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SLIDE 1
  • ❡♦♠❡tr② ❛♥❞ ❈♦♠♣✉t❡r ❙❝✐❡♥❝❡

P❡s❝❛r❛✱ ❋❡❜r✉❛r② ✵✽✕✶✵✱ ✷✵✶✼

❙❛❣❡▼❛t❤ ❡①♣❡r✐♠❡♥ts ✐♥ ❉✐✛❡r❡♥t✐❛❧ ❛♥❞ ❈♦♠♣❧❡① ●❡♦♠❡tr②

❉❛♥✐❡❧❡ ❆♥❣❡❧❧❛

❉✐♣❛rt✐♠❡♥t♦ ❞✐ ▼❛t❡♠❛t✐❝❛ ❡ ■♥❢♦r♠❛t✐❝❛ ✧❯❧✐ss❡ ❉✐♥✐✧ ❯♥✐✈❡rs✐tà ❞✐ ❋✐r❡♥③❡

❋❡❜r✉❛r② ✵✾✱ ✷✵✶✼

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SLIDE 2

❙✉♠♠❛r②

✓ ✒ ✏ ✑

❙♦❧✈❡ r❡s❡❛r❝❤✲❧❡✈❡❧ ♣r♦❜❧❡♠s ✐♥ ❉✐✛❡r❡♥t✐❛❧ ❛♥❞ ❈♦♠♣❧❡① ●❡♦♠❡tr② ❜② ❙❛❣❡▼❛t❤✳

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SLIDE 3

❙❛❣❡▼❛t❤

✏❙❛❣❡▼❛t❤ ✐s ❛ ❢r❡❡ ♦♣❡♥✲s♦✉r❝❡ ♠❛t❤❡♠❛t✐❝s s♦❢t✇❛r❡ s②st❡♠ ❧✐❝❡♥s❡❞ ✉♥❞❡r t❤❡ ●P▲✳ ■t ❜✉✐❧❞s ♦♥ t♦♣ ♦❢ ♠❛♥② ❡①✐st✐♥❣ ♦♣❡♥✲s♦✉r❝❡ ♣❛❝❦❛❣❡s✿ ◆✉♠P②✱ ❙❝✐P②✱ ♠❛t♣❧♦t❧✐❜✱ ❙②♠♣②✱ ▼❛①✐♠❛✱

  • ❆P✱ ❋▲■◆❚✱ ❘ ❛♥❞ ♠❛♥② ♠♦r❡✳ ❆❝❝❡ss t❤❡✐r ❝♦♠❜✐♥❡❞ ♣♦✇❡r

t❤r♦✉❣❤ ❛ ❝♦♠♠♦♥✱ P②t❤♦♥✲❜❛s❡❞ ❧❛♥❣✉❛❣❡ ♦r ❞✐r❡❝t❧② ✈✐❛ ✐♥t❡r❢❛❝❡s ♦r ✇r❛♣♣❡rs✳✑

❙❛❣❡▼❛t❤✱ t❤❡ ❙❛❣❡ ▼❛t❤❡♠❛t✐❝s ❙♦❢t✇❛r❡ ❙②st❡♠ ✭❱❡rs✐♦♥ ✼✳✸✮✱ ❚❤❡ ❙❛❣❡ ❉❡✈❡❧♦♣❡rs✱ ✷✵✶✻✱ ❤tt♣✿✴✴✇✇✇✳s❛❣❡♠❛t❤✳♦r❣✳ ❤tt♣s✿✴✴❝❧♦✉❞✳s❛❣❡♠❛t❤✳❝♦♠

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SLIDE 4

❉✐✛❡r❡♥t✐❛❧ ●❡♦♠❡tr②

✓ ✒ ✏ ✑

❈❧❛ss✐✜❝❛t✐♦♥ ♦❢ s♦♠❡ ❝❧❛ss ♦❢ ♦❜❥❡❝ts ✉♣ t♦ s♦♠❡ ♥♦t✐♦♥ ♦❢ ❡q✉✐✈❛❧❡♥❝❡ ❜② ♠❡❛♥s ♦❢ s♦♠❡ s♦rt ♦❢ ✐♥✈❛r✐❛♥ts✳ · · · ❣❡♥✉s ✵ ❣❡♥✉s ✶ ❣❡♥✉s ✷ ❣❡♥✉s ✸ ❝s❝ ♣♦s✐t✐✈❡ ❝s❝ ③❡r♦ ❝s❝ ♥❡❣❛t✐✈❡

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SLIDE 5

❉✐✛❡r❡♥t✐❛❧ ●❡♦♠❡tr②

✓ ✒ ✏ ✑

❈❧❛ss✐✜❝❛t✐♦♥ ♦❢ s♦♠❡ ❝❧❛ss ♦❢ ♦❜❥❡❝ts ✉♣ t♦ s♦♠❡ ♥♦t✐♦♥ ♦❢ ❡q✉✐✈❛❧❡♥❝❡ ❜② ♠❡❛♥s ♦❢ s♦♠❡ s♦rt ♦❢ ✐♥✈❛r✐❛♥ts✳ · · · ❣❡♥✉s = ✵ ❣❡♥✉s = ✶ ❣❡♥✉s = ✷ ❣❡♥✉s = ✸ ❝s❝ ♣♦s✐t✐✈❡ ❝s❝ ③❡r♦ ❝s❝ ♥❡❣❛t✐✈❡

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SLIDE 6

❉✐✛❡r❡♥t✐❛❧ ●❡♦♠❡tr②

✓ ✒ ✏ ✑

❈❧❛ss✐✜❝❛t✐♦♥ ♦❢ s♦♠❡ ❝❧❛ss ♦❢ ♦❜❥❡❝ts ✉♣ t♦ s♦♠❡ ♥♦t✐♦♥ ♦❢ ❡q✉✐✈❛❧❡♥❝❡ ❜② ♠❡❛♥s ♦❢ s♦♠❡ s♦rt ♦❢ ✐♥✈❛r✐❛♥ts✳ · · · ❣❡♥✉s = ✵ ❣❡♥✉s = ✶ ❣❡♥✉s = ✷ ❣❡♥✉s = ✸ ❝s❝ ♣♦s✐t✐✈❡ ❝s❝ ③❡r♦ ❝s❝ ♥❡❣❛t✐✈❡

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SLIDE 7

❚✇♦ ♣r♦❜❧❡♠s ✐♥ ❉✐✛❡r❡♥t✐❛❧ ●❡♦♠❡tr②

❲❡ ❢♦❝✉s ♦♥ ❛ ❝❧❛ss ♦❢ ♦❜❥❡❝ts ✇❤✐❝❤ ❤❛✈❡ ❡♥♦✉❣❤ s②♠♠❡tr✐❡s s♦ t❤❛t t❤❡✐r ❣❡♦♠❡tr② ✐s r❡❞✉❝❡❞ ❧✐♥❡❛r❧②✳

❖❜❥❡❝ts ✻✲❞✐♠ ♥✐❧♠❛♥✐❢♦❧❞s ■♥✈❛r✐❛♥ts ❝♦❤♦♠♦❧♦❣✐❡s ❖❜❥❡❝ts ✹✲❞✐♠ ▲✐❡ ❛❧❣❡❜r❛s ■♥✈❛r✐❛♥ts ❧♦❝❛❧❧② ❝♦♥❢♦r♠❛❧ s②♠♣❧❡❝t✐❝ str✉❝t

❉✳ ❆♥❣❡❧❧❛✱ ▼✳ ●✳ ❋r❛♥③✐♥✐✱ ❋✳ ❆✳ ❘♦ss✐✱ ❉❡❣r❡❡ ♦❢ ♥♦♥✲❑ä❤❧❡r✐❛♥✐t② ❢♦r ✻✲❞✐♠❡♥s✐♦♥❛❧ ♥✐❧♠❛♥✐❢♦❧❞s✱ ▼❛♥✉s❝r✐♣t❛ ▼❛t❤✳ ✶✹✽ ✭✷✵✶✺✮✱ ♥♦✳ ✶✲✷✱ ✶✼✼✕✷✶✶✳ ❆✳ ▲❛t♦rr❡✱ ▲✳ ❯❣❛rt❡✱ ❘✳ ❱✐❧❧❛❝❛♠♣❛✱ ❖♥ t❤❡ ❇♦tt✲❈❤❡r♥ ❝♦❤♦♠♦❧♦❣② ❛♥❞ ❜❛❧❛♥❝❡❞ ❍❡r♠✐t✐❛♥ ♥✐❧♠❛♥✐❢♦❧❞s✱ ■♥t❡r♥❛t✳ ❏✳ ▼❛t❤✳ ✷✺ ✭✷✵✶✹✮✱ ♥♦✳ ✻✱ ✶✹✺✵✵✺✼✱ ✷✹ ♣♣✳ ❉✳ ❆♥❣❡❧❧❛✱ ●✳ ❇❛③③♦♥✐✱ ▼✳ P❛rt♦♥✱ ❋♦✉r ❞✐♠❡♥s✐♦♥❛❧ ❧♦❝❛❧❧② ❝♦♥❢♦r♠❛❧ s②♠♣❧❡❝t✐❝ ▲✐❡ ❛❧❣❡❜r❛s✱ ✐♥ ♣r❡♣❛r❛t✐♦♥✳

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SLIDE 8

❚✇♦ ♣r♦❜❧❡♠s ✐♥ ❉✐✛❡r❡♥t✐❛❧ ●❡♦♠❡tr②

❲❡ ❢♦❝✉s ♦♥ ❛ ❝❧❛ss ♦❢ ♦❜❥❡❝ts ✇❤✐❝❤ ❤❛✈❡ ❡♥♦✉❣❤ s②♠♠❡tr✐❡s s♦ t❤❛t t❤❡✐r ❣❡♦♠❡tr② ✐s r❡❞✉❝❡❞ ❧✐♥❡❛r❧②✳

