧❡①✐t② ♦❢ f✦

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SLIDE 35

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋✐rst ♠❛✐♥ r❡s✉❧t

▲❡t K(f) = min{|p| : p ❝♦♠♣✉t❡s f}. ❚❤❡♦r❡♠ ▲❡t P ❜❡ ❛ ♣r♦♣❡rt② ♦❢ t♦t❛❧ ❢✉♥❝t✐♦♥s✳ ❚❤❡ ❢♦❧❧♦✇✐♥❣ ❛r❡ ❡q✉✐✈❛❧❡♥t✿

  • f ∈ P ✐s ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡✱
  • f ∈ P ✐s ❚②♣❡✲✷✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ❣✐✈❡♥ ❛♥② ✉♣♣❡r ❜♦✉♥❞ ♦♥ K(f)✳

■♥ ♦t❤❡r ✇♦r❞s✱ t❤❡ ♦♥❧② ✉s❡❢✉❧ ✐♥❢♦r♠❛t✐♦♥ ♣r♦✈✐❞❡❞ ❜② ❛ ♣r♦❣r❛♠ ❢♦r ✐s✿ t❤❡ ❣r❛♣❤ ♦❢ ✭❜② r✉♥♥✐♥❣ ✮✱ ❛♥ ✉♣♣❡r ❜♦✉♥❞ ♦♥ ✭♥❛♠❡❧②✱ ✮✳

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SLIDE 36

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋✐rst ♠❛✐♥ r❡s✉❧t

▲❡t K(f) = min{|p| : p ❝♦♠♣✉t❡s f}. ❚❤❡♦r❡♠ ▲❡t P ❜❡ ❛ ♣r♦♣❡rt② ♦❢ t♦t❛❧ ❢✉♥❝t✐♦♥s✳ ❚❤❡ ❢♦❧❧♦✇✐♥❣ ❛r❡ ❡q✉✐✈❛❧❡♥t✿

  • f ∈ P ✐s ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡✱
  • f ∈ P ✐s ❚②♣❡✲✷✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ❣✐✈❡♥ ❛♥② ✉♣♣❡r ❜♦✉♥❞ ♦♥ K(f)✳

■♥ ♦t❤❡r ✇♦r❞s✱ t❤❡ ♦♥❧② ✉s❡❢✉❧ ✐♥❢♦r♠❛t✐♦♥ ♣r♦✈✐❞❡❞ ❜② ❛ ♣r♦❣r❛♠ p ❢♦r f ✐s✿

  • t❤❡ ❣r❛♣❤ ♦❢ f ✭❜② r✉♥♥✐♥❣ p✮✱
  • ❛♥ ✉♣♣❡r ❜♦✉♥❞ ♦♥ K(f) ✭♥❛♠❡❧②✱ |p|✮✳
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SLIDE 37

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

▼♦r❡ ❣❡♥❡r❛❧ r❡s✉❧ts

❚❤❡ r❡s✉❧t ✐s ♠✉❝❤ ♠♦r❡ ❣❡♥❡r❛❧ ❛♥❞ ❤♦❧❞s ❢♦r✿

  • ♠❛♥② ❝❧❛ss❡s ♦❢ ♦❜❥❡❝ts ♦t❤❡r t❤❛♥ t♦t❛❧ ❢✉♥❝t✐♦♥s✿

2ω✱ R✱ ❛♥② ❡✛❡❝t✐✈❡ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡

  • ♠❛♥② ♥♦t✐♦♥s ♦t❤❡r t❤❛♥ s❡♠✐✲❞❡❝✐❞❛❜✐❧✐t②✿

❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✱ n✲❝✳❡✳ ♣r♦♣❡rt✐❡s✱ Σ0

2 ♣r♦♣❡rt✐❡s

❋♦r ✐♥st❛♥❝❡✱ ❚❤❡♦r❡♠ ✭❈♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✮ ▲❡t ❜❡ ❡✛❡❝t✐✈❡ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡s ❛♥❞ ✳ ✐s ▼❛r❦♦✈✲❝♦♠♣✉t❛❜❧❡ ✐s ✭❚②♣❡✲✷✱❑✮✲❝♦♠♣✉t❛❜❧❡✳

