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SLIDE 1

✶✴✷✹

❈♦✈❛r✐❛♥❝❡ ❢✉♥❝t✐♦♥s✱ ❇♦❝❤♥❡r✬s t❤❡♦r❡♠✱ ❛♥❞ ♠♦r❡

▼✐❦②♦✉♥❣ ❏✉♥

❚❡①❛s ❆✫▼ ❯♥✐✈❡rs✐t②

P❆❙■ ✷✵✶✹ ❋✐rst ♣❛rt ❜❛s❡❞ ♦♥ t❤❡ ❜♦♦❦ ✏■♥t❡r♣♦❧❛t✐♦♥ ♦❢ ❙♣❛t✐❛❧ ❉❛t❛✿ ❙♦♠❡ ❚❤❡♦r② ❢♦r ❑r✐❣✐♥❣✑ ❜② ▼✳ ▲✳ ❙t❡✐♥ ✭✶✾✾✾✮

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SLIDE 2

✷✴✷✹

❖✉t❧✐♥❡

▼❡❛♥ sq✉❛r❡ ♣r♦♣❡rt✐❡s✱ ❇♦❝❤♥❡r✬s t❤❡♦r❡♠✱ ✳✳✳

❋r❡q✉❡♥t✐st✬ ❡st✐♠❛t✐♦♥✱ s♦♠❡ ♣r❛❝t✐❝❛❧ ❝♦♠♠❡♥ts

❈♦✈❛r✐❛♥❝❡ ♠♦❞❡❧s ♦♥ ❛ s♣❤❡r❡

slide-3
SLIDE 3

✸✴✷✹

❖✉t❧✐♥❡

▼❡❛♥ sq✉❛r❡ ♣r♦♣❡rt✐❡s✱ ❇♦❝❤♥❡r✬s t❤❡♦r❡♠✱ ✳✳✳

❋r❡q✉❡♥t✐st✬ ❡st✐♠❛t✐♦♥✱ s♦♠❡ ♣r❛❝t✐❝❛❧ ❝♦♠♠❡♥ts

❈♦✈❛r✐❛♥❝❡ ♠♦❞❡❧s ♦♥ ❛ s♣❤❡r❡

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SLIDE 4

✹✴✷✹

▼❡❛♥ sq✉❛r❡ ♣r♦♣❡rt✐❡s

❘❡❧❛t❡ ❝♦✈❛r✐❛♥❝❡ str✉❝t✉r❡ ♦❢ ❛ r❛♥❞♦♠ ✜❡❧❞ ❛♥❞ t❤❡ s♠♦♦t❤♥❡ss ♦❢ ✐ts r❡❛❧✐③❛t✐♦♥ ❩✱ ❛ r❛♥❞♦♠ ✜❡❧❞ ♦♥ R❞✱ ✐s ♠❡❛♥ sq✉❛r❡ ❝♦♥t✐♥✉♦✉s ❛t ① ✐❢ ❊❢❩(②)❩(①)❣✷ ✦ ✵ ❛s ② ✦ ① ❋♦r ✇❡❛❦❧② st❛t✐♦♥❛r② r❛♥❞♦♠ ✜❡❧❞✱ ♠❡❛♥ sq✉❛r❡ ❝♦♥t✐♥✉✐t② ✐✛ ✐ts ❛✉t♦❝♦✈❛r✐❛♥❝❡ ❢✉♥❝t✐♦♥ ✐s ❝♦♥t✐♥✉♦✉s ❛t t❤❡ ♦r✐❣✐♥ ▼❡❛♥ sq✉❛r❡ ❝♦♥t✐♥✉✐t② ❞♦❡s ◆❖❚ ✐♠♣❧② ❝♦♥t✐♥✉✐t② ♦❢ ✐ts r❡❛❧✐③❛t✐♦♥s