✎ ✍ ☞ ✌

❖❜❥❡❝ts ✻✲❞✐♠ ♥✐❧♠❛♥✐❢♦❧❞s ■♥✈❛r✐❛♥ts ❝♦❤♦♠♦❧♦❣✐❡s

✓ ✒ ✏ ✑

❖❜❥❡❝ts ✹✲❞✐♠ ▲✐❡ ❛❧❣❡❜r❛s ■♥✈❛r✐❛♥ts ❧♦❝❛❧❧② ❝♦♥❢♦r♠❛❧ s②♠♣❧❡❝t✐❝ str✉❝t

❉✳ ❆♥❣❡❧❧❛✱ ▼✳ ●✳ ❋r❛♥③✐♥✐✱ ❋✳ ❆✳ ❘♦ss✐✱ ❉❡❣r❡❡ ♦❢ ♥♦♥✲❑ä❤❧❡r✐❛♥✐t② ❢♦r ✻✲❞✐♠❡♥s✐♦♥❛❧ ♥✐❧♠❛♥✐❢♦❧❞s✱ ▼❛♥✉s❝r✐♣t❛ ▼❛t❤✳ ✶✹✽ ✭✷✵✶✺✮✱ ♥♦✳ ✶✲✷✱ ✶✼✼✕✷✶✶✳ ❆✳ ▲❛t♦rr❡✱ ▲✳ ❯❣❛rt❡✱ ❘✳ ❱✐❧❧❛❝❛♠♣❛✱ ❖♥ t❤❡ ❇♦tt✲❈❤❡r♥ ❝♦❤♦♠♦❧♦❣② ❛♥❞ ❜❛❧❛♥❝❡❞ ❍❡r♠✐t✐❛♥ ♥✐❧♠❛♥✐❢♦❧❞s✱ ■♥t❡r♥❛t✳ ❏✳ ▼❛t❤✳ ✷✺ ✭✷✵✶✹✮✱ ♥♦✳ ✻✱ ✶✹✺✵✵✺✼✱ ✷✹ ♣♣✳ ❉✳ ❆♥❣❡❧❧❛✱ ●✳ ❇❛③③♦♥✐✱ ▼✳ P❛rt♦♥✱ ❋♦✉r ❞✐♠❡♥s✐♦♥❛❧ ❧♦❝❛❧❧② ❝♦♥❢♦r♠❛❧ s②♠♣❧❡❝t✐❝ ▲✐❡ ❛❧❣❡❜r❛s✱ ✐♥ ♣r❡♣❛r❛t✐♦♥✳

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SLIDE 9

◆✐❧♠❛♥✐❢♦❧❞s ❛♥❞ s♦❧✈♠❛♥✐❢♦❧❞s

♠❛♥✐❢♦❧❞ ❂ ♦❜❥❡❝t ❧♦❝❛❧❧② ♠♦❞❡❧❧❡❞ ♦♥ Rn✱ s♦ t♦ ❞❡✜♥❡ ❛ ♥♦t✐♦♥ ♦❢ s♠♦♦t❤ ♠❛♣ ♥✐❧✴s♦❧✈♠❛♥✐❢♦❧❞ ❂ ❤♦♠♦❣❡♥❡♦✉s ♠❛♥✐❢♦❧❞ ♦❢ ❛ ❝♦♥♥❡❝t❡❞ ♥✐❧♣♦t❡♥t✴s♦❧✈❛❜❧❡ ▲✐❡ ❣r♦✉♣ ✐♥✈❛r✐❛♥t ♦❜❥❡❝ts ❢♦r t❤❡ ❛❝t✐♦♥ ♦❢ t❤❡ ▲✐❡ ❣r♦✉♣ ❣✐✈❡ ✭♣❛rt✐❛❧✮ ✐♥❢♦r♠❛t✐♦♥s ♦♥ t❤❡ ❣❡♦♠❡tr② t❤❡② ❛r❡ ❡♥❝♦❞❡❞ ✐♥ t❤❡ ▲✐❡ ❛❧❣❡❜r❛ ❂ ✈❡❝t♦r s♣❛❝❡ ✇✐t❤ ❛ ❞✐✛❡r❡♥t✐❛❧

✭▲❡✐❜♥✐③ r✉❧❡ ❛♥❞ ✵✮

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SLIDE 10

◆✐❧♠❛♥✐❢♦❧❞s ❛♥❞ s♦❧✈♠❛♥✐❢♦❧❞s

♠❛♥✐❢♦❧❞ ❂ ♦❜❥❡❝t ❧♦❝❛❧❧② ♠♦❞❡❧❧❡❞ ♦♥ Rn✱ s♦ t♦ ❞❡✜♥❡ ❛ ♥♦t✐♦♥ ♦❢ s♠♦♦t❤ ♠❛♣ ♥✐❧✴s♦❧✈♠❛♥✐❢♦❧❞ ❂ ❤♦♠♦❣❡♥❡♦✉s ♠❛♥✐❢♦❧❞ ♦❢ ❛ ❝♦♥♥❡❝t❡❞ ♥✐❧♣♦t❡♥t✴s♦❧✈❛❜❧❡ ▲✐❡ ❣r♦✉♣ ✐♥✈❛r✐❛♥t ♦❜❥❡❝ts ❢♦r t❤❡ ❛❝t✐♦♥ ♦❢ t❤❡ ▲✐❡ ❣r♦✉♣ ❣✐✈❡ ✭♣❛rt✐❛❧✮ ✐♥❢♦r♠❛t✐♦♥s ♦♥ t❤❡ ❣❡♦♠❡tr② t❤❡② ❛r❡ ❡♥❝♦❞❡❞ ✐♥ t❤❡ ▲✐❡ ❛❧❣❡❜r❛ ❂ ✈❡❝t♦r s♣❛❝❡ ✇✐t❤ ❛ ❞✐✛❡r❡♥t✐❛❧

✭▲❡✐❜♥✐③ r✉❧❡ ❛♥❞ ✵✮

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SLIDE 11

◆✐❧♠❛♥✐❢♦❧❞s ❛♥❞ s♦❧✈♠❛♥✐❢♦❧❞s

♠❛♥✐❢♦❧❞ ❂ ♦❜❥❡❝t ❧♦❝❛❧❧② ♠♦❞❡❧❧❡❞ ♦♥ Rn✱ s♦ t♦ ❞❡✜♥❡ ❛ ♥♦t✐♦♥ ♦❢ s♠♦♦t❤ ♠❛♣ ♥✐❧✴s♦❧✈♠❛♥✐❢♦❧❞ ❂ ❤♦♠♦❣❡♥❡♦✉s ♠❛♥✐❢♦❧❞ ♦❢ ❛ ❝♦♥♥❡❝t❡❞ ♥✐❧♣♦t❡♥t✴s♦❧✈❛❜❧❡ ▲✐❡ ❣r♦✉♣ ✐♥✈❛r✐❛♥t ♦❜❥❡❝ts ❢♦r t❤❡ ❛❝t✐♦♥ ♦❢ t❤❡ ▲✐❡ ❣r♦✉♣ ❣✐✈❡ ✭♣❛rt✐❛❧✮ ✐♥❢♦r♠❛t✐♦♥s ♦♥ t❤❡ ❣❡♦♠❡tr② t❤❡② ❛r❡ ❡♥❝♦❞❡❞ ✐♥ t❤❡ ▲✐❡ ❛❧❣❡❜r❛ ❂ ✈❡❝t♦r s♣❛❝❡ ✇✐t❤ ❛ ❞✐✛❡r❡♥t✐❛❧

✭▲❡✐❜♥✐③ r✉❧❡ ❛♥❞ ✵✮

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SLIDE 12

◆✐❧♠❛♥✐❢♦❧❞s ❛♥❞ s♦❧✈♠❛♥✐❢♦❧❞s

♠❛♥✐❢♦❧❞ ❂ ♦❜❥❡❝t ❧♦❝❛❧❧② ♠♦❞❡❧❧❡❞ ♦♥ Rn✱ s♦ t♦ ❞❡✜♥❡ ❛ ♥♦t✐♦♥ ♦❢ s♠♦♦t❤ ♠❛♣ ♥✐❧✴s♦❧✈♠❛♥✐❢♦❧❞ ❂ ❤♦♠♦❣❡♥❡♦✉s ♠❛♥✐❢♦❧❞ ♦❢ ❛ ❝♦♥♥❡❝t❡❞ ♥✐❧♣♦t❡♥t✴s♦❧✈❛❜❧❡ ▲✐❡ ❣r♦✉♣ ✐♥✈❛r✐❛♥t ♦❜❥❡❝ts ❢♦r t❤❡ ❛❝t✐♦♥ ♦❢ t❤❡ ▲✐❡ ❣r♦✉♣ ❣✐✈❡ ✭♣❛rt✐❛❧✮ ✐♥❢♦r♠❛t✐♦♥s ♦♥ t❤❡ ❣❡♦♠❡tr② t❤❡② ❛r❡ ❡♥❝♦❞❡❞ ✐♥ t❤❡ ▲✐❡ ❛❧❣❡❜r❛ ❂ ✈❡❝t♦r s♣❛❝❡ Rn ✇✐t❤ ❛ ❞✐✛❡r❡♥t✐❛❧ d : ∧k Rn → ∧k+✶Rn ✭▲❡✐❜♥✐③ r✉❧❡ ❛♥❞ d ◦ d = ✵✮

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SLIDE 13

❈♦❤♦♠♦❧♦❣✐❡s

❝♦❤♦♠♦❧♦❣② ❂ ❛ss✐❣♥s ❛ s❡q✉❡♥❝❡ ♦❢ ❆❜❡❧✐❛♥ ❣r♦✉♣s t♦ ❛ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡ ❡✳❣✳ ❞❡ ❘❤❛♠ ❝♦❤♦♠♦❧♦❣② ❢♦r ♥✐❧✴s♦❧✈♠❛♥✐❢♦❧❞s✿ r❡❝❛❧❧ t❤❛t ✇❡ ❤❛✈❡ ❛ ❞✐✛❡r❡♥t✐❛❧