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SLIDE 38

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

▼♦r❡ ❣❡♥❡r❛❧ r❡s✉❧ts

❚❤❡ r❡s✉❧t ✐s ♠✉❝❤ ♠♦r❡ ❣❡♥❡r❛❧ ❛♥❞ ❤♦❧❞s ❢♦r✿

  • ♠❛♥② ❝❧❛ss❡s ♦❢ ♦❜❥❡❝ts ♦t❤❡r t❤❛♥ t♦t❛❧ ❢✉♥❝t✐♦♥s✿

2ω✱ R✱ ❛♥② ❡✛❡❝t✐✈❡ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡

  • ♠❛♥② ♥♦t✐♦♥s ♦t❤❡r t❤❛♥ s❡♠✐✲❞❡❝✐❞❛❜✐❧✐t②✿

❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✱ n✲❝✳❡✳ ♣r♦♣❡rt✐❡s✱ Σ0

2 ♣r♦♣❡rt✐❡s

❋♦r ✐♥st❛♥❝❡✱ ❚❤❡♦r❡♠ ✭❈♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✮ ▲❡t X, Y ❜❡ ❡✛❡❝t✐✈❡ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡s ❛♥❞ f : X → Y ✳ f ✐s ▼❛r❦♦✈✲❝♦♠♣✉t❛❜❧❡ ⇐ ⇒ f ✐s ✭❚②♣❡✲✷✱❑✮✲❝♦♠♣✉t❛❜❧❡✳

slide-39
SLIDE 39

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

▼♦r❡ ❣❡♥❡r❛❧ r❡s✉❧ts

❊①❛♠♣❧❡✿ n✲❝✳❡✳ ♣r♦♣❡rt✐❡s ♦❢ ♣❛rt✐❛❧ ❢✉♥❝t✐♦♥s✳ ❚❤❡♦r❡♠ ✭❙❡❧✐✈❛♥♦✈✱ ✶✾✽✹✮ ❚❤❡r❡ ✐s ❛ ♣r♦♣❡rt② ♦❢ ♣❛rt✐❛❧ ❢✉♥❝t✐♦♥s t❤❛t ✐s

  • 2✲❝✳❡✳ ✐♥ t❤❡ ▼❛r❦♦✈✲♠♦❞❡❧✱
  • ♥♦t 2✲❝✳❡✳ ✭❛♥❞ ♥♦t ❡✈❡♥ Π0

2✮ ✐♥ t❤❡ ❚②♣❡✲✷✲♠♦❞❡❧✳

❆❣❛✐♥✱ ❚❤❡♦r❡♠ ▲❡t ❜❡ ❛ ♣r♦♣❡rt②✳ ❚❤❡ ❢♦❧❧♦✇✐♥❣ ❛r❡ ❡q✉✐✈❛❧❡♥t✿ ✐s ✲❝✳❡✳ ✐♥ t❤❡ ▼❛r❦♦✈✲♠♦❞❡❧✱ ✐s ✲❝✳❡✳ ✐♥ t❤❡ ✭❚②♣❡✲✷✱❑✮✲♠♦❞❡❧✳

slide-40
SLIDE 40

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

▼♦r❡ ❣❡♥❡r❛❧ r❡s✉❧ts

❊①❛♠♣❧❡✿ n✲❝✳❡✳ ♣r♦♣❡rt✐❡s ♦❢ ♣❛rt✐❛❧ ❢✉♥❝t✐♦♥s✳ ❚❤❡♦r❡♠ ✭❙❡❧✐✈❛♥♦✈✱ ✶✾✽✹✮ ❚❤❡r❡ ✐s ❛ ♣r♦♣❡rt② ♦❢ ♣❛rt✐❛❧ ❢✉♥❝t✐♦♥s t❤❛t ✐s

  • 2✲❝✳❡✳ ✐♥ t❤❡ ▼❛r❦♦✈✲♠♦❞❡❧✱
  • ♥♦t 2✲❝✳❡✳ ✭❛♥❞ ♥♦t ❡✈❡♥ Π0

2✮ ✐♥ t❤❡ ❚②♣❡✲✷✲♠♦❞❡❧✳

❆❣❛✐♥✱ ❚❤❡♦r❡♠ ▲❡t P ❜❡ ❛ ♣r♦♣❡rt②✳ ❚❤❡ ❢♦❧❧♦✇✐♥❣ ❛r❡ ❡q✉✐✈❛❧❡♥t✿

  • P ✐s n✲❝✳❡✳ ✐♥ t❤❡ ▼❛r❦♦✈✲♠♦❞❡❧✱
  • P ✐s n✲❝✳❡✳ ✐♥ t❤❡ ✭❚②♣❡✲✷✱❑✮✲♠♦❞❡❧✳
slide-41
SLIDE 41

