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SLIDE 1

■◆❚❊◆❙❊ ❆❯❚❖▼❖❘P❍■❙▼❙ ❖❋ ❋■◆■❚❊ ●❘❖❯P❙

▼✐♠❛ ❙t❛♥♦❥❦♦✈s❦✐ ❚♦♣✐❝s ♦♥ ●r♦✉♣s ❛♥❞ t❤❡✐r ❘❡♣r❡s❡♥t❛t✐♦♥s

  • ❛r❣♥❛♥♦ s✉❧ ●❛r❞❛✱ ✶✶t❤ ❖❝t♦❜❡r ✷✵✶✼
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SLIDE 2

❏♦✐♥t ✇♦r❦ ✇✐t❤

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SLIDE 3

❍❡♥❞r✐❦ ▲❡♥str❛ ✭❯▲✮

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SLIDE 4

❆♥❞r❡❛ ▲✉❝❝❤✐♥✐ ✭❯♥✐P❉✮

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SLIDE 5

❏♦♥ ●♦♥③á❧❡③ ❙á♥❝❤❡③ ✭❊❍❯✮

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SLIDE 6

■♥t❡♥s❡ ❛✉t♦♠♦r♣❤✐s♠s ♦❢ ❣r♦✉♣s

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SLIDE 7

■♥t❡♥s❡ ❛✉t♦♠♦r♣❤✐s♠s

▲❡t ● ❜❡ ❛ ✜♥✐t❡ ❣r♦✉♣✳ ❆♥ ❛✉t♦♠♦r♣❤✐s♠ α ♦❢ ● ✐s ✐♥t❡♥s❡ ✐❢ ❢♦r ❛❧❧ ❍ ≤ ● t❤❡r❡ ❡①✐sts ❣ ∈ ● s✉❝❤ t❤❛t α(❍) = ❣❍❣−✶✳ ❲r✐t❡ α ∈ ■♥t(●)✳ ▼♦t✐✈❛t✐♦♥✿ ■♥t❡♥s❡ ❛✉t♦♠♦r♣❤✐s♠s ❛♣♣❡❛r ♥❛t✉r❛❧❧② ❛s s♦❧✉t✐♦♥s t♦ ❛ ❝❡rt❛✐♥ ❝♦❤♦♠♦❧♦❣✐❝❛❧ ♣r♦❜❧❡♠✳ ❚❤❡② ✭s✉r♣r✐s✐♥❣❧②✦✮ ❣✐✈❡ r✐s❡ t♦ ❛ ✈❡r② r✐❝❤ t❤❡♦r②✳ ❊①❛♠♣❧❡✿ ❊✈❡r② ❛✉t♦♠♦r♣❤✐s♠ ♦❢ ❛ ❝②❝❧✐❝ ❣r♦✉♣ ✐s ✐♥t❡♥s❡✳ ■♥♥❡r ❛✉t♦♠♦r♣❤✐s♠s ❛r❡ ✐♥t❡♥s❡✳ P♦✇❡r ❛✉t♦♠♦r♣❤✐s♠s ❛r❡ ✐♥t❡♥s❡✳

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SLIDE 8

■♥t❡♥s❡ ❛✉t♦♠♦r♣❤✐s♠s

▲❡t ● ❜❡ ❛ ✜♥✐t❡ ❣r♦✉♣✳ ❆♥ ❛✉t♦♠♦r♣❤✐s♠ α ♦❢ ● ✐s ✐♥t❡♥s❡ ✐❢ ❢♦r ❛❧❧ ❍ ≤ ● t❤❡r❡ ❡①✐sts ❣ ∈ ● s✉❝❤ t❤❛t α(❍) = ❣❍❣−✶✳ ❲r✐t❡ α ∈ ■♥t(●)✳ ▼♦t✐✈❛t✐♦♥✿ ■♥t❡♥s❡ ❛✉t♦♠♦r♣❤✐s♠s ❛♣♣❡❛r ♥❛t✉r❛❧❧② ❛s s♦❧✉t✐♦♥s t♦ ❛ ❝❡rt❛✐♥ ❝♦❤♦♠♦❧♦❣✐❝❛❧ ♣r♦❜❧❡♠✳ ❚❤❡② ✭s✉r♣r✐s✐♥❣❧②✦✮ ❣✐✈❡ r✐s❡ t♦ ❛ ✈❡r② r✐❝❤ t❤❡♦r②✳ ❊①❛♠♣❧❡✿ ❊✈❡r② ❛✉t♦♠♦r♣❤✐s♠ ♦❢ ❛ ❝②❝❧✐❝ ❣r♦✉♣ ✐s ✐♥t❡♥s❡✳ ■♥♥❡r ❛✉t♦♠♦r♣❤✐s♠s ❛r❡ ✐♥t❡♥s❡✳ P♦✇❡r ❛✉t♦♠♦r♣❤✐s♠s ❛r❡ ✐♥t❡♥s❡✳