✇✐t❤ ✵✿ ▲✐❡ ❛❧❣❡❜r❛ ❝♦❤♦♠♦❧♦❣② ❦❡r

✐♠

❚❤♠ ✭◆♦♠✐③✉✮ ❋♦r ♥✐❧♠❛♥✐❢♦❧❞s✱ ❞❡ ❘❤❛♠ ❝♦❤♦♠♦❧♦❣② ❂ ▲✐❡ ❛❧❣❡❜r❛ ❝♦❤♦♠♦❧♦❣②

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SLIDE 14

❈♦❤♦♠♦❧♦❣✐❡s

❝♦❤♦♠♦❧♦❣② ❂ ❛ss✐❣♥s ❛ s❡q✉❡♥❝❡ ♦❢ ❆❜❡❧✐❛♥ ❣r♦✉♣s t♦ ❛ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡ ❡✳❣✳ ❞❡ ❘❤❛♠ ❝♦❤♦♠♦❧♦❣② ❢♦r ♥✐❧✴s♦❧✈♠❛♥✐❢♦❧❞s✿ r❡❝❛❧❧ t❤❛t ✇❡ ❤❛✈❡ ❛ ❞✐✛❡r❡♥t✐❛❧

✇✐t❤ ✵✿ ▲✐❡ ❛❧❣❡❜r❛ ❝♦❤♦♠♦❧♦❣② ❦❡r

✐♠

❚❤♠ ✭◆♦♠✐③✉✮ ❋♦r ♥✐❧♠❛♥✐❢♦❧❞s✱ ❞❡ ❘❤❛♠ ❝♦❤♦♠♦❧♦❣② ❂ ▲✐❡ ❛❧❣❡❜r❛ ❝♦❤♦♠♦❧♦❣②

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SLIDE 15

❈♦❤♦♠♦❧♦❣✐❡s

❝♦❤♦♠♦❧♦❣② ❂ ❛ss✐❣♥s ❛ s❡q✉❡♥❝❡ ♦❢ ❆❜❡❧✐❛♥ ❣r♦✉♣s t♦ ❛ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡ ❡✳❣✳ ❞❡ ❘❤❛♠ ❝♦❤♦♠♦❧♦❣② ❢♦r ♥✐❧✴s♦❧✈♠❛♥✐❢♦❧❞s✿ r❡❝❛❧❧ t❤❛t ✇❡ ❤❛✈❡ ❛ ❞✐✛❡r❡♥t✐❛❧

✇✐t❤ ✵✿ ▲✐❡ ❛❧❣❡❜r❛ ❝♦❤♦♠♦❧♦❣② ❦❡r

✐♠

❚❤♠ ✭◆♦♠✐③✉✮ ❋♦r ♥✐❧♠❛♥✐❢♦❧❞s✱ ❞❡ ❘❤❛♠ ❝♦❤♦♠♦❧♦❣② ❂ ▲✐❡ ❛❧❣❡❜r❛ ❝♦❤♦♠♦❧♦❣②

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SLIDE 16

❈♦❤♦♠♦❧♦❣✐❡s

❝♦❤♦♠♦❧♦❣② ❂ ❛ss✐❣♥s ❛ s❡q✉❡♥❝❡ ♦❢ ❆❜❡❧✐❛♥ ❣r♦✉♣s t♦ ❛ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡ ❡✳❣✳ ❞❡ ❘❤❛♠ ❝♦❤♦♠♦❧♦❣② ❢♦r ♥✐❧✴s♦❧✈♠❛♥✐❢♦❧❞s✿ r❡❝❛❧❧ t❤❛t ✇❡ ❤❛✈❡ ❛ ❞✐✛❡r❡♥t✐❛❧ d : ∧k Rn → ∧k+✶Rn ✇✐t❤ d ◦ d = ✵✿ ▲✐❡ ❛❧❣❡❜r❛ ❝♦❤♦♠♦❧♦❣② ❦❡r d

✐♠ d

❚❤♠ ✭◆♦♠✐③✉✮ ❋♦r ♥✐❧♠❛♥✐❢♦❧❞s✱ ❞❡ ❘❤❛♠ ❝♦❤♦♠♦❧♦❣② ❂ ▲✐❡ ❛❧❣❡❜r❛ ❝♦❤♦♠♦❧♦❣②

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SLIDE 17

❈♦❤♦♠♦❧♦❣✐❡s

❝♦❤♦♠♦❧♦❣② ❂ ❛ss✐❣♥s ❛ s❡q✉❡♥❝❡ ♦❢ ❆❜❡❧✐❛♥ ❣r♦✉♣s t♦ ❛ t♦♣♦❧♦❣✐❝❛❧ s♣❛❝❡ ❡✳❣✳ ❞❡ ❘❤❛♠ ❝♦❤♦♠♦❧♦❣② ❢♦r ♥✐❧✴s♦❧✈♠❛♥✐❢♦❧❞s✿ r❡❝❛❧❧ t❤❛t ✇❡ ❤❛✈❡ ❛ ❞✐✛❡r❡♥t✐❛❧ d : ∧k Rn → ∧k+✶Rn ✇✐t❤ d ◦ d = ✵✿ ▲✐❡ ❛❧❣❡❜r❛ ❝♦❤♦♠♦❧♦❣② ❦❡r d

✐♠ d

❚❤♠ ✭◆♦♠✐③✉✮ ❋♦r ♥✐❧♠❛♥✐❢♦❧❞s✱ ❞❡ ❘❤❛♠ ❝♦❤♦♠♦❧♦❣② ❂ ▲✐❡ ❛❧❣❡❜r❛ ❝♦❤♦♠♦❧♦❣②

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SLIDE 18

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

✬ ✫ ✩ ✪

X ♥✐❧♠❛♥✐❢♦❧❞ ✇✐t❤ ▲✐❡ ❛❧❣❡❜r❛ h✽ := (−✷✸, ✵, ✵, ✵, ✵, ✵)

t❤❛t ✐s✱ h✽ = s♣❛♥ {e✵, . . . , e✺} ✇✐t❤ de✵ = −e✷ ∧ e✸✱ de✶ = · · · = de✺ = ✵ ❛♥❞ ▲❡✐❜♥✐③ r✉❧❡ ✭d(α ∧ β) = dα ∧ β ± α ∧ dβ✮

s❛❣❡✿ ❊ ❂ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✱ ✬❡✬✱ ✻✮ s❛❣❡✿ str❴❡q ❂ ④✭✷✱✸✮✿✲❊✳❣❡♥s✭✮❬✵❪✱ ⑥ s❛❣❡✿ ❞ ❂ ❊✳❝♦❜♦✉♥❞❛r②✭str❴❡q✮ s❛❣❡✿ ❬❞✭❜✮ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪ ❬✲❡✷❫❡✸✱ ✵✱ ✵✱ ✵✱ ✵✱ ✵❪ s❛❣❡✿ ❛❧❧✭❬❞✭❞✭❜✮✮ ❂❂ ✵ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪✮ ❚r✉❡

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SLIDE 19

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

✬ ✫ ✩ ✪

X ♥✐❧♠❛♥✐❢♦❧❞ ✇✐t❤ ▲✐❡ ❛❧❣❡❜r❛ h✽ := (−✷✸, ✵, ✵, ✵, ✵, ✵)

t❤❛t ✐s✱ h✽ = s♣❛♥ {e✵, . . . , e✺} ✇✐t❤ de✵ = −e✷ ∧ e✸✱ de✶ = · · · = de✺ = ✵ ❛♥❞ ▲❡✐❜♥✐③ r✉❧❡ ✭d(α ∧ β) = dα ∧ β ± α ∧ dβ✮

s❛❣❡✿ ❊ ❂ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✱ ✬❡✬✱ ✻✮ s❛❣❡✿ str❴❡q ❂ ④✭✷✱✸✮✿✲❊✳❣❡♥s✭✮❬✵❪✱ ⑥ s❛❣❡✿ ❞ ❂ ❊✳❝♦❜♦✉♥❞❛r②✭str❴❡q✮ s❛❣❡✿ ❬❞✭❜✮ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪ ❬✲❡✷❫❡✸✱ ✵✱ ✵✱ ✵✱ ✵✱ ✵❪ s❛❣❡✿ ❛❧❧✭❬❞✭❞✭❜✮✮ ❂❂ ✵ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪✮ ❚r✉❡

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SLIDE 20

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

✬ ✫ ✩ ✪

X ♥✐❧♠❛♥✐❢♦❧❞ ✇✐t❤ ▲✐❡ ❛❧❣❡❜r❛ h✽ := (−✷✸, ✵, ✵, ✵, ✵, ✵)

t❤❛t ✐s✱ h✽ = s♣❛♥ {e✵, . . . , e✺} ✇✐t❤ de✵ = −e✷ ∧ e✸✱ de✶ = · · · = de✺ = ✵ ❛♥❞ ▲❡✐❜♥✐③ r✉❧❡ ✭d(α ∧ β) = dα ∧ β ± α ∧ dβ✮

s❛❣❡✿ ❊ ❂ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✱ ✬❡✬✱ ✻✮ s❛❣❡✿ str❴❡q ❂ ④✭✷✱✸✮✿✲❊✳❣❡♥s✭✮❬✵❪✱ ⑥ s❛❣❡✿ ❞ ❂ ❊✳❝♦❜♦✉♥❞❛r②✭str❴❡q✮ s❛❣❡✿ ❬❞✭❜✮ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪ ❬✲❡✷❫❡✸✱ ✵✱ ✵✱ ✵✱ ✵✱ ✵❪ s❛❣❡✿ ❛❧❧✭❬❞✭❞✭❜✮✮ ❂❂ ✵ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪✮ ❚r✉❡