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SLIDE 5

✺✴✷✹

▼❡❛♥ sq✉❛r❡ ♣r♦♣❡rt✐❡s

❩ ♦♥ R ✐s ♠❡❛♥ sq✉❛r❡ ❞✐✛❡r❡♥t✐❛❜❧❡ ❛t t ✐❢ t❤❡r❡ ❡①✐st ❩

✵(t) = ❧✐♠♥✦✶❢❩(t +❤♥)❩(t)❣❂❤♥ ✭✐♥ ▲✷✮ ❢♦r ❤♥ ✦ ✵

❊①t❡♥s✐♦♥ t♦ ❤✐❣❤❡r ❞✐♠❡♥s✐♦♥ ❛♥❞ ❤✐❣❤❡r ♦r❞❡r ✐s str❛✐❣❤t❢♦r✇❛r❞ ❚❤❡r❡ ❝❛♥ ❜❡ ❛♥❛❧②t✐❝ r❡❛❧✐③❛t✐♦♥s ♦❢ r❛♥❞♦♠ ✜❡❧❞✱ ♥♦t ♠❡❛♥ sq✉❛r❡ ❞✐✛❡r❡♥t✐❛❜❧❡✿

❩(t) = ❝♦s(❳t +❨ )✱ ❳ ❛♥❞ ❨ ✐♥❞❡♣❡♥❞❡♥t✱ ❳ ❢♦❧❧♦✇✐♥❣ st❛♥❞❛r❞ ❈❛✉❝❤②✱ ❨ ❢♦❧❧♦✇✐♥❣ ✉♥✐❢♦r♠ ♦♥ [✵❀✷✙] ❆❧❧ r❡❛❧✐③❛t✐♦♥s ❛r❡ ♦❜✈✐♦✉s❧② ❛♥❛❧②t✐❝ ❈♦✈❢❩(s)❀❩(t)❣ = ❡①♣(❥s t❥❂✷)

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SLIDE 6

✻✴✷✹

▼❡❛♥ sq✉❛r❡ s♠♦♦t❤♥❡ss

0.0 0.4 0.8 0.0 0.2 0.4 0.6 0.8 1.0

not smooth

−2 −1 1 2 0.0 0.4 0.8 0.0 0.2 0.4 0.6 0.8 1.0

smooth

−2 −1 1 2

slide-7
SLIDE 7

✼✴✷✹

❙♣❡❝tr❛❧ ♠❡t❤♦❞s

❉❡✜♥❡ ❝♦♠♣❧❡① r❛♥❞♦♠ ✜❡❧❞s✿ ❩(①) = ❯(①)+✐❱ (①) ❩(①) = ♥

❦=✶ ❩❦❡①♣(✐✇❚ ❦ ①)✱ ✇❦ ✷ R❞✱

❩✶❀✿✿✿❀❩♥ ❛r❡ ♠❡❛♥ ✵ ❝♦♠♣❧❡① r❛♥❞♦♠ ✈❛r✐❛❜❧❡s ✇✐t❤ ❊(❩✐❩❥) = ✵ ✭✐ ❥✮✱ ❊❥❩✐❥✷ ❁ ✶ ■ts ❝♦✈❛r✐❛♥❝❡ ❢✉♥❝t✐♦♥ ❑(①) = ♥

❦=✶ ❢❦❡①♣(✐✇❚ ❦ ①)

❈♦♥s✐❞❡r ▲✷ ❧✐♠✐t ♦❢ t❤❡ ❛❜♦✈❡ r❡♣r❡s❡♥t❛t✐♦♥

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SLIDE 8

✽✴✷✹

❇♦❝❤♥❡r✬s ❚❤❡♦r❡♠

❆ ❝♦♠♣❧❡①✲✈❛❧✉❡❞ ❢✉♥❝t✐♦♥ ❑ ♦♥ R❞ ✐s t❤❡ ❛✉t♦❝♦✈❛r✐❛♥❝❡ ❢✉♥❝t✐♦♥ ❢♦r ❛ ✇❡❛❦❧② st❛t✐♦♥❛r② ♠❡❛♥ sq✉❛r❡ ❝♦♥t✐♥✉♦✉s ❝♦♠♣❧❡①✲✈❛❧✉❡❞ r❛♥❞♦♠ ✜❡❧❞ ♦♥ R❞ ✐✛ ✐t ❝❛♥ ❜❡ r❡♣r❡s❡♥t❡❞ ❛s ❑(①) =

  • R❞ ❡①♣(✐✇❚①)❋(❞✇)

✇✐t❤ ❋ ❛ ♣♦s✐t✐✈❡ ✜♥✐t❡ ♠❡❛s✉r❡✳ ❲❡♥ ❋ ❤❛s ❛ ❞❡♥s✐t② ✇rt ▲❡❜❡sq✉❡ ♠❡❛s✉r❡✱ ✇❡ ❤❛✈❡ t❤❡ s♣❡❝tr❛❧ ❞❡♥s✐t② ❢ ❛♥❞ ❢ (✇) = ✶ (✷✙)❞