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❇❡tt❡r ✉♥❞❡rst❛♥❞✐♥❣ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ s❡ts❄

❚②♣❡✲✷✲❝♦♠♣✉t❛❜✐❧✐t② ❲❡❧❧✲✉♥❞❡rst♦♦❞✱ ❡q✉✐✈❛❧❡♥t t♦ ❡✛❡❝t✐✈❡ t♦♣♦❧♦❣②✿

  • ❚②♣❡✲✷✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ s❡t = ❡✛❡❝t✐✈❡ ♦♣❡♥ s❡t
  • ❚②♣❡✲✷✲❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥ = ❡✛❡❝t✐✈❡❧② ❝♦♥t✐♥✉♦✉s ❢✉♥❝t✐♦♥

▼❛r❦♦✈✲❝♦♠♣✉t❛❜✐❧✐t② ◆♦ s✉❝❤ ❝♦rr❡s♣♦♥❞❡♥❝❡✳

  • ❈❛♥ ✇❡ ❣❡t ❛ ❜❡tt❡r ✉♥❞❡rst❛♥❞✐♥❣ ♦❢ ▼❛r❦♦✈✲❝♦♠♣✉t❛❜✐❧✐t②❄
  • ❊✳❣✳✱ ✇❤❛t ❞♦ t❤❡ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt✐❡s ❧♦♦❦ ❧✐❦❡❄
slide-42
SLIDE 42

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❇❡tt❡r ✉♥❞❡rst❛♥❞✐♥❣ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ s❡ts❄

❊✛❡❝t✐✈❡ ❇♦r❡❧ ❝♦♠♣❧❡①✐t②✳ ❚❤❡♦r❡♠ ❊✈❡r② ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② ✐s Π0

2✳

Pr♦♦❢✳ ❚❤❡ ♣r♦♣❡rt② ✐s ✭❚②♣❡✲✷✱❑✮✲s❡♠✐✲❞❡❝✐❞❛❜❧❡✱ ✈✐❛ ❛ ♠❛❝❤✐♥❡ M✳ M ❜❡❤❛✈❡s t❤❡ s❛♠❡s ♦♥ (f, n) ❢♦r ❛❧❧ n ≥ K(f)✳ ❆s ❛ r❡s✉❧t✱ f ∈ P ✐✛ ∀k, ∃n ≥ k, t❤❡ ♠❛❝❤✐♥❡ ❛❝❝❡♣ts (f, n)✳ ❚❤✐s ✐s t✐❣❤t✳ ❚❤❡♦r❡♠ ❚❤❡r❡ ✐s ❛ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② t❤❛t ✐s ♥♦t ✿ ✳

slide-43
SLIDE 43

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❇❡tt❡r ✉♥❞❡rst❛♥❞✐♥❣ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ s❡ts❄

❊✛❡❝t✐✈❡ ❇♦r❡❧ ❝♦♠♣❧❡①✐t②✳ ❚❤❡♦r❡♠ ❊✈❡r② ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② ✐s Π0

2✳

Pr♦♦❢✳ ❚❤❡ ♣r♦♣❡rt② ✐s ✭❚②♣❡✲✷✱❑✮✲s❡♠✐✲❞❡❝✐❞❛❜❧❡✱ ✈✐❛ ❛ ♠❛❝❤✐♥❡ M✳ M ❜❡❤❛✈❡s t❤❡ s❛♠❡s ♦♥ (f, n) ❢♦r ❛❧❧ n ≥ K(f)✳ ❆s ❛ r❡s✉❧t✱ f ∈ P ✐✛ ∀k, ∃n ≥ k, t❤❡ ♠❛❝❤✐♥❡ ❛❝❝❡♣ts (f, n)✳ ❚❤✐s ✐s t✐❣❤t✳ ❚❤❡♦r❡♠ ❚❤❡r❡ ✐s ❛ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② t❤❛t ✐s ♥♦t Σ0

2✿

∀n, Km(f↾n) < n + c✳

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SLIDE 44

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❇❡tt❡r ✉♥❞❡rst❛♥❞✐♥❣ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ s❡ts❄