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SLIDE 21

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

✬ ✫ ✩ ✪

X ♥✐❧♠❛♥✐❢♦❧❞ ✇✐t❤ ▲✐❡ ❛❧❣❡❜r❛ h✽ := (−✷✸, ✵, ✵, ✵, ✵, ✵)

t❤❛t ✐s✱ h✽ = s♣❛♥ {e✵, . . . , e✺} ✇✐t❤ de✵ = −e✷ ∧ e✸✱ de✶ = · · · = de✺ = ✵ ❛♥❞ ▲❡✐❜♥✐③ r✉❧❡ ✭d(α ∧ β) = dα ∧ β ± α ∧ dβ✮

s❛❣❡✿ ❊ ❂ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✱ ✬❡✬✱ ✻✮ s❛❣❡✿ str❴❡q ❂ ④✭✷✱✸✮✿✲❊✳❣❡♥s✭✮❬✵❪✱ ⑥ s❛❣❡✿ ❞ ❂ ❊✳❝♦❜♦✉♥❞❛r②✭str❴❡q✮ s❛❣❡✿ ❬❞✭❜✮ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪ ❬✲❡✷❫❡✸✱ ✵✱ ✵✱ ✵✱ ✵✱ ✵❪ s❛❣❡✿ ❛❧❧✭❬❞✭❞✭❜✮✮ ❂❂ ✵ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪✮ ❚r✉❡

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SLIDE 22

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

✬ ✫ ✩ ✪

X ♥✐❧♠❛♥✐❢♦❧❞ ✇✐t❤ ▲✐❡ ❛❧❣❡❜r❛ h✽ := (−✷✸, ✵, ✵, ✵, ✵, ✵)

t❤❛t ✐s✱ h✽ = s♣❛♥ {e✵, . . . , e✺} ✇✐t❤ de✵ = −e✷ ∧ e✸✱ de✶ = · · · = de✺ = ✵ ❛♥❞ ▲❡✐❜♥✐③ r✉❧❡ ✭d(α ∧ β) = dα ∧ β ± α ∧ dβ✮

s❛❣❡✿ ❊ ❂ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✱ ✬❡✬✱ ✻✮ s❛❣❡✿ str❴❡q ❂ ④✭✷✱✸✮✿✲❊✳❣❡♥s✭✮❬✵❪✱ ⑥ s❛❣❡✿ ❞ ❂ ❊✳❝♦❜♦✉♥❞❛r②✭str❴❡q✮ s❛❣❡✿ ❬❞✭❜✮ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪ ❬✲❡✷❫❡✸✱ ✵✱ ✵✱ ✵✱ ✵✱ ✵❪ s❛❣❡✿ ❛❧❧✭❬❞✭❞✭❜✮✮ ❂❂ ✵ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪✮ ❚r✉❡

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SLIDE 23

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

s❛❣❡✿ ❝♣❧①❴❞❘ ❂ ❞✳❝❤❛✐♥❴❝♦♠♣❧❡①✭✮ s❛❣❡✿ ❝♣❧①❴❞❘ ❈❤❛✐♥ ❝♦♠♣❧❡① ✇✐t❤ ❛t ♠♦st ✼ ♥♦♥③❡r♦ t❡r♠s ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣ s❛❣❡✿ ❝♣❧①❴❞❘✳❤♦♠♦❧♦❣②✭✮ ④✵✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✶✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✺ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✷✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✸✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✹ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✹✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✺✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✺ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✻✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣⑥

✵ ✻

✶ ✺

✷ ✹

✶✶

✶✹

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SLIDE 24

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

s❛❣❡✿ ❝♣❧①❴❞❘ ❂ ❞✳❝❤❛✐♥❴❝♦♠♣❧❡①✭✮ s❛❣❡✿ ❝♣❧①❴❞❘ ❈❤❛✐♥ ❝♦♠♣❧❡① ✇✐t❤ ❛t ♠♦st ✼ ♥♦♥③❡r♦ t❡r♠s ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣ s❛❣❡✿ ❝♣❧①❴❞❘✳❤♦♠♦❧♦❣②✭✮ ④✵✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✶✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✺ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✷✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✸✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✹ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✹✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✺✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✺ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✻✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣⑥

✵ ✻

✶ ✺

✷ ✹

✶✶

✶✹

slide-25
SLIDE 25

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

s❛❣❡✿ ❝♣❧①❴❞❘ ❂ ❞✳❝❤❛✐♥❴❝♦♠♣❧❡①✭✮ s❛❣❡✿ ❝♣❧①❴❞❘ ❈❤❛✐♥ ❝♦♠♣❧❡① ✇✐t❤ ❛t ♠♦st ✼ ♥♦♥③❡r♦ t❡r♠s ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣ s❛❣❡✿ ❝♣❧①❴❞❘✳❤♦♠♦❧♦❣②✭✮ ④✵✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✶✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✺ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✷✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✸✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✹ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✹✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✺✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✺ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✻✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣⑥

b✵(X) = b✻(X) = ✶, b✶(X) = b✺(X) = ✺, b✷(X) = b✹(X) = ✶✶, b✸(X) = ✶✹.

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SLIDE 26

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

s❛❣❡✿ t ❂ ❝♣✉t✐♠❡✭✮ s❛❣❡✿ ❊ ❂ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✱✬❡✬✱✻✮ s❛❣❡✿ ❢♦r ❛❧❣❡❜r❛ ✐♥ ❛❧❣❴♥✐❧♣❴✻✳❦❡②s✭✮✿ ❞ ❂ ❊✳❝♦❜♦✉♥❞❛r②✭❛❧❣❴♥✐❧♣❴✻❬❛❧❣❡❜r❛❪✮ ❍ ❂ ❞✳❝❤❛✐♥❴❝♦♠♣❧❡①✭✮✳❤♦♠♦❧♦❣②✭✮ P♦✐♥❝❛r❡❴♣♦❧② ❂ s✉♠✭❬❍❬❥❪✳❞✐♠❡♥s✐♦♥✭✮ ✯ ①❫❥ ❭ ❢♦r ❥ ✐♥ r❛♥❣❡✭❧❡♥✭❍✮✮❪✮ ♣r✐♥t ❛❧❣❡❜r❛✱ ✧❭♥❭t✧✱ P♦✐♥❝❛r❡❴♣♦❧② s❛❣❡✿ ❝♣✉t✐♠❡✭t✮ ❭♠❛t❤❢r❛❦④❣⑥❴④✻✳◆✶✽⑥❫④✲✶⑥ ✿ ①❫✻ ✰ ✷✯①❫✺ ✰ ✹✯①❫✹ ✰ ✻✯①❫✸ ✰ ✹✯①❫✷ ✰ ✷✯① ✰ ✶ ✻❭♠❛t❤❢r❛❦④❣⑥❴④✶⑥ ✿ ①❫✻ ✰ ✻✯①❫✺ ✰ ✶✺✯①❫✹ ✰ ✷✵✯①❫✸ ✰ ✶✺✯①❫✷ ✰ ✻✯① ✰ ✶ ❭♠❛t❤❢r❛❦④❣⑥❴④✸✳✶⑥❭♦♣❧✉s ✸❣❴④✶⑥ ✿ ①❫✻ ✰ ✺✯①❫✺ ✰ ✶✶✯①❫✹ ✰ ✶✹✯①❫✸ ✰ ✶✶✯①❫✷ ✰ ✺✯① ✰ ✶ ✳✳✳ ✵✳✼✷✵✵✵✵✵✵✵✵✵✵✵✵✷✹

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SLIDE 27

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

s❛❣❡✿ t ❂ ❝♣✉t✐♠❡✭✮ s❛❣❡✿ ❊ ❂ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✱✬❡✬✱✻✮ s❛❣❡✿ ❢♦r ❛❧❣❡❜r❛ ✐♥ ❛❧❣❴♥✐❧♣❴✻✳❦❡②s✭✮✿ ❞ ❂ ❊✳❝♦❜♦✉♥❞❛r②✭❛❧❣❴♥✐❧♣❴✻❬❛❧❣❡❜r❛❪✮ ❍ ❂ ❞✳❝❤❛✐♥❴❝♦♠♣❧❡①✭✮✳❤♦♠♦❧♦❣②✭✮ P♦✐♥❝❛r❡❴♣♦❧② ❂ s✉♠✭❬❍❬❥❪✳❞✐♠❡♥s✐♦♥✭✮ ✯ ①❫❥ ❭ ❢♦r ❥ ✐♥ r❛♥❣❡✭❧❡♥✭❍✮✮❪✮ ♣r✐♥t ❛❧❣❡❜r❛✱ ✧❭♥❭t✧✱ P♦✐♥❝❛r❡❴♣♦❧② s❛❣❡✿ ❝♣✉t✐♠❡✭t✮ ❭♠❛t❤❢r❛❦④❣⑥❴④✻✳◆✶✽⑥❫④✲✶⑥ ✿ ①❫✻ ✰ ✷✯①❫✺ ✰ ✹✯①❫✹ ✰ ✻✯①❫✸ ✰ ✹✯①❫✷ ✰ ✷✯① ✰ ✶ ✻❭♠❛t❤❢r❛❦④❣⑥❴④✶⑥ ✿ ①❫✻ ✰ ✻✯①❫✺ ✰ ✶✺✯①❫✹ ✰ ✷✵✯①❫✸ ✰ ✶✺✯①❫✷ ✰ ✻✯① ✰ ✶ ❭♠❛t❤❢r❛❦④❣⑥❴④✸✳✶⑥❭♦♣❧✉s ✸❣❴④✶⑥ ✿ ①❫✻ ✰ ✺✯①❫✺ ✰ ✶✶✯①❫✹ ✰ ✶✹✯①❫✸ ✰ ✶✶✯①❫✷ ✰ ✺✯① ✰ ✶ ✳✳✳ ✵✳✼✷✵✵✵✵✵✵✵✵✵✵✵✵✷✹