  • R❞ ❡①♣(✐✇❚①)❑(①)❞①
slide-9
SLIDE 9

✾✴✷✹

❋♦r ✐s♦tr♦♣✐❝ r❛♥❞♦♠ ✜❡❧❞s

❇② ❇♦❝❤♥❡r✬s ❚❤❡♦r❡♠✱ ❢♦r ❛ ✇❡❛❦❧② ✐s♦tr♦♣✐❝ ❝♦♠♣❧❡①✲✈❛❧✉❡❞ r❛♥❞♦♠ ✜❡❧❞ ❩ ♦♥ R❞✱ t❤❡r❡ ❡①✐sts ❛ ♣♦s✐t✐✈❡ ✜♥✐t❡ ♠❡❛s✉r❡ ❋ s✉❝❤ t❤❛t ❑(❥①❥) =

  • R❞ ❡①♣(✐✇❚①)❋(❞✇)

◆♦t❡ ❑(r) =

  • ❅❜❞ ❑(r❥①❥)❯(❞①) ❢♦r ❯ ✉♥✐❢♦r♠ ♠❡❛s✉r❡ ♦♥

❅❜❞ ✮ ❑(r) =

  • ❅❜❞

  • R❞ ❡①♣(✐r✇❚①)❋(❞✇)❣❯(❞①)

=

  • R❞❢
  • ❅❜❞

❝♦s(r✇❚①)❯(❞①)❣❋(❞✇)

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SLIDE 10

✶✵✴✷✹

❋♦r ✐s♦tr♦♣✐❝ r❛♥❞♦♠ ✜❡❧❞s ❝♦♥t✬❞

❖♥ t❤❡ ♦t❤❡r ❤❛♥❞✱

  • ❅❜❞

❝♦s(r✇❚①)❯(❞①) = (❞❂✷)( ✷ r❥✇❥)(❞✷)❂✷❏(❞✷)❂✷(r❥✇❥) ✭❏✗✿ t❤❡ ♦r❞✐♥❛r② ❇❡ss❡❧ ❢✉♥❝t✐♦♥✮ ✮ ❑(r) = ✷(❞✷)❂✷(❞❂✷) ✶

(r✉)(❞✷)❂✷❏(❞✷)❂✷(r✉)❞●(✉) ❢♦r ● ♥♦♥❞❡❝r❡❛s✐♥❣✱ ❜♦✉♥❞❡❞ ♦♥ [✵❀✶)✱ ●(✵) = ✵ ✿ ❍❛♥❦❡❧ tr❛♥s❢♦r♠ ♦❢ ♦r❞❡r (❞ ✶)❂✷ ♦❢ ● ■♥ ❢❛❝t✱ t❤✐s ✐s ✐❢ ❛♥❞ ♦♥❧② ✐❢

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SLIDE 11

✶✶✴✷✹

❋♦r ✐s♦tr♦♣✐❝ r❛♥❞♦♠ ✜❡❧❞s

■t ✐s ❞✐✣❝✉❧t t♦ ✈❡r✐❢② ✐❢ ❛♥② ❣✐✈❡♥ ❢✉♥❝t✐♦♥ ❝❛♥ ❜❡ ✇r✐tt❡♥ ✐♥ t❤❡ ❍❛♥❦❡❧ tr❛♥s❢♦r♠ ♦❢ ❛ ❢✉♥❝t✐♦♥ ● s❛t✐s❢②✐♥❣ t❤❡ ❛❜♦✈❡ ❝♦♥❞✐t✐♦♥ ❆ ❝♦♥t✐♥✉♦✉s ✐s♦tr♦♣✐❝ ❝♦✈❛r✐❛♥❝❡ ❢✉♥❝t✐♦♥

✐♥ R✸✿ ❑(r) = ✶

✵ (r✉)✶s✐♥(r✉)❞●(✉)

✐♥ ✏❡✈❡r②✑ ❞✐♠❡♥s✐♦♥✿ ❑(r) = ✶

✵ ❡①♣(r ✷✉✷)❞●(✉)

■♥✈❡rs✐♦♥ ❢♦r♠✉❧❛✿ ✐❢ ✶