❲❤❛t ❞♦ t❤❡ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt✐❡s ❧♦♦❦ ❧✐❦❡❄

  • ❋♦r t♦t❛❧ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✿ ♦♣❡♥ ♣r♦❜❧❡♠✳
  • ❋♦r s✉❜r❡❝✉rs✐✈❡ ❝❧❛ss❡s✿ ❛♥s✇❡r ♥♦✇✦
slide-45
SLIDE 45

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

Pr✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ❢✉♥❝t✐♦♥s

❲❤❛t ❝❛♥ ❜❡ ❞❡❝✐❞❡❞✴s❡♠✐✲❞❡❝✐❞❡❞ ❛❜♦✉t ❛ ♣r✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ❢✉♥❝t✐♦♥ f✱ ❣✐✈❡♥ ❛ ♣r✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ♣r♦❣r❛♠ ❢♦r ✐t❄ ❊①❛♠♣❧❡ ♦❢ ❚②♣❡✲✷✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② f(3) = 9 ∧ f(4) = 16 ∧ f(5) = 25 ❊①❛♠♣❧❡ ♦❢ ▼❛r❦♦✈✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② ❚❤❡♦r❡♠ ❚❤❛t✬s ✐t✦ ❆❧❧ t❤❡ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt✐❡s ❛r❡ ✉♥✐♦♥s ♦❢ ❝②❧✐♥❞❡rs ❛♥❞ s❡ts ✳ ■❞❡♠ ❢♦r ❋P❚■▼❊✱ ♣r♦✈❛❜❧② t♦t❛❧ ❢✉♥❝t✐♦♥s✱ ❡t❝✳ ❋❛✐❧s ❢♦r t❤❡ ❝❧❛ss ♦❢ ❛❧❧ t♦t❛❧ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✳

slide-46
SLIDE 46

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

Pr✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ❢✉♥❝t✐♦♥s

❲❤❛t ❝❛♥ ❜❡ ❞❡❝✐❞❡❞✴s❡♠✐✲❞❡❝✐❞❡❞ ❛❜♦✉t ❛ ♣r✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ❢✉♥❝t✐♦♥ f✱ ❣✐✈❡♥ ❛ ♣r✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ♣r♦❣r❛♠ ❢♦r ✐t❄ ❊①❛♠♣❧❡ ♦❢ ❚②♣❡✲✷✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② f(3) = 9 ∧ f(4) = 16 ∧ f(5) = 25 ❊①❛♠♣❧❡ ♦❢ ▼❛r❦♦✈✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② ACh = {f : ∀n, Kpr(f↾n) < h(n)} ❚❤❡♦r❡♠ ❚❤❛t✬s ✐t✦ ❆❧❧ t❤❡ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt✐❡s ❛r❡ ✉♥✐♦♥s ♦❢ ❝②❧✐♥❞❡rs ❛♥❞ s❡ts ✳ ■❞❡♠ ❢♦r ❋P❚■▼❊✱ ♣r♦✈❛❜❧② t♦t❛❧ ❢✉♥❝t✐♦♥s✱ ❡t❝✳ ❋❛✐❧s ❢♦r t❤❡ ❝❧❛ss ♦❢ ❛❧❧ t♦t❛❧ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✳

slide-47
SLIDE 47

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

Pr✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ❢✉♥❝t✐♦♥s

❲❤❛t ❝❛♥ ❜❡ ❞❡❝✐❞❡❞✴s❡♠✐✲❞❡❝✐❞❡❞ ❛❜♦✉t ❛ ♣r✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ❢✉♥❝t✐♦♥ f✱ ❣✐✈❡♥ ❛ ♣r✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ♣r♦❣r❛♠ ❢♦r ✐t❄ ❊①❛♠♣❧❡ ♦❢ ❚②♣❡✲✷✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② f(3) = 9 ∧ f(4) = 16 ∧ f(5) = 25 ❊①❛♠♣❧❡ ♦❢ ▼❛r❦♦✈✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② ACh = {f : ∀n, Kpr(f↾n) < h(n)} ❚❤❡♦r❡♠ ❚❤❛t✬s ✐t✦ ❆❧❧ t❤❡ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt✐❡s ❛r❡ ✉♥✐♦♥s ♦❢ ❝②❧✐♥❞❡rs ❛♥❞ s❡ts ✳ ■❞❡♠ ❢♦r ❋P❚■▼❊✱ ♣r♦✈❛❜❧② t♦t❛❧ ❢✉♥❝t✐♦♥s✱ ❡t❝✳ ❋❛✐❧s ❢♦r t❤❡ ❝❧❛ss ♦❢ ❛❧❧ t♦t❛❧ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✳