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SLIDE 28

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

■♥tr♦❞✉❝✐♥❣ ❛ ❝♦♠♣❧❡① str✉❝t✉r❡✿

s❛❣❡✿ ♠❛t❴❏ ❂ ♠❛tr✐①✭✻✱✻✱❬❬ ✵✱✲✶✱ ✵✱ ✵✱ ✵✱ ✵❪✱ ❭ ❬ ✶✱ ✵✱ ✵✱ ✵✱ ✵✱ ✵❪✱ ❭ ❬ ✵✱ ✵✱ ✵✱✲✶✱ ✵✱ ✵❪✱ ❭ ❬ ✵✱ ✵✱ ✶✱ ✵✱ ✵✱ ✵❪✱ ❭ ❬ ✵✱ ✵✱ ✵✱ ✵✱ ✵✱✲✶❪✱ ❭ ❬ ✵✱ ✵✱ ✵✱ ✵✱ ✶✱ ✵❪❪✮ s❛❣❡✿ ❏ ❂ ❊✳❧✐❢t❴♠♦r♣❤✐s♠✭♠❛t❴❏✮ s❛❣❡✿ ❢♦r ❥ ✐♥ r❛♥❣❡✭✸✮✿ ✈❛r♣❤✐❬❥❪ ❂ ❊✳❣❡♥s✭✮❬✷✯❥❪ ✲ ■ ✯ ❏✭❊✳❣❡♥s✭✮❬✷✯❥❪✮ ♣r✐♥t ✈❛r♣❤✐❬❥❪✱ ✧⑤✲✲❃✧✱ ❏✭✈❛r♣❤✐❬❥❪✮ ❡✵ ✲ ■✯❡✶ ⑤✲✲❃ ■✯❡✵ ✰ ❡✶ ❡✷ ✲ ■✯❡✸ ⑤✲✲❃ ■✯❡✷ ✰ ❡✸ ❡✹ ✲ ■✯❡✺ ⑤✲✲❃ ■✯❡✹ ✰ ❡✺

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SLIDE 29

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

■♥tr♦❞✉❝✐♥❣ ❛ ❝♦♠♣❧❡① str✉❝t✉r❡✿

s❛❣❡✿ ♠❛t❴❏ ❂ ♠❛tr✐①✭✻✱✻✱❬❬ ✵✱✲✶✱ ✵✱ ✵✱ ✵✱ ✵❪✱ ❭ ❬ ✶✱ ✵✱ ✵✱ ✵✱ ✵✱ ✵❪✱ ❭ ❬ ✵✱ ✵✱ ✵✱✲✶✱ ✵✱ ✵❪✱ ❭ ❬ ✵✱ ✵✱ ✶✱ ✵✱ ✵✱ ✵❪✱ ❭ ❬ ✵✱ ✵✱ ✵✱ ✵✱ ✵✱✲✶❪✱ ❭ ❬ ✵✱ ✵✱ ✵✱ ✵✱ ✶✱ ✵❪❪✮ s❛❣❡✿ ❏ ❂ ❊✳❧✐❢t❴♠♦r♣❤✐s♠✭♠❛t❴❏✮ s❛❣❡✿ ❢♦r ❥ ✐♥ r❛♥❣❡✭✸✮✿ ✈❛r♣❤✐❬❥❪ ❂ ❊✳❣❡♥s✭✮❬✷✯❥❪ ✲ ■ ✯ ❏✭❊✳❣❡♥s✭✮❬✷✯❥❪✮ ♣r✐♥t ✈❛r♣❤✐❬❥❪✱ ✧⑤✲✲❃✧✱ ❏✭✈❛r♣❤✐❬❥❪✮ ❡✵ ✲ ■✯❡✶ ⑤✲✲❃ ■✯❡✵ ✰ ❡✶ ❡✷ ✲ ■✯❡✸ ⑤✲✲❃ ■✯❡✷ ✰ ❡✸ ❡✹ ✲ ■✯❡✺ ⑤✲✲❃ ■✯❡✹ ✰ ❡✺

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SLIDE 30

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

s❛❣❡✿ ❊✳❁✈❛r♣❤✐✵✱ ✈❛r♣❤✐✶✱ ✈❛r♣❤✐✷✱ ❭ ❜❛r✈❛r♣❤✐✵✱ ❜❛r✈❛r♣❤✐✶✱ ❜❛r✈❛r♣❤✐✷❃ ❂ ❭ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✮ s❛❣❡✿ str❴❡q ❂ ④✭✶✱✹✮✿ ■✴✷ ✯ ✈❛r♣❤✐✵ ✰ ■✴✷ ✯ ❜❛r✈❛r♣❤✐✵⑥ s❛❣❡✿ ❞❡❧❜❛r ❂ ❊✳❝♦❜♦✉♥❞❛r②✭str❴❡q✮ s❛❣❡✿ ❍❉♦❧ ❂ ❞❡❧❜❛r✳❝❤❛✐♥❴❝♦♠♣❧❡①✭✮✳❤♦♠♦❧♦❣②✭✮ ❀ ❍❉♦❧ ④✵✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✶✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✺ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✷✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✸✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✹ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✹✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✺✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✺ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✻✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣⑥

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SLIDE 31

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

s❛❣❡✿ ❊✳❁✈❛r♣❤✐✵✱ ✈❛r♣❤✐✶✱ ✈❛r♣❤✐✷✱ ❭ ❜❛r✈❛r♣❤✐✵✱ ❜❛r✈❛r♣❤✐✶✱ ❜❛r✈❛r♣❤✐✷❃ ❂ ❭ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✮ s❛❣❡✿ str❴❡q ❂ ④✭✶✱✹✮✿ ■✴✷ ✯ ✈❛r♣❤✐✵ ✰ ■✴✷ ✯ ❜❛r✈❛r♣❤✐✵⑥ s❛❣❡✿ ❞❡❧❜❛r ❂ ❊✳❝♦❜♦✉♥❞❛r②✭str❴❡q✮ s❛❣❡✿ ❍❉♦❧ ❂ ❞❡❧❜❛r✳❝❤❛✐♥❴❝♦♠♣❧❡①✭✮✳❤♦♠♦❧♦❣②✭✮ ❀ ❍❉♦❧ ④✵✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✶✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✺ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✷✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✸✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✹ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✹✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✺✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✺ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣✱ ✻✿ ❱❡❝t♦r s♣❛❝❡ ♦❢ ❞✐♠❡♥s✐♦♥ ✶ ♦✈❡r ❙②♠❜♦❧✐❝ ❘✐♥❣⑥

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SLIDE 32

❈♦❤♦♠♦❧♦❣✐❡s ✇✐t❤ ❙❛❣❡▼❛t❤

❈❡❜❛❧❧♦s✲❖t❛❧✲❯❣❛rt❡✲❱✐❧❧❛❝❛♠♣❛ ❝❧❛ss✐❢② ✐♥✈❛r✐❛♥t ❝♦♠♣❧❡① str✉❝t✉r❡s ♦♥ ✻✲❞✐♠❡♥s✐♦♥❛❧ ♥✐❧♠❛♥✐❢♦❧❞s ✐♥ ✐♥✜♥✐t❡ ❢❛♠✐❧✐❡s ♦t❤❡r ❝♦❤♦♠♦❧♦❣✐❡s✿ ❇♦tt✲❈❤❡r♥ ❛♥❞ ❆❡♣♣❧✐

s❛❣❡✿ ❤❉♦❧ ❂ ④⑥ s❛❣❡✿ ❢♦r ❥ ✐♥ r❛♥❣❡✭❧❡♥✭❊✳❣❡♥s✭✮✮✰✶✮✿ ❱ ❂ ❱❡❝t♦r❙♣❛❝❡✭❙❘✱❧❡♥✭❊✳❜❛s✐s✭❥✮✮✮ ❩ ❂ ❱✳s✉❜s♣❛❝❡✭❞❴♠❛t❬❥❪✳tr❛♥s♣♦s❡✭✮✳❦❡r♥❡❧✭✮✮ ❇ ❂ ❩✳s✉❜s♣❛❝❡✭❬❱✭❬❞❴♠❛t❬❥✲✶❪❬❤✱❦❪ ❭ ❢♦r ❤ ✐♥ r❛♥❣❡✭❞❴♠❛t❬❥✲✶❪✳♥r♦✇s✭✮✮❪✮ ❭ ❢♦r ❦ ✐♥ r❛♥❣❡✭❞❴♠❛t❬❥✲✶❪✳♥❝♦❧s✭✮✮❪✮ ❍ ❂ ❩✳q✉♦t✐❡♥t✭❇✮ ❤❉♦❧❬❥❪ ❂ ❞✐♠✭❍✮ s❛❣❡✿ ❤❉♦❧ ④✵✿ ✶✱ ✶✿ ✸✱ ✷✿ ✺✱ ✸✿ ✻✱ ✹✿ ✺✱ ✺✿ ✸✱ ✻✿ ✶⑥

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SLIDE 33

❧❝s str✉❝t✉r❡s

s②♠♣❧❡❝t✐❝ ❂ ♥♦♥✲❞❡❣❡♥❡r❛t❡ ✷✲❢♦r♠ ω s✉❝❤ t❤❛t dω = ✵ ❧♦❝❛❧❧② ❝♦♥❢♦r♠❛❧❧② s②♠♣❧❡❝t✐❝ ✭❧❝s✮ ❂ ❧♦❝❛❧❧②✱ ✉♣ t♦ ❝♦♥❢♦r♠❛❧ ❝❤❛♥❣❡✱ ♦❢ t❤❡ t②♣❡ ❛❜♦✈❡✿ dω = ϑ ∧ ω ✇✐t❤ dϑ = ✵