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SLIDE 9

■♥t❡♥s❡ ❛✉t♦♠♦r♣❤✐s♠s

▲❡t ● ❜❡ ❛ ✜♥✐t❡ ❣r♦✉♣✳ ❆♥ ❛✉t♦♠♦r♣❤✐s♠ α ♦❢ ● ✐s ✐♥t❡♥s❡ ✐❢ ❢♦r ❛❧❧ ❍ ≤ ● t❤❡r❡ ❡①✐sts ❣ ∈ ● s✉❝❤ t❤❛t α(❍) = ❣❍❣−✶✳ ❲r✐t❡ α ∈ ■♥t(●)✳ ▼♦t✐✈❛t✐♦♥✿ ■♥t❡♥s❡ ❛✉t♦♠♦r♣❤✐s♠s ❛♣♣❡❛r ♥❛t✉r❛❧❧② ❛s s♦❧✉t✐♦♥s t♦ ❛ ❝❡rt❛✐♥ ❝♦❤♦♠♦❧♦❣✐❝❛❧ ♣r♦❜❧❡♠✳ ❚❤❡② ✭s✉r♣r✐s✐♥❣❧②✦✮ ❣✐✈❡ r✐s❡ t♦ ❛ ✈❡r② r✐❝❤ t❤❡♦r②✳ ❊①❛♠♣❧❡✿

  • ❊✈❡r② ❛✉t♦♠♦r♣❤✐s♠ ♦❢ ❛ ❝②❝❧✐❝ ❣r♦✉♣ ✐s ✐♥t❡♥s❡✳
  • ■♥♥❡r ❛✉t♦♠♦r♣❤✐s♠s ❛r❡ ✐♥t❡♥s❡✳
  • P♦✇❡r ❛✉t♦♠♦r♣❤✐s♠s ❛r❡ ✐♥t❡♥s❡✳
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SLIDE 10

■♥t❡♥s✐t②

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣✳ ❚❤❡♥ ■♥t ● P ❈ ✇❤❡r❡ P ✐s ❛ ♣✲❣r♦✉♣✳ ❈ ✐s ❛ s✉❜❣r♦✉♣ ♦❢

♣✳

❚❤❡ ✐♥t❡♥s✐t② ♦❢ ● ✐s ✐♥t ● ❈ ✳

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SLIDE 11

■♥t❡♥s✐t②

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣✳ ❚❤❡♥ ■♥t(●) ∼ = P ⋊ ❈ ✇❤❡r❡

  • P ✐s ❛ ♣✲❣r♦✉♣✳
  • ❈ ✐s ❛ s✉❜❣r♦✉♣ ♦❢ F∗

♣✳

❚❤❡ ✐♥t❡♥s✐t② ♦❢ ● ✐s ✐♥t ● ❈ ✳

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SLIDE 12

■♥t❡♥s✐t②

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣✳ ❚❤❡♥ ■♥t(●) ∼ = P ⋊ ❈ ✇❤❡r❡

  • P ✐s ❛ ♣✲❣r♦✉♣✳
  • ❈ ✐s ❛ s✉❜❣r♦✉♣ ♦❢ F∗

♣✳

❚❤❡ ✐♥t❡♥s✐t② ♦❢ ● ✐s ✐♥t(●) = |❈|✳

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SLIDE 13

❚❤❡ ♣r♦❜❧❡♠

❈❛♥ ✇❡ ❝❧❛ss✐❢② ❛❧❧ ♣✲❣r♦✉♣s ● s❛t✐s❢②✐♥❣ ✐♥t(●) > ✶❄

❨❊❙✦

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SLIDE 14

❚❤❡ ♣r♦❜❧❡♠

❈❛♥ ✇❡ ❝❧❛ss✐❢② ❛❧❧ ♣✲❣r♦✉♣s ● s❛t✐s❢②✐♥❣ ✐♥t(●) > ✶❄

❨❊❙✦

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SLIDE 15

❆❜❡❧✐❛♥ ❣r♦✉♣s

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t Z♣ ❞❡♥♦t❡ t❤❡ r✐♥❣ ♦❢ ♣✲❛❞✐❝ ✐♥t❡❣❡rs✳ ▲❡t ● ❜❡ ❛ ✜♥✐t❡ ❛❜❡❧✐❛♥ ♣✲❣r♦✉♣✳ ❚❤❡♥

❆✉t ●

■♥t ●

❚❤❡♦r❡♠

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ✶ ❜❡ ❛ ✜♥✐t❡ ❛❜❡❧✐❛♥ ♣✲❣r♦✉♣✳ ❚❤❡♥ ✐♥t ● ♣ ✶✳

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SLIDE 16

❆❜❡❧✐❛♥ ❣r♦✉♣s

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t Z♣ ❞❡♥♦t❡ t❤❡ r✐♥❣ ♦❢ ♣✲❛❞✐❝ ✐♥t❡❣❡rs✳ ▲❡t ● ❜❡ ❛ ✜♥✐t❡ ❛❜❡❧✐❛♥ ♣✲❣r♦✉♣✳ ❚❤❡♥ Z∗

✲ ❆✉t(●)

F∗

✲ ✲

■♥t(●)

❚❤❡♦r❡♠

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ✶ ❜❡ ❛ ✜♥✐t❡ ❛❜❡❧✐❛♥ ♣✲❣r♦✉♣✳ ❚❤❡♥ ✐♥t ● ♣ ✶✳

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SLIDE 17

❆❜❡❧✐❛♥ ❣r♦✉♣s

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t Z♣ ❞❡♥♦t❡ t❤❡ r✐♥❣ ♦❢ ♣✲❛❞✐❝ ✐♥t❡❣❡rs✳ ▲❡t ● ❜❡ ❛ ✜♥✐t❡ ❛❜❡❧✐❛♥ ♣✲❣r♦✉♣✳ ❚❤❡♥ Z∗

✲ ❆✉t(●)

F∗

✲ ✲

■♥t(●)