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SLIDE 48

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

Pr✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ❢✉♥❝t✐♦♥s

❲❤❛t ❝❛♥ ❜❡ ❞❡❝✐❞❡❞✴s❡♠✐✲❞❡❝✐❞❡❞ ❛❜♦✉t ❛ ♣r✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ❢✉♥❝t✐♦♥ f✱ ❣✐✈❡♥ ❛ ♣r✐♠✐t✐✈❡ r❡❝✉rs✐✈❡ ♣r♦❣r❛♠ ❢♦r ✐t❄ ❊①❛♠♣❧❡ ♦❢ ❚②♣❡✲✷✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② f(3) = 9 ∧ f(4) = 16 ∧ f(5) = 25 ❊①❛♠♣❧❡ ♦❢ ▼❛r❦♦✈✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt② ACh = {f : ∀n, Kpr(f↾n) < h(n)} ❚❤❡♦r❡♠ ❚❤❛t✬s ✐t✦ ❆❧❧ t❤❡ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt✐❡s ❛r❡ ✉♥✐♦♥s ♦❢ ❝②❧✐♥❞❡rs ❛♥❞ s❡ts ACh✳ ■❞❡♠ ❢♦r ❋P❚■▼❊✱ ♣r♦✈❛❜❧② t♦t❛❧ ❢✉♥❝t✐♦♥s✱ ❡t❝✳ ❋❛✐❧s ❢♦r t❤❡ ❝❧❛ss ♦❢ ❛❧❧ t♦t❛❧ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s✳

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SLIDE 49

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

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SLIDE 50

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

✏❚❤❡ ♦♥❧② ❡①tr❛ ✐♥❢♦r♠❛t✐♦♥ s❤❛r❡❞ ❜② ♣r♦❣r❛♠s ❝♦♠♣✉t✐♥❣ ❛♥ ♦❜❥❡❝t ✐s ❜♦✉♥❞✐♥❣ ✐ts ❑♦❧♠♦❣♦r♦✈ ❝♦♠♣❧❡①✐t②✳✑ ❚r✉❡ t♦ ❛ ❧❛r❣❡ ❡①t❡♥t ❙❡❡ ♣r❡✈✐♦✉s r❡s✉❧ts✳ ◆♦t ❛❧✇❛②s tr✉❡ ❙❡❡ ♥❡①t r❡s✉❧ts✳

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SLIDE 51

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❘❡❧❛t✐✈✐③❛t✐♦♥

❉♦❡s t❤❡ r❡s✉❧t ❤♦❧❞ r❡❧❛t✐✈❡ t♦ ❛♥② ♦r❛❝❧❡❄

  • ❖♥ ♣❛rt✐❛❧ ❢✉♥❝t✐♦♥s✱ ◆❖✳
  • ❖♥ t♦t❛❧ ❢✉♥❝t✐♦♥s✱ ❨❊❙✳
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SLIDE 52

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❘❡❧❛t✐✈✐③❛t✐♦♥

Pr♦♣❡rt✐❡s ♦❢ ♣❛rt✐❛❧ ❢✉♥❝t✐♦♥s✳ ❘❡♠✐♥❞❡r✿ ❘✐❝❡✲❙❤❛♣✐r♦ t❤❡♦r❡♠ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ⇐ ⇒ ✭❚②♣❡✲✷✱❑✮✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ⇐ ⇒ ❚②♣❡✲✷✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ❍♦✇❡✈❡r✱ Pr♦♣♦s✐t✐♦♥ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡∅′

  • =

⇒ ✭❚②♣❡✲✷✱❑✮✲s❡♠✐✲❞❡❝✐❞❛❜❧❡∅′ ✭❚②♣❡✲✷✱❑✮✲s❡♠✐✲❞❡❝✐❞❛❜❧❡∅′′

  • =

⇒ ❚②♣❡✲✷✲s❡♠✐✲❞❡❝✐❞❛❜❧❡∅′′

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SLIDE 53

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❘❡❧❛t✐✈✐③❛t✐♦♥

Pr♦♣❡rt✐❡s ♦❢ t♦t❛❧ ❢✉♥❝t✐♦♥s✳ ❚❤❡♦r❡♠ ❋♦r ❡❛❝❤ ♦r❛❝❧❡ A ⊆ N✱ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡A ⇐ ⇒ ✭❚②♣❡✲✷✱❑✮✲s❡♠✐✲❞❡❝✐❞❛❜❧❡A ❚❤❡r❡ ❛r❡ t✇♦ ❝❛s❡s✱ ✇❤❡t❤❡r A ❝♦♠♣✉t❡s ∅′ ♦r ♥♦t✳ ❚❤❡♦r❡♠ ❚❤❡r❡ ✐s ♥♦ ✉♥✐❢♦r♠ ❛r❣✉♠❡♥t✳