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SLIDE 34

❧❝s str✉❝t✉r❡s

✤ ✣ ✜ ✢

❝❧❛ss✐❢② ❧❝s str✉❝t✉r❡ ♦♥ ✹✲❞✐♠❡♥s✐♦♥❛❧ ▲✐❡ ❛❧❣❡❜r❛ r✹ = (✵✸ + ✶✸, ✶✸ + ✷✸, ✷✸, ✵)

s❛❣❡✿ ❊ ❂ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✱ ✬❡✬✱ ✹✮ s❛❣❡✿ str❴❡q ❂ ④ ✭✵✱✸✮ ✿ ❊✳❣❡♥s✭✮❬✵❪✱ ✭✶✱✸✮ ✿ ❊✳❣❡♥s✭✮❬✵❪ ✰ ❊✳❣❡♥s✭✮❬✶❪✱ ✭✷✱✸✮ ✿ ❊✳❣❡♥s✭✮❬✶❪ ✰ ❊✳❣❡♥s✭✮❬✷❪✱ ⑥ s❛❣❡✿ ❞ ❂ ❊✳❝♦❜♦✉♥❞❛r②✭str❴❡q✮ s❛❣❡✿ ♣r✐♥t✭❬❞✭❜✮ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪✮ ❬❡✵❫❡✸ ✰ ❡✶❫❡✸✱ ❡✶❫❡✸ ✰ ❡✷❫❡✸✱ ❡✷❫❡✸✱ ✵❪

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SLIDE 35

❧❝s str✉❝t✉r❡s

✤ ✣ ✜ ✢

❝❧❛ss✐❢② ❧❝s str✉❝t✉r❡ ♦♥ ✹✲❞✐♠❡♥s✐♦♥❛❧ ▲✐❡ ❛❧❣❡❜r❛ r✹ = (✵✸ + ✶✸, ✶✸ + ✷✸, ✷✸, ✵)

s❛❣❡✿ ❊ ❂ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✱ ✬❡✬✱ ✹✮ s❛❣❡✿ str❴❡q ❂ ④ ✭✵✱✸✮ ✿ ❊✳❣❡♥s✭✮❬✵❪✱ ✭✶✱✸✮ ✿ ❊✳❣❡♥s✭✮❬✵❪ ✰ ❊✳❣❡♥s✭✮❬✶❪✱ ✭✷✱✸✮ ✿ ❊✳❣❡♥s✭✮❬✶❪ ✰ ❊✳❣❡♥s✭✮❬✷❪✱ ⑥ s❛❣❡✿ ❞ ❂ ❊✳❝♦❜♦✉♥❞❛r②✭str❴❡q✮ s❛❣❡✿ ♣r✐♥t✭❬❞✭❜✮ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪✮ ❬❡✵❫❡✸ ✰ ❡✶❫❡✸✱ ❡✶❫❡✸ ✰ ❡✷❫❡✸✱ ❡✷❫❡✸✱ ✵❪

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SLIDE 36

❧❝s str✉❝t✉r❡s

✤ ✣ ✜ ✢

❝❧❛ss✐❢② ❧❝s str✉❝t✉r❡ ♦♥ ✹✲❞✐♠❡♥s✐♦♥❛❧ ▲✐❡ ❛❧❣❡❜r❛ r✹ = (✵✸ + ✶✸, ✶✸ + ✷✸, ✷✸, ✵)

s❛❣❡✿ ❊ ❂ ❊①t❡r✐♦r❆❧❣❡❜r❛✭❙❘✱ ✬❡✬✱ ✹✮ s❛❣❡✿ str❴❡q ❂ ④ ✭✵✱✸✮ ✿ ❊✳❣❡♥s✭✮❬✵❪✱ ✭✶✱✸✮ ✿ ❊✳❣❡♥s✭✮❬✵❪ ✰ ❊✳❣❡♥s✭✮❬✶❪✱ ✭✷✱✸✮ ✿ ❊✳❣❡♥s✭✮❬✶❪ ✰ ❊✳❣❡♥s✭✮❬✷❪✱ ⑥ s❛❣❡✿ ❞ ❂ ❊✳❝♦❜♦✉♥❞❛r②✭str❴❡q✮ s❛❣❡✿ ♣r✐♥t✭❬❞✭❜✮ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪✮ ❬❡✵❫❡✸ ✰ ❡✶❫❡✸✱ ❡✶❫❡✸ ✰ ❡✷❫❡✸✱ ❡✷❫❡✸✱ ✵❪

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SLIDE 37

❧❝s str✉❝t✉r❡s

dϑ = ✵ ❛♥❞ dω = ϑ ∧ ω

s❛❣❡✿ t❤❡t❛❝♦❡❢❢ ❂ ✈❛r✭❬✧t❤❡t❛✪❞✧ ✪ ❥ ❭ ❢♦r ❥ ✐♥ r❛♥❣❡✭❧❡♥✭❊✳❜❛s✐s✭✶✮✮✮❪✮ s❛❣❡✿ t❤❡t❛ ❂ s✉♠✭❬t❤❡t❛❝♦❡❢❢❬❥❪ ✯ ❊✳❣❡♥s✭✮❬❥❪ ❭ ❢♦r ❥ ✐♥ r❛♥❣❡✭❧❡♥✭❊✳❜❛s✐s✭✶✮✮✮❪✮ s❛❣❡✿ ❞✭t❤❡t❛✮

✵ ✵ ✸ ✵ ✶ ✶ ✸ ✶ ✷ ✷ ✸

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SLIDE 38

❧❝s str✉❝t✉r❡s

dϑ = ✵ ❛♥❞ dω = ϑ ∧ ω

s❛❣❡✿ t❤❡t❛❝♦❡❢❢ ❂ ✈❛r✭❬✧t❤❡t❛✪❞✧ ✪ ❥ ❭ ❢♦r ❥ ✐♥ r❛♥❣❡✭❧❡♥✭❊✳❜❛s✐s✭✶✮✮✮❪✮ s❛❣❡✿ t❤❡t❛ ❂ s✉♠✭❬t❤❡t❛❝♦❡❢❢❬❥❪ ✯ ❊✳❣❡♥s✭✮❬❥❪ ❭ ❢♦r ❥ ✐♥ r❛♥❣❡✭❧❡♥✭❊✳❜❛s✐s✭✶✮✮✮❪✮ s❛❣❡✿ ❞✭t❤❡t❛✮

ϑ✵e✵ ∧ e✸ + (ϑ✵ + ϑ✶)e✶ ∧ e✸ + (ϑ✶ + ϑ✷)e✷ ∧ e✸

slide-39
SLIDE 39

❧❝s str✉❝t✉r❡s

dϑ = ✵ ❛♥❞ dω = ϑ ∧ ω

s❛❣❡✿ t❤❡t❛ ❂ t❤❡t❛✸ ✯ ❡✸ s❛❣❡✿ ❖♠❡❣❛❝♦❡❢❢ ❂ ✈❛r✭❬✧♦♠❡❣❛✪❞✪❞✧ ✪ ✭✐✱❥✮ ❭ ❢♦r ✐ ✐♥ r❛♥❣❡✭❧❡♥✭❊✳❜❛s✐s✭✶✮✮✮ ❭ ❢♦r ❥ ✐♥ r❛♥❣❡✭✐✰✶✱❧❡♥✭❊✳❜❛s✐s✭✶✮✮✮❪✮ s❛❣❡✿ ❖♠❡❣❛ ❂ s✉♠✭❬❖♠❡❣❛❝♦❡❢❢❬❥❪ ✯ ❧✐st✭❊✳❜❛s✐s✭✷✮✮❬❥❪ ❭ ❢♦r ❥ ✐♥ r❛♥❣❡✭❧❡♥✭❊✳❜❛s✐s✭✷✮✮✮❪✮ s❛❣❡✿ ❞✭❖♠❡❣❛✮ ✲ t❤❡t❛ ✯ ❖♠❡❣❛

✵✶ ✸

✵✶ ✵ ✶ ✸ ✵✷ ✸ ✵✶

✵✷ ✵ ✷ ✸ ✶✷ ✸ ✵✷

✶✷ ✶ ✷ ✸

slide-40
SLIDE 40

❧❝s str✉❝t✉r❡s

dϑ = ✵ ❛♥❞ dω = ϑ ∧ ω

s❛❣❡✿ t❤❡t❛ ❂ t❤❡t❛✸ ✯ ❡✸ s❛❣❡✿ ❖♠❡❣❛❝♦❡❢❢ ❂ ✈❛r✭❬✧♦♠❡❣❛✪❞✪❞✧ ✪ ✭✐✱❥✮ ❭ ❢♦r ✐ ✐♥ r❛♥❣❡✭❧❡♥✭❊✳❜❛s✐s✭✶✮✮✮ ❭ ❢♦r ❥ ✐♥ r❛♥❣❡✭✐✰✶✱❧❡♥✭❊✳❜❛s✐s✭✶✮✮✮❪✮ s❛❣❡✿ ❖♠❡❣❛ ❂ s✉♠✭❬❖♠❡❣❛❝♦❡❢❢❬❥❪ ✯ ❧✐st✭❊✳❜❛s✐s✭✷✮✮❬❥❪ ❭ ❢♦r ❥ ✐♥ r❛♥❣❡✭❧❡♥✭❊✳❜❛s✐s✭✷✮✮✮❪✮ s❛❣❡✿ ❞✭❖♠❡❣❛✮ ✲ t❤❡t❛ ✯ ❖♠❡❣❛

(−ω✵✶ϑ✸ − ✷ ω✵✶) e✵∧e✶∧e✸+(−ω✵✷ϑ✸ − ω✵✶ − ✷ ω✵✷) e✵∧e✷∧e✸ + (−ω✶✷ϑ✸ − ω✵✷ − ✷ ω✶✷) e✶ ∧ e✷ ∧ e✸

slide-41
SLIDE 41

❧❝s str✉❝t✉r❡s

✐❢ ϑ✸ = −✷✱ t❤❡♥ ω✵✶ = ω✵✷ = ω✶✷ = ✵❀ t❤❡♥ Ω✷ = ✵✱ s♦ Ω ✐s ❞❡❣❡♥❡r❛t❡ ✐❢ ϑ✸ = −✷✱ t❤❡♥ ✇❡ ❣❡t t❤❡ ❧❝s str✉❝t✉r❡s ϑ = −✷ · e✸ Ω = ω✵✸ · e✵ ∧ e✸ + ω✶✷ · e✶ ∧ e✷ + ω✶✸ · e✶ ∧ e✸ + ω✷✸ · e✷ ∧ e✸ ✇❤❡r❡ ω✷✸, ω✶✸, ω✶✷, ω✵✸ ∈ R s❛t✐s❢② ω✶✷ · ω✵✸ = ✵

slide-42
SLIDE 42

❧❝s str✉❝t✉r❡s

❆r❡ t❤❡② ❡q✉✐✈❛❧❡♥t❄ ❊q✉✐✈❛❧❡♥❝❡s ♦❢ t❤❡ ▲✐❡ ❛❧❣❡❜r❛ ❛r❡ ✐♥❞✉❝❡❞ ❜② ✐♥✈❡rt✐❜❧❡ ♠❛tr✐❝❡s