❚❤❡♦r❡♠

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● = ✶ ❜❡ ❛ ✜♥✐t❡ ❛❜❡❧✐❛♥ ♣✲❣r♦✉♣✳ ❚❤❡♥ ✐♥t(●) = ♣ − ✶✳

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SLIDE 18

❙tr❛t❡❣②

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣✳ ▲❡t ◆ ❜❡ ❛ ♥♦r♠❛❧ s✉❜❣r♦✉♣✳ ❚❤❡♥ ✇❡ ❤❛✈❡ ♥❛t✉r❛❧ ♠❛♣s ✶✳ ■♥t ● ❆✉t ◆ ✱ ✷✳ ■♥t ● ■♥t ● ◆ ✱ ❛♥❞ ✇✐t❤ ❛ ❧✐tt❧❡ ❡①tr❛ ✇♦r❦ ✸✳ ✐❢ ◆

  • ✱ t❤❡♥ ✐♥t ●

❞✐✈✐❞❡s ✐♥t ● ◆ ✳ ❙✐♥❝❡ ✇❡ ✇❛♥t ● t♦ ❤❛✈❡ ✐♥t ● ✶✱ ✇❡ ❝❛♥ ❢♦r❣❡t ❛❜♦✉t ♣ ✷✦✦

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SLIDE 19

❙tr❛t❡❣②

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣✳ ▲❡t ◆ ❜❡ ❛ ♥♦r♠❛❧ s✉❜❣r♦✉♣✳ ❚❤❡♥ ✇❡ ❤❛✈❡ ♥❛t✉r❛❧ ♠❛♣s ✶✳ ■♥t(●) → ❆✉t(◆)✱ ✷✳ ■♥t(●) → ■♥t(●/◆)✱ ❛♥❞ ✇✐t❤ ❛ ❧✐tt❧❡ ❡①tr❛ ✇♦r❦ ✸✳ ✐❢ ◆

  • ✱ t❤❡♥ ✐♥t ●

❞✐✈✐❞❡s ✐♥t ● ◆ ✳ ❙✐♥❝❡ ✇❡ ✇❛♥t ● t♦ ❤❛✈❡ ✐♥t ● ✶✱ ✇❡ ❝❛♥ ❢♦r❣❡t ❛❜♦✉t ♣ ✷✦✦

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SLIDE 20

❙tr❛t❡❣②

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣✳ ▲❡t ◆ ❜❡ ❛ ♥♦r♠❛❧ s✉❜❣r♦✉♣✳ ❚❤❡♥ ✇❡ ❤❛✈❡ ♥❛t✉r❛❧ ♠❛♣s ✶✳ ■♥t(●) → ❆✉t(◆)✱ ✷✳ ■♥t(●) → ■♥t(●/◆)✱ ❛♥❞ ✇✐t❤ ❛ ❧✐tt❧❡ ❡①tr❛ ✇♦r❦ ✸✳ ✐❢ ◆ = ●✱ t❤❡♥ ✐♥t(●) ❞✐✈✐❞❡s ✐♥t(●/◆)✳ ❙✐♥❝❡ ✇❡ ✇❛♥t ● t♦ ❤❛✈❡ ✐♥t ● ✶✱ ✇❡ ❝❛♥ ❢♦r❣❡t ❛❜♦✉t ♣ ✷✦✦

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SLIDE 21

❙tr❛t❡❣②

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣✳ ▲❡t ◆ ❜❡ ❛ ♥♦r♠❛❧ s✉❜❣r♦✉♣✳ ❚❤❡♥ ✇❡ ❤❛✈❡ ♥❛t✉r❛❧ ♠❛♣s ✶✳ ■♥t(●) → ❆✉t(◆)✱ ✷✳ ■♥t(●) → ■♥t(●/◆)✱ ❛♥❞ ✇✐t❤ ❛ ❧✐tt❧❡ ❡①tr❛ ✇♦r❦ ✸✳ ✐❢ ◆ = ●✱ t❤❡♥ ✐♥t(●) ❞✐✈✐❞❡s ✐♥t(●/◆)✳ ❙✐♥❝❡ ✇❡ ✇❛♥t ● t♦ ❤❛✈❡ ✐♥t(●) > ✶✱ ✇❡ ❝❛♥ ❢♦r❣❡t ❛❜♦✉t ♣ = ✷✦✦

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SLIDE 22

❈❧❛ss ✷

▲❡t ♣ ❜❡ ❛♥ ♦❞❞ ♣r✐♠❡ ❛♥❞ ❧❡t ● ❜❡ ❛♥ ❡①tr❛s♣❡❝✐❛❧ ❣r♦✉♣ ♦❢ ❡①♣♦♥❡♥t ♣✳ ❚❤❡♥✱ ❢♦r

♣✱ ✇❡ ❤❛✈❡

  • ✷ ●
  • ✷ ●

✷ ●

  • ✷ ●
  • ✷ ●

✷ ● ✷

❚❤❡♦r❡♠

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ✷✳ ❚❤❡♥ ✐♥t ● ✶ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ● ✐s ❡①tr❛s♣❡❝✐❛❧ ♦❢ ❡①♣♦♥❡♥t ♣ ✭✐♥ ✇❤✐❝❤ ❝❛s❡ ✐♥t ● ♣ ✶✮✳

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SLIDE 23

❈❧❛ss ✷

▲❡t ♣ ❜❡ ❛♥ ♦❞❞ ♣r✐♠❡ ❛♥❞ ❧❡t ● ❜❡ ❛♥ ❡①tr❛s♣❡❝✐❛❧ ❣r♦✉♣ ♦❢ ❡①♣♦♥❡♥t ♣✳ ❚❤❡♥✱ ❢♦r λ ∈ Z∗