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SLIDE 54

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❈♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s

❘❡♠✐♥❞❡r ▲❡t X, Y ❜❡ ❝♦✉♥t❛❜❧②✲❜❛s❡❞ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡s ❛♥❞ f : X → Y ✳ f ✐s ▼❛r❦♦✈✲❝♦♠♣✉t❛❜❧❡ ⇐ ⇒ f ✐s ✭❚②♣❡✲✷✱❑✮✲❝♦♠♣✉t❛❜❧❡✳ ❙t✐❧❧ ❤♦❧❞s ✐❢ Y ✐s ♥♦t ❝♦✉♥t❛❜❧②✲❜❛s❡❞❄ ❋♦r ✐♥st❛♥❝❡✱ Y = {♦♣❡♥ s✉❜s❡ts ♦❢ NN}✳ ❲❤❡♥ ♣❛rt✐❛❧ ❢✉♥❝t✐♦♥s ✱ ◆❖✳ ❲❤❡♥ t♦t❛❧ ❢✉♥❝t✐♦♥s ✱ ♦♣❡♥ q✉❡st✐♦♥✳

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SLIDE 55

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❈♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥s

❘❡♠✐♥❞❡r ▲❡t X, Y ❜❡ ❝♦✉♥t❛❜❧②✲❜❛s❡❞ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡s ❛♥❞ f : X → Y ✳ f ✐s ▼❛r❦♦✈✲❝♦♠♣✉t❛❜❧❡ ⇐ ⇒ f ✐s ✭❚②♣❡✲✷✱❑✮✲❝♦♠♣✉t❛❜❧❡✳ ❙t✐❧❧ ❤♦❧❞s ✐❢ Y ✐s ♥♦t ❝♦✉♥t❛❜❧②✲❜❛s❡❞❄ ❋♦r ✐♥st❛♥❝❡✱ Y = {♦♣❡♥ s✉❜s❡ts ♦❢ NN}✳

  • ❲❤❡♥ X = {♣❛rt✐❛❧ ❢✉♥❝t✐♦♥s}✱ ◆❖✳
  • ❲❤❡♥ X = {t♦t❛❧ ❢✉♥❝t✐♦♥s}✱ ♦♣❡♥ q✉❡st✐♦♥✳
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SLIDE 56

❚❤❡ ♣r♦❜❧❡♠ ❍✐st♦r✐❝❛❧ r❡s✉❧ts ◆❡✇ r❡s✉❧ts ▲✐♠✐ts

❋✉t✉r❡ ✇♦r❦

  • ❲❤❛t ❛r❡ t❤❡ ▼❛r❦♦✈✲s❡♠✐✲❞❡❝✐❞❛❜❧❡ ♣r♦♣❡rt✐❡s ♦❢ t♦t❛❧

❢✉♥❝t✐♦♥s❄

  • Pr❡❝✐s❡ ❧✐♠✐ts ♦❢ t❤❡ ❡q✉✐✈❛❧❡♥❝❡ ▼❛r❦♦✈≡✭❚②♣❡✲✷✱❑✮❄
  • ■❢ ❛ ♣r♦♣❡rt② ✐s ω✲❝✳❡✳ ✐♥ t❤❡ ▼❛r❦♦✈ ♠♦❞❡❧✱ ✐s ✐t ω✲❝✳❡✳ ✐♥ t❤❡

✭❚②♣❡✲✷✱❑✮ ♠♦❞❡❧❄

  • ❚❤❡ ♦❜❥❡❝ts ❛❧✇❛②s ❧✐✈❡❞ ✐♥ ❡✛❡❝t✐✈❡ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡s✳ ❲❤❛t

❛❜♦✉t ♦t❤❡r r❡♣r❡s❡♥t❡❞ s♣❛❝❡s❄ ❋♦r ✐♥st❛♥❝❡✱ t❤❡ ❝♦♠♣✉t❛❜❧❡ ❢✉♥❝t✐♦♥❛❧s ❢r♦♠ NN t♦ NN❄