✵✵ ✵✶ ✵✷ ✵✸ ✶✵ ✶✶ ✶✷ ✶✸ ✷✵ ✷✶ ✷✷ ✷✸ ✸✵ ✸✶ ✸✷ ✸✸

s✉❝❤ t❤❛t ❴ ❴

slide-43
SLIDE 43

❧❝s str✉❝t✉r❡s

❆r❡ t❤❡② ❡q✉✐✈❛❧❡♥t❄ ❊q✉✐✈❛❧❡♥❝❡s ψ ♦❢ t❤❡ ▲✐❡ ❛❧❣❡❜r❛ ❛r❡ ✐♥❞✉❝❡❞ ❜② ✐♥✈❡rt✐❜❧❡ ♠❛tr✐❝❡s     a✵✵ a✵✶ a✵✷ a✵✸ a✶✵ a✶✶ a✶✷ a✶✸ a✷✵ a✷✶ a✷✷ a✷✸ a✸✵ a✸✶ a✸✷ a✸✸     s✉❝❤ t❤❛t ψ(d(❴)) = d(ψ(❴))

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SLIDE 44

❧❝s str✉❝t✉r❡s

    

✶ ω✵✸

✵ ✵ ✵ ✵

✶ ω✵✸

✵ ✵ ✵ ✵

✶ ω✵✸

✵ ✵

ω✵✶ ω✵✷

− ω✶✷

ω✵✷

✶     

s❛❣❡✿ ♠❛t✶ ❂ ♠❛tr✐①✭✹✱ ✹✱ ❬ ✳✳✳ ❪✮ s❛❣❡✿ ♠♦r♣❤✐s♠✶ ❂ ❊✳❧✐❢t❴♠♦r♣❤✐s♠✭♠❛t✶✮ s❛❣❡✿ ❛❧❧✭❬♠♦r♣❤✐s♠✶✭❞✭❜✮✮ ❂❂ ❞✭♠♦r♣❤✐s♠✶✭❜✮✮ ❭ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪✮ ❚r✉❡ s❛❣❡✿ ♠❛t✶✳❞❡t❡r♠✐♥❛♥t✭✮ ♦♠❡❣❛✵✸❫✭✲✸✮

slide-45
SLIDE 45

❧❝s str✉❝t✉r❡s

    

✶ ω✵✸

✵ ✵ ✵ ✵

✶ ω✵✸

✵ ✵ ✵ ✵

✶ ω✵✸

✵ ✵

ω✵✶ ω✵✷

− ω✶✷

ω✵✷

✶     

s❛❣❡✿ ♠❛t✶ ❂ ♠❛tr✐①✭✹✱ ✹✱ ❬ ✳✳✳ ❪✮ s❛❣❡✿ ♠♦r♣❤✐s♠✶ ❂ ❊✳❧✐❢t❴♠♦r♣❤✐s♠✭♠❛t✶✮ s❛❣❡✿ ❛❧❧✭❬♠♦r♣❤✐s♠✶✭❞✭❜✮✮ ❂❂ ❞✭♠♦r♣❤✐s♠✶✭❜✮✮ ❭ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪✮ ❚r✉❡ s❛❣❡✿ ♠❛t✶✳❞❡t❡r♠✐♥❛♥t✭✮ ♦♠❡❣❛✵✸❫✭✲✸✮

slide-46
SLIDE 46

❧❝s str✉❝t✉r❡s

    

✶ ω✵✸

✵ ✵ ✵ ✵

✶ ω✵✸

✵ ✵ ✵ ✵

✶ ω✵✸

✵ ✵

ω✵✶ ω✵✷

− ω✶✷

ω✵✷

✶     

s❛❣❡✿ ♠❛t✶ ❂ ♠❛tr✐①✭✹✱ ✹✱ ❬ ✳✳✳ ❪✮ s❛❣❡✿ ♠♦r♣❤✐s♠✶ ❂ ❊✳❧✐❢t❴♠♦r♣❤✐s♠✭♠❛t✶✮ s❛❣❡✿ ❛❧❧✭❬♠♦r♣❤✐s♠✶✭❞✭❜✮✮ ❂❂ ❞✭♠♦r♣❤✐s♠✶✭❜✮✮ ❭ ❢♦r ❜ ✐♥ ❊✳❣❡♥s✭✮❪✮ ❚r✉❡ s❛❣❡✿ ♠❛t✶✳❞❡t❡r♠✐♥❛♥t✭✮ ♦♠❡❣❛✵✸❫✭✲✸✮

slide-47
SLIDE 47

❧❝s str✉❝t✉r❡s

s❛❣❡✿ t❤❡t❛ ❂ ♠♦r♣❤✐s♠✶✭t❤❡t❛✮ s❛❣❡✿ ❖♠❡❣❛ ❂ ♠♦r♣❤✐s♠✶✭❖♠❡❣❛✮ s❛❣❡✿ t❤❡t❛ ❀ ❖♠❡❣❛ ✲✷✯❡✸ ❡✵❫❡✸ ✰ r✹✴r✺❫✷✯❡✶❫❡✷

✸ ✵ ✸ ✶ ✸

❢♦r ✵

slide-48
SLIDE 48

❧❝s str✉❝t✉r❡s

s❛❣❡✿ t❤❡t❛ ❂ ♠♦r♣❤✐s♠✶✭t❤❡t❛✮ s❛❣❡✿ ❖♠❡❣❛ ❂ ♠♦r♣❤✐s♠✶✭❖♠❡❣❛✮ s❛❣❡✿ t❤❡t❛ ❀ ❖♠❡❣❛ ✲✷✯❡✸ ❡✵❫❡✸ ✰ r✹✴r✺❫✷✯❡✶❫❡✷

✸ ✵ ✸ ✶ ✸

❢♦r ✵

slide-49
SLIDE 49

❧❝s str✉❝t✉r❡s

s❛❣❡✿ t❤❡t❛ ❂ ♠♦r♣❤✐s♠✶✭t❤❡t❛✮ s❛❣❡✿ ❖♠❡❣❛ ❂ ♠♦r♣❤✐s♠✶✭❖♠❡❣❛✮ s❛❣❡✿ t❤❡t❛ ❀ ❖♠❡❣❛ ✲✷✯❡✸ ❡✵❫❡✸ ✰ r✹✴r✺❫✷✯❡✶❫❡✷

  • ϑ

= −✷ · e✸ Ω = e✵ ∧ e✸ + σ · e✶ ∧ e✸, ❢♦r σ = ✵

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SLIDE 50

❧❝s str✉❝t✉r❡s

❆r❡ t❤❡② ❞✐✛❡r❡♥t❄

s❛❣❡✿ t❤❡t❛ ❂ ✲✷ ✯ ❊✳❣❡♥s✭✮❬✸❪ s❛❣❡✿ ✈❛r❴❖♠❡❣❛ ❂ ✈❛r✭✧s✐❣♠❛✶ s✐❣♠❛✷✧✮ s❛❣❡✿ ❖♠❡❣❛✶ ❂ ✳✳✳ ✰ s✐❣♠❛✶ ✯ ❊✳❣❡♥s✭✮❬✶❪ ✯ ❊✳❣❡♥s✭✮❬✷❪ s❛❣❡✿ ❖♠❡❣❛✷ ❂ ✳✳✳ ✰ s✐❣♠❛✷ ✯ ❊✳❣❡♥s✭✮❬✶❪ ✯ ❊✳❣❡♥s✭✮❬✷❪ s❛❣❡✿ ✈❛r❴♠❛t ❂ ✈❛r✭❬✧❛✪❞✪❞✧ ✪ ✭✐✱❥✮ ❢♦r ✳✳✳❪✮ s❛❣❡✿ ♠❛t ❂ ♠❛tr✐①✭❧❡♥✭❊✳❣❡♥s✭✮✮✱ ❧❡♥✭❊✳❣❡♥s✭✮✮✱ ❧✐st✭✈❛r❴♠❛t✮✮ s❛❣❡✿ ♠♦r♣❤✐s♠ ❂ ❊✳❧✐❢t❴♠♦r♣❤✐s♠✭♠❛t✮ s❛❣❡✿ ❆♥❡❧❧♦ ❂ ◗◗❬✈❛r❴♠❛t ✰ ✈❛r❴❖♠❡❣❛❪ s❛❣❡✿ ✐❞❡❛❧✵ ❂❬✭❞✭♠♦r♣❤✐s♠✭❜✮✮ ✲ ♠♦r♣❤✐s♠✭❞✭❜✮✮✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✷✮ ❢♦r ❜ ✐♥ ❊✳❜❛s✐s✭✶✮❪ s❛❣❡✿ ✐❞❡❛❧✶ ❂ ❬✭♠♦r♣❤✐s♠✭t❤❡t❛✮ ✲ t❤❡t❛✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✶✮❪ s❛❣❡✿ ✐❞❡❛❧✶ ✰❂ ❬✭♠♦r♣❤✐s♠✭❖♠❡❣❛✶✮ ✲ ❖♠❡❣❛✷✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✷✮❪ s❛❣❡✿ ❇ ❂ ❆♥❡❧❧♦✳✐❞❡❛❧✭✐❞❡❛❧✵ ✰ ✐❞❡❛❧✶✮✳❣r♦❡❜♥❡r❴❜❛s✐s✭✮ ❀ ❇ ❬❛✷✶❫✷ ✰ ❛✸✶✯s✐❣♠❛✷ ✲ ❛✷✵✱ ✳✳✳✱ s✐❣♠❛✶ ✲ s✐❣♠❛✷❪