♣✱ ✇❡ ❤❛✈❡

  • /γ✷(●) × ●/γ✷(●)

✲ γ✷(●)

  • /γ✷(●) × ●/γ✷(●)

λ

λ

❄ ✲ γ✷(●)

λ✷

❚❤❡♦r❡♠

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ✷✳ ❚❤❡♥ ✐♥t ● ✶ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ● ✐s ❡①tr❛s♣❡❝✐❛❧ ♦❢ ❡①♣♦♥❡♥t ♣ ✭✐♥ ✇❤✐❝❤ ❝❛s❡ ✐♥t ● ♣ ✶✮✳

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SLIDE 24

❈❧❛ss ✷

▲❡t ♣ ❜❡ ❛♥ ♦❞❞ ♣r✐♠❡ ❛♥❞ ❧❡t ● ❜❡ ❛♥ ❡①tr❛s♣❡❝✐❛❧ ❣r♦✉♣ ♦❢ ❡①♣♦♥❡♥t ♣✳ ❚❤❡♥✱ ❢♦r λ ∈ Z∗

♣✱ ✇❡ ❤❛✈❡

  • /γ✷(●) × ●/γ✷(●)

✲ γ✷(●)

  • /γ✷(●) × ●/γ✷(●)

λ

λ

❄ ✲ γ✷(●)

λ✷

❚❤❡♦r❡♠

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ✷✳ ❚❤❡♥ ✐♥t(●) > ✶ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ● ✐s ❡①tr❛s♣❡❝✐❛❧ ♦❢ ❡①♣♦♥❡♥t ♣ ✭✐♥ ✇❤✐❝❤ ❝❛s❡ ✐♥t(●) = ♣ − ✶✮✳

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SLIDE 25

❈❧❛ss ✸

❚❤❡♦r❡♠

▲❡t ♣ ❜❡ ❛♥ ♦❞❞ ♣r✐♠❡ ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ✸✳ ❚❤❡♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❛r❡ ❡q✉✐✈❛❧❡♥t✳ ✶✳ ❖♥❡ ❤❛s ✐♥t(●) > ✶✳ ✷✳ ❖♥❡ ❤❛s |● : γ✷(●)| = ♣✷✳ ✸✳ ❖♥❡ ❤❛s ✐♥t ● ✷✳

❈♦r♦❧❧❛r②

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ❝

✸✳ ❚❤❡♥ t❤❡r❡ ❡①✐st✱ ✉♣ t♦

✐s♦♠♦r♣❤✐s♠✱ ♦♥❧② ✜♥✐t❡❧② ♠❛♥② ✜♥✐t❡ ♣✲❣r♦✉♣s ♦❢ ❝❧❛ss ❝ ❛♥❞ ✐♥t❡♥s✐t② ❣r❡❛t❡r t❤❛♥ ✶✳

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SLIDE 26

❈❧❛ss ✸

❚❤❡♦r❡♠

▲❡t ♣ ❜❡ ❛♥ ♦❞❞ ♣r✐♠❡ ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ✸✳ ❚❤❡♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❛r❡ ❡q✉✐✈❛❧❡♥t✳ ✶✳ ❖♥❡ ❤❛s ✐♥t(●) > ✶✳ ✷✳ ❖♥❡ ❤❛s |● : γ✷(●)| = ♣✷✳ ✸✳ ❖♥❡ ❤❛s ✐♥t(●) = ✷✳

❈♦r♦❧❧❛r②

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ❝

✸✳ ❚❤❡♥ t❤❡r❡ ❡①✐st✱ ✉♣ t♦

✐s♦♠♦r♣❤✐s♠✱ ♦♥❧② ✜♥✐t❡❧② ♠❛♥② ✜♥✐t❡ ♣✲❣r♦✉♣s ♦❢ ❝❧❛ss ❝ ❛♥❞ ✐♥t❡♥s✐t② ❣r❡❛t❡r t❤❛♥ ✶✳

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SLIDE 27

❈❧❛ss ✸

❚❤❡♦r❡♠

▲❡t ♣ ❜❡ ❛♥ ♦❞❞ ♣r✐♠❡ ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ✸✳ ❚❤❡♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❛r❡ ❡q✉✐✈❛❧❡♥t✳ ✶✳ ❖♥❡ ❤❛s ✐♥t(●) > ✶✳ ✷✳ ❖♥❡ ❤❛s |● : γ✷(●)| = ♣✷✳ ✸✳ ❖♥❡ ❤❛s ✐♥t(●) = ✷✳

❈♦r♦❧❧❛r②

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ❝ ∈ Z≥✸✳ ❚❤❡♥ t❤❡r❡ ❡①✐st✱ ✉♣ t♦ ✐s♦♠♦r♣❤✐s♠✱ ♦♥❧② ✜♥✐t❡❧② ♠❛♥② ✜♥✐t❡ ♣✲❣r♦✉♣s ♦❢ ❝❧❛ss ❝ ❛♥❞ ✐♥t❡♥s✐t② ❣r❡❛t❡r t❤❛♥ ✶✳

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SLIDE 28

◆❡❝❡ss❛r② ❝♦♥❞✐t✐♦♥s

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ❝ ≥ ✸✳ ❉❡✜♥❡ ✇✐ = ❧♦❣♣ |γ✐(●) : γ✐+✶(●)|. ■❢ ✶ ■♥t ● ❤❛s ♦r❞❡r ❝♦♣r✐♠❡ t♦ ♣✱ t❤❡♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❤♦❧❞✳ ✷ ❛♥❞ ✐♥t ● ✷✳

✐ ● ✐ ✶ ●

✐s ❡❧❡♠❡♥t❛r② ❛❜❡❧✐❛♥ ❛♥❞ ✶ ✐ ♦♥ ✐t✳ ✇✐ ✐

✷ ✶ ✷ ✶ ✷ ✶ ✇ ✵ ✵ ✵ ✇✐t❤ ✇ ✵ ✶ ✷ ✳

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SLIDE 29

◆❡❝❡ss❛r② ❝♦♥❞✐t✐♦♥s

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ❝ ≥ ✸✳ ❉❡✜♥❡ ✇✐ = ❧♦❣♣ |γ✐(●) : γ✐+✶(●)|. ■❢ ✶ = α ∈ ■♥t(●) ❤❛s ♦r❞❡r ❝♦♣r✐♠❡ t♦ ♣✱ t❤❡♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❤♦❧❞✳ ✷ ❛♥❞ ✐♥t ● ✷✳

✐ ● ✐ ✶ ●

✐s ❡❧❡♠❡♥t❛r② ❛❜❡❧✐❛♥ ❛♥❞ ✶ ✐ ♦♥ ✐t✳ ✇✐ ✐

✷ ✶ ✷ ✶ ✷ ✶ ✇ ✵ ✵ ✵ ✇✐t❤ ✇ ✵ ✶ ✷ ✳

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SLIDE 30

◆❡❝❡ss❛r② ❝♦♥❞✐t✐♦♥s

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ❝ ≥ ✸✳ ❉❡✜♥❡ ✇✐ = ❧♦❣♣ |γ✐(●) : γ✐+✶(●)|. ■❢ ✶ = α ∈ ■♥t(●) ❤❛s ♦r❞❡r ❝♦♣r✐♠❡ t♦ ♣✱ t❤❡♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❤♦❧❞✳

  • |α| = ✷ ❛♥❞ ✐♥t(●) = ✷✳

✐ ● ✐ ✶ ●

✐s ❡❧❡♠❡♥t❛r② ❛❜❡❧✐❛♥ ❛♥❞ ✶ ✐ ♦♥ ✐t✳ ✇✐ ✐

✷ ✶ ✷ ✶ ✷ ✶ ✇ ✵ ✵ ✵ ✇✐t❤ ✇ ✵ ✶ ✷ ✳

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SLIDE 31

◆❡❝❡ss❛r② ❝♦♥❞✐t✐♦♥s

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ❝ ≥ ✸✳ ❉❡✜♥❡ ✇✐ = ❧♦❣♣ |γ✐(●) : γ✐+✶(●)|. ■❢ ✶ = α ∈ ■♥t(●) ❤❛s ♦r❞❡r ❝♦♣r✐♠❡ t♦ ♣✱ t❤❡♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❤♦❧❞✳

  • |α| = ✷ ❛♥❞ ✐♥t(●) = ✷✳
  • γ✐(●)/γ✐+✶(●) ✐s ❡❧❡♠❡♥t❛r② ❛❜❡❧✐❛♥ ❛♥❞ α ≡ (−✶)✐ ♦♥ ✐t✳

✇✐ ✐

✷ ✶ ✷ ✶ ✷ ✶ ✇ ✵ ✵ ✵ ✇✐t❤ ✇ ✵ ✶ ✷ ✳

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SLIDE 32

◆❡❝❡ss❛r② ❝♦♥❞✐t✐♦♥s

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ❝ ≥ ✸✳ ❉❡✜♥❡ ✇✐ = ❧♦❣♣ |γ✐(●) : γ✐+✶(●)|. ■❢ ✶ = α ∈ ■♥t(●) ❤❛s ♦r❞❡r ❝♦♣r✐♠❡ t♦ ♣✱ t❤❡♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❤♦❧❞✳

  • |α| = ✷ ❛♥❞ ✐♥t(●) = ✷✳
  • γ✐(●)/γ✐+✶(●) ✐s ❡❧❡♠❡♥t❛r② ❛❜❡❧✐❛♥ ❛♥❞ α ≡ (−✶)✐ ♦♥ ✐t✳
  • (✇✐)✐≥✶ = (✷, ✶, ✷, ✶, . . . , ✷, ✶, ✇, ✵, ✵, ✵, . . .) ✇✐t❤ ✇ ∈ {✵, ✶, ✷}✳
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SLIDE 33

◆♦r♠❛❧ s✉❜❣r♦✉♣s str✉❝t✉r❡

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SLIDE 34

Pr♦✲♣✲❤❡❧♣❄

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SLIDE 35

Pr♦✲♣✲❤❡❧♣

▲❡t ♣ > ✸ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t t ∈ Z♣ s❛t✐s❢② ( t

♣) = −✶✳ ❙❡t

❆♣ = Z♣ + Z♣✐ + Z♣❥ + Z♣✐❥ ✇✐t❤ ❞❡✜♥✐♥❣ r❡❧❛t✐♦♥s ✐✷ = t✱ ❥✷ = ♣✱ ❛♥❞ ❥✐ = −✐❥✳ ❚❤❡♥ ❆♣ ✐s ❛ ♥♦♥✲❝♦♠♠✉t❛t✐✈❡ ❧♦❝❛❧ r✐♥❣ s✉❝❤ t❤❛t ❆♣/❥❆♣ ∼ = F♣✷✳ ❚❤❡ ✐♥✈♦❧✉t✐♦♥ · : ❆♣ → ❆♣ ✐s ❞❡✜♥❡❞ ❜② ❛ = s + t✐ + ✉❥ + ✈✐❥ → ❛ = s − t✐ − ✉❥ − ✈✐❥. ▲❡t ● = {❛ ∈ ❆∗

♣ | ❛❛ = ✶ ❛♥❞ ❛ ≡ ✶ ♠♦❞ ❥❆♣} ❛♥❞✱ ❢♦r ❛❧❧ ❛ ∈ ●✱

❞❡✜♥❡ α(❛) = ✐❛✐−✶✳

❚❤❡♦r❡♠

  • ✐s ❛ ♥♦♥✲♥✐❧♣♦t❡♥t ♣r♦✲♣✲❣r♦✉♣ ❛♥❞

✐♥❞✉❝❡s ❛♥ ✐♥t❡♥s❡ ❛✉t♦♠♦r♣❤✐s♠ ♦❢ ♦r❞❡r ✷ ♦♥ ❡✈❡r② ♥♦♥✲tr✐✈✐❛❧ ❞✐s❝r❡t❡ q✉♦t✐❡♥t ♦❢ ●✳ ▼♦r❡♦✈❡r✱ ● ✐s ✏✉♥✐q✉❡ ✇✐t❤ t❤✐s ♣r♦♣❡rt②✑✳

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SLIDE 36

Pr♦✲♣✲❤❡❧♣

▲❡t ♣ > ✸ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t t ∈ Z♣ s❛t✐s❢② ( t

♣) = −✶✳ ❙❡t

❆♣ = Z♣ + Z♣✐ + Z♣❥ + Z♣✐❥ ✇✐t❤ ❞❡✜♥✐♥❣ r❡❧❛t✐♦♥s ✐✷ = t✱ ❥✷ = ♣✱ ❛♥❞ ❥✐ = −✐❥✳ ❚❤❡♥ ❆♣ ✐s ❛ ♥♦♥✲❝♦♠♠✉t❛t✐✈❡ ❧♦❝❛❧ r✐♥❣ s✉❝❤ t❤❛t ❆♣/❥❆♣ ∼ = F♣✷✳ ❚❤❡ ✐♥✈♦❧✉t✐♦♥ · : ❆♣ → ❆♣ ✐s ❞❡✜♥❡❞ ❜② ❛ = s + t✐ + ✉❥ + ✈✐❥ → ❛ = s − t✐ − ✉❥ − ✈✐❥. ▲❡t ● = {❛ ∈ ❆∗

♣ | ❛❛ = ✶ ❛♥❞ ❛ ≡ ✶ ♠♦❞ ❥❆♣} ❛♥❞✱ ❢♦r ❛❧❧ ❛ ∈ ●✱

❞❡✜♥❡ α(❛) = ✐❛✐−✶✳

❚❤❡♦r❡♠

  • ✐s ❛ ♥♦♥✲♥✐❧♣♦t❡♥t ♣r♦✲♣✲❣r♦✉♣ ❛♥❞ α ✐♥❞✉❝❡s ❛♥ ✐♥t❡♥s❡

❛✉t♦♠♦r♣❤✐s♠ ♦❢ ♦r❞❡r ✷ ♦♥ ❡✈❡r② ♥♦♥✲tr✐✈✐❛❧ ❞✐s❝r❡t❡ q✉♦t✐❡♥t ♦❢ ●✳ ▼♦r❡♦✈❡r✱ ● ✐s ✏✉♥✐q✉❡ ✇✐t❤ t❤✐s ♣r♦♣❡rt②✑✳

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SLIDE 37

Pr♦✲♣✲❤❡❧♣

▲❡t ♣ > ✸ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t t ∈ Z♣ s❛t✐s❢② ( t

♣) = −✶✳ ❙❡t

❆♣ = Z♣ + Z♣✐ + Z♣❥ + Z♣✐❥ ✇✐t❤ ❞❡✜♥✐♥❣ r❡❧❛t✐♦♥s ✐✷ = t✱ ❥✷ = ♣✱ ❛♥❞ ❥✐ = −✐❥✳ ❚❤❡♥ ❆♣ ✐s ❛ ♥♦♥✲❝♦♠♠✉t❛t✐✈❡ ❧♦❝❛❧ r✐♥❣ s✉❝❤ t❤❛t ❆♣/❥❆♣ ∼ = F♣✷✳ ❚❤❡ ✐♥✈♦❧✉t✐♦♥ · : ❆♣ → ❆♣ ✐s ❞❡✜♥❡❞ ❜② ❛ = s + t✐ + ✉❥ + ✈✐❥ → ❛ = s − t✐ − ✉❥ − ✈✐❥. ▲❡t ● = {❛ ∈ ❆∗

♣ | ❛❛ = ✶ ❛♥❞ ❛ ≡ ✶ ♠♦❞ ❥❆♣} ❛♥❞✱ ❢♦r ❛❧❧ ❛ ∈ ●✱

❞❡✜♥❡ α(❛) = ✐❛✐−✶✳

❚❤❡♦r❡♠

  • ✐s ❛ ♥♦♥✲♥✐❧♣♦t❡♥t ♣r♦✲♣✲❣r♦✉♣ ❛♥❞ α ✐♥❞✉❝❡s ❛♥ ✐♥t❡♥s❡

❛✉t♦♠♦r♣❤✐s♠ ♦❢ ♦r❞❡r ✷ ♦♥ ❡✈❡r② ♥♦♥✲tr✐✈✐❛❧ ❞✐s❝r❡t❡ q✉♦t✐❡♥t ♦❢ ●✳ ▼♦r❡♦✈❡r✱ ● ✐s ✏✉♥✐q✉❡ ✇✐t❤ t❤✐s ♣r♦♣❡rt②✑✳

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SLIDE 38

❆r❡ ✸✲❣r♦✉♣s r❡❛❧❧② s♣❡❝✐❛❧❄

▲❡♠♠❛

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ❛t ❧❡❛st ✹✳ ■❢ ✐♥t ● ✶✱ t❤❡♥ ♣✲t❤ ♣♦✇❡r✐♥❣ ✐♥❞✉❝❡s ❛ ❜✐❥❡❝t✐♦♥

  • ✷ ●

✸ ● ✹ ● ✳

❲❡ ❞❡✜♥❡ ❛ ✲❣r♦✉♣ t♦ ❜❡ ❛ ✜♥✐t❡ ✸✲❣r♦✉♣ ● ✇✐t❤ ●

✷ ●

✾ s✉❝❤ t❤❛t ❝✉❜✐♥❣ ✐♥❞✉❝❡s ❛ ❜✐❥❡❝t✐♦♥ ●

✷ ● ✸ ● ✹ ● ✳

❚❤❡♦r❡♠

❚❤❡r❡ ✐s✱ ✉♣ t♦ ✐s♦♠♦r♣❤✐s♠✱ ❛ ✉♥✐q✉❡ ✲❣r♦✉♣ ♦❢ ❝❧❛ss ✸✳

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SLIDE 39

❆r❡ ✸✲❣r♦✉♣s r❡❛❧❧② s♣❡❝✐❛❧❄

▲❡♠♠❛

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ❛t ❧❡❛st ✹✳ ■❢ ✐♥t(●) > ✶✱ t❤❡♥ ♣✲t❤ ♣♦✇❡r✐♥❣ ✐♥❞✉❝❡s ❛ ❜✐❥❡❝t✐♦♥

  • /γ✷(●) → γ✸(●)/γ✹(●)✳

❲❡ ❞❡✜♥❡ ❛ ✲❣r♦✉♣ t♦ ❜❡ ❛ ✜♥✐t❡ ✸✲❣r♦✉♣ ● ✇✐t❤ ●

✷ ●

✾ s✉❝❤ t❤❛t ❝✉❜✐♥❣ ✐♥❞✉❝❡s ❛ ❜✐❥❡❝t✐♦♥ ●

✷ ● ✸ ● ✹ ● ✳

❚❤❡♦r❡♠

❚❤❡r❡ ✐s✱ ✉♣ t♦ ✐s♦♠♦r♣❤✐s♠✱ ❛ ✉♥✐q✉❡ ✲❣r♦✉♣ ♦❢ ❝❧❛ss ✸✳

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SLIDE 40

❆r❡ ✸✲❣r♦✉♣s r❡❛❧❧② s♣❡❝✐❛❧❄

▲❡♠♠❛

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ❛t ❧❡❛st ✹✳ ■❢ ✐♥t(●) > ✶✱ t❤❡♥ ♣✲t❤ ♣♦✇❡r✐♥❣ ✐♥❞✉❝❡s ❛ ❜✐❥❡❝t✐♦♥

  • /γ✷(●) → γ✸(●)/γ✹(●)✳

❲❡ ❞❡✜♥❡ ❛ κ✲❣r♦✉♣ t♦ ❜❡ ❛ ✜♥✐t❡ ✸✲❣r♦✉♣ ● ✇✐t❤ |● : γ✷(●)| = ✾ s✉❝❤ t❤❛t ❝✉❜✐♥❣ ✐♥❞✉❝❡s ❛ ❜✐❥❡❝t✐♦♥ ●/γ✷(●) → γ✸(●)/γ✹(●)✳

❚❤❡♦r❡♠

❚❤❡r❡ ✐s✱ ✉♣ t♦ ✐s♦♠♦r♣❤✐s♠✱ ❛ ✉♥✐q✉❡ ✲❣r♦✉♣ ♦❢ ❝❧❛ss ✸✳

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SLIDE 41

❆r❡ ✸✲❣r♦✉♣s r❡❛❧❧② s♣❡❝✐❛❧❄

▲❡♠♠❛

▲❡t ♣ ❜❡ ❛ ♣r✐♠❡ ♥✉♠❜❡r ❛♥❞ ❧❡t ● ❜❡ ❛ ✜♥✐t❡ ♣✲❣r♦✉♣ ♦❢ ❝❧❛ss ❛t ❧❡❛st ✹✳ ■❢ ✐♥t(●) > ✶✱ t❤❡♥ ♣✲t❤ ♣♦✇❡r✐♥❣ ✐♥❞✉❝❡s ❛ ❜✐❥❡❝t✐♦♥

  • /γ✷(●) → γ✸(●)/γ✹(●)✳

❲❡ ❞❡✜♥❡ ❛ κ✲❣r♦✉♣ t♦ ❜❡ ❛ ✜♥✐t❡ ✸✲❣r♦✉♣ ● ✇✐t❤ |● : γ✷(●)| = ✾ s✉❝❤ t❤❛t ❝✉❜✐♥❣ ✐♥❞✉❝❡s ❛ ❜✐❥❡❝t✐♦♥ ●/γ✷(●) → γ✸(●)/γ✹(●)✳

❚❤❡♦r❡♠

❚❤❡r❡ ✐s✱ ✉♣ t♦ ✐s♦♠♦r♣❤✐s♠✱ ❛ ✉♥✐q✉❡ κ✲❣r♦✉♣ ♦❢ ❝❧❛ss ✸✳

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SLIDE 42

✸✲❣r♦✉♣s ❛r❡ r❡❛❧❧② s♣❡❝✐❛❧

▲❡t ❘ = F✸[ǫ] ❜❡ ♦❢ ❝❛r❞✐♥❛❧✐t② ✾✱ ✇✐t❤ ǫ✷ = ✵✳ ❙❡t ∆ = ❘ + ❘✐ + ❘❥ + ❘✐❥ ✇✐t❤ ❞❡✜♥✐♥❣ r❡❧❛t✐♦♥s ✐✷ = ❥✷ = ǫ ❛♥❞ ❥✐ = −✐❥✳ ❚❤❡ st❛♥❞❛r❞ ✐♥✈♦❧✉t✐♦♥ ✐s ❛ = s + t✐ + ✉❥ + ✈✐❥ → ❛ = s − t✐ − ✉❥ − ✈✐❥. ❲r✐t❡ m = ∆✐ + ∆❥ ❛♥❞ ❞❡✜♥❡ ▼❈(✸) = {① ∈ ✶ + m : ① = ①−✶}✳ ❚❤❡ ❣r♦✉♣ ▼❈ ✸ ❤❛s ♦r❞❡r ✼✷✾✱ ❝❧❛ss ✹✱ ❛♥❞ ✐t ✐s ❛ ✲❣r♦✉♣✳

❚❤❡♦r❡♠

▲❡t ● ❜❡ ❛ ✜♥✐t❡ ✸✲❣r♦✉♣ ♦❢ ❝❧❛ss ❛t ❧❡❛st ✹✳ ❚❤❡♥ ✐♥t ● ✶ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ● ▼❈ ✸ ✳

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SLIDE 43

✸✲❣r♦✉♣s ❛r❡ r❡❛❧❧② s♣❡❝✐❛❧

▲❡t ❘ = F✸[ǫ] ❜❡ ♦❢ ❝❛r❞✐♥❛❧✐t② ✾✱ ✇✐t❤ ǫ✷ = ✵✳ ❙❡t ∆ = ❘ + ❘✐ + ❘❥ + ❘✐❥ ✇✐t❤ ❞❡✜♥✐♥❣ r❡❧❛t✐♦♥s ✐✷ = ❥✷ = ǫ ❛♥❞ ❥✐ = −✐❥✳ ❚❤❡ st❛♥❞❛r❞ ✐♥✈♦❧✉t✐♦♥ ✐s ❛ = s + t✐ + ✉❥ + ✈✐❥ → ❛ = s − t✐ − ✉❥ − ✈✐❥. ❲r✐t❡ m = ∆✐ + ∆❥ ❛♥❞ ❞❡✜♥❡ ▼❈(✸) = {① ∈ ✶ + m : ① = ①−✶}✳ ❚❤❡ ❣r♦✉♣ ▼❈(✸) ❤❛s ♦r❞❡r ✼✷✾✱ ❝❧❛ss ✹✱ ❛♥❞ ✐t ✐s ❛ κ✲❣r♦✉♣✳

❚❤❡♦r❡♠

▲❡t ● ❜❡ ❛ ✜♥✐t❡ ✸✲❣r♦✉♣ ♦❢ ❝❧❛ss ❛t ❧❡❛st ✹✳ ❚❤❡♥ ✐♥t ● ✶ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ● ▼❈ ✸ ✳

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SLIDE 44

✸✲❣r♦✉♣s ❛r❡ r❡❛❧❧② s♣❡❝✐❛❧

▲❡t ❘ = F✸[ǫ] ❜❡ ♦❢ ❝❛r❞✐♥❛❧✐t② ✾✱ ✇✐t❤ ǫ✷ = ✵✳ ❙❡t ∆ = ❘ + ❘✐ + ❘❥ + ❘✐❥ ✇✐t❤ ❞❡✜♥✐♥❣ r❡❧❛t✐♦♥s ✐✷ = ❥✷ = ǫ ❛♥❞ ❥✐ = −✐❥✳ ❚❤❡ st❛♥❞❛r❞ ✐♥✈♦❧✉t✐♦♥ ✐s ❛ = s + t✐ + ✉❥ + ✈✐❥ → ❛ = s − t✐ − ✉❥ − ✈✐❥. ❲r✐t❡ m = ∆✐ + ∆❥ ❛♥❞ ❞❡✜♥❡ ▼❈(✸) = {① ∈ ✶ + m : ① = ①−✶}✳ ❚❤❡ ❣r♦✉♣ ▼❈(✸) ❤❛s ♦r❞❡r ✼✷✾✱ ❝❧❛ss ✹✱ ❛♥❞ ✐t ✐s ❛ κ✲❣r♦✉♣✳

❚❤❡♦r❡♠

▲❡t ● ❜❡ ❛ ✜♥✐t❡ ✸✲❣r♦✉♣ ♦❢ ❝❧❛ss ❛t ❧❡❛st ✹✳ ❚❤❡♥ ✐♥t(●) > ✶ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ● ∼ = ▼❈(✸)✳

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SLIDE 45

❚❤❡ ❛❝t✉❛❧ ❝❧❛ss✐✜❝❛t✐♦♥

slide-46
SLIDE 46