slide-51
SLIDE 51

❧❝s str✉❝t✉r❡s

❆r❡ t❤❡② ❞✐✛❡r❡♥t❄

s❛❣❡✿ t❤❡t❛ ❂ ✲✷ ✯ ❊✳❣❡♥s✭✮❬✸❪ s❛❣❡✿ ✈❛r❴❖♠❡❣❛ ❂ ✈❛r✭✧s✐❣♠❛✶ s✐❣♠❛✷✧✮ s❛❣❡✿ ❖♠❡❣❛✶ ❂ ✳✳✳ ✰ s✐❣♠❛✶ ✯ ❊✳❣❡♥s✭✮❬✶❪ ✯ ❊✳❣❡♥s✭✮❬✷❪ s❛❣❡✿ ❖♠❡❣❛✷ ❂ ✳✳✳ ✰ s✐❣♠❛✷ ✯ ❊✳❣❡♥s✭✮❬✶❪ ✯ ❊✳❣❡♥s✭✮❬✷❪ s❛❣❡✿ ✈❛r❴♠❛t ❂ ✈❛r✭❬✧❛✪❞✪❞✧ ✪ ✭✐✱❥✮ ❢♦r ✳✳✳❪✮ s❛❣❡✿ ♠❛t ❂ ♠❛tr✐①✭❧❡♥✭❊✳❣❡♥s✭✮✮✱ ❧❡♥✭❊✳❣❡♥s✭✮✮✱ ❧✐st✭✈❛r❴♠❛t✮✮ s❛❣❡✿ ♠♦r♣❤✐s♠ ❂ ❊✳❧✐❢t❴♠♦r♣❤✐s♠✭♠❛t✮ s❛❣❡✿ ❆♥❡❧❧♦ ❂ ◗◗❬✈❛r❴♠❛t ✰ ✈❛r❴❖♠❡❣❛❪ s❛❣❡✿ ✐❞❡❛❧✵ ❂❬✭❞✭♠♦r♣❤✐s♠✭❜✮✮ ✲ ♠♦r♣❤✐s♠✭❞✭❜✮✮✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✷✮ ❢♦r ❜ ✐♥ ❊✳❜❛s✐s✭✶✮❪ s❛❣❡✿ ✐❞❡❛❧✶ ❂ ❬✭♠♦r♣❤✐s♠✭t❤❡t❛✮ ✲ t❤❡t❛✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✶✮❪ s❛❣❡✿ ✐❞❡❛❧✶ ✰❂ ❬✭♠♦r♣❤✐s♠✭❖♠❡❣❛✶✮ ✲ ❖♠❡❣❛✷✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✷✮❪ s❛❣❡✿ ❇ ❂ ❆♥❡❧❧♦✳✐❞❡❛❧✭✐❞❡❛❧✵ ✰ ✐❞❡❛❧✶✮✳❣r♦❡❜♥❡r❴❜❛s✐s✭✮ ❀ ❇ ❬❛✷✶❫✷ ✰ ❛✸✶✯s✐❣♠❛✷ ✲ ❛✷✵✱ ✳✳✳✱ s✐❣♠❛✶ ✲ s✐❣♠❛✷❪

slide-52
SLIDE 52

❧❝s str✉❝t✉r❡s

❆r❡ t❤❡② ❞✐✛❡r❡♥t❄

s❛❣❡✿ t❤❡t❛ ❂ ✲✷ ✯ ❊✳❣❡♥s✭✮❬✸❪ s❛❣❡✿ ✈❛r❴❖♠❡❣❛ ❂ ✈❛r✭✧s✐❣♠❛✶ s✐❣♠❛✷✧✮ s❛❣❡✿ ❖♠❡❣❛✶ ❂ ✳✳✳ ✰ s✐❣♠❛✶ ✯ ❊✳❣❡♥s✭✮❬✶❪ ✯ ❊✳❣❡♥s✭✮❬✷❪ s❛❣❡✿ ❖♠❡❣❛✷ ❂ ✳✳✳ ✰ s✐❣♠❛✷ ✯ ❊✳❣❡♥s✭✮❬✶❪ ✯ ❊✳❣❡♥s✭✮❬✷❪ s❛❣❡✿ ✈❛r❴♠❛t ❂ ✈❛r✭❬✧❛✪❞✪❞✧ ✪ ✭✐✱❥✮ ❢♦r ✳✳✳❪✮ s❛❣❡✿ ♠❛t ❂ ♠❛tr✐①✭❧❡♥✭❊✳❣❡♥s✭✮✮✱ ❧❡♥✭❊✳❣❡♥s✭✮✮✱ ❧✐st✭✈❛r❴♠❛t✮✮ s❛❣❡✿ ♠♦r♣❤✐s♠ ❂ ❊✳❧✐❢t❴♠♦r♣❤✐s♠✭♠❛t✮ s❛❣❡✿ ❆♥❡❧❧♦ ❂ ◗◗❬✈❛r❴♠❛t ✰ ✈❛r❴❖♠❡❣❛❪ s❛❣❡✿ ✐❞❡❛❧✵ ❂❬✭❞✭♠♦r♣❤✐s♠✭❜✮✮ ✲ ♠♦r♣❤✐s♠✭❞✭❜✮✮✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✷✮ ❢♦r ❜ ✐♥ ❊✳❜❛s✐s✭✶✮❪ s❛❣❡✿ ✐❞❡❛❧✶ ❂ ❬✭♠♦r♣❤✐s♠✭t❤❡t❛✮ ✲ t❤❡t❛✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✶✮❪ s❛❣❡✿ ✐❞❡❛❧✶ ✰❂ ❬✭♠♦r♣❤✐s♠✭❖♠❡❣❛✶✮ ✲ ❖♠❡❣❛✷✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✷✮❪ s❛❣❡✿ ❇ ❂ ❆♥❡❧❧♦✳✐❞❡❛❧✭✐❞❡❛❧✵ ✰ ✐❞❡❛❧✶✮✳❣r♦❡❜♥❡r❴❜❛s✐s✭✮ ❀ ❇ ❬❛✷✶❫✷ ✰ ❛✸✶✯s✐❣♠❛✷ ✲ ❛✷✵✱ ✳✳✳✱ s✐❣♠❛✶ ✲ s✐❣♠❛✷❪

slide-53
SLIDE 53

❧❝s str✉❝t✉r❡s

❆r❡ t❤❡② ❞✐✛❡r❡♥t❄

s❛❣❡✿ t❤❡t❛ ❂ ✲✷ ✯ ❊✳❣❡♥s✭✮❬✸❪ s❛❣❡✿ ✈❛r❴❖♠❡❣❛ ❂ ✈❛r✭✧s✐❣♠❛✶ s✐❣♠❛✷✧✮ s❛❣❡✿ ❖♠❡❣❛✶ ❂ ✳✳✳ ✰ s✐❣♠❛✶ ✯ ❊✳❣❡♥s✭✮❬✶❪ ✯ ❊✳❣❡♥s✭✮❬✷❪ s❛❣❡✿ ❖♠❡❣❛✷ ❂ ✳✳✳ ✰ s✐❣♠❛✷ ✯ ❊✳❣❡♥s✭✮❬✶❪ ✯ ❊✳❣❡♥s✭✮❬✷❪ s❛❣❡✿ ✈❛r❴♠❛t ❂ ✈❛r✭❬✧❛✪❞✪❞✧ ✪ ✭✐✱❥✮ ❢♦r ✳✳✳❪✮ s❛❣❡✿ ♠❛t ❂ ♠❛tr✐①✭❧❡♥✭❊✳❣❡♥s✭✮✮✱ ❧❡♥✭❊✳❣❡♥s✭✮✮✱ ❧✐st✭✈❛r❴♠❛t✮✮ s❛❣❡✿ ♠♦r♣❤✐s♠ ❂ ❊✳❧✐❢t❴♠♦r♣❤✐s♠✭♠❛t✮ s❛❣❡✿ ❆♥❡❧❧♦ ❂ ◗◗❬✈❛r❴♠❛t ✰ ✈❛r❴❖♠❡❣❛❪ s❛❣❡✿ ✐❞❡❛❧✵ ❂❬✭❞✭♠♦r♣❤✐s♠✭❜✮✮ ✲ ♠♦r♣❤✐s♠✭❞✭❜✮✮✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✷✮ ❢♦r ❜ ✐♥ ❊✳❜❛s✐s✭✶✮❪ s❛❣❡✿ ✐❞❡❛❧✶ ❂ ❬✭♠♦r♣❤✐s♠✭t❤❡t❛✮ ✲ t❤❡t❛✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✶✮❪ s❛❣❡✿ ✐❞❡❛❧✶ ✰❂ ❬✭♠♦r♣❤✐s♠✭❖♠❡❣❛✶✮ ✲ ❖♠❡❣❛✷✮✳✐♥t❡r✐♦r❴♣r♦❞✉❝t✭❝✮ ❭ ❢♦r ❝ ✐♥ ❊✳❜❛s✐s✭✷✮❪ s❛❣❡✿ ❇ ❂ ❆♥❡❧❧♦✳✐❞❡❛❧✭✐❞❡❛❧✵ ✰ ✐❞❡❛❧✶✮✳❣r♦❡❜♥❡r❴❜❛s✐s✭✮ ❀ ❇ ❬❛✷✶❫✷ ✰ ❛✸✶✯s✐❣♠❛✷ ✲ ❛✷✵✱ ✳✳✳✱ s✐❣♠❛✶ ✲ s✐❣♠❛✷❪

slide-54
SLIDE 54

❚❤❛♥❦s ❢♦r t❤❡ ❛tt❡♥t✐♦♥

  • ❡❈♦ ●❡❉✐ ♣r♦❥❡❝t✿

❤tt♣✿✴✴❣❡❝♦❣❡❞✐✳❞✐♠❛✐✳✉♥✐❢✐✳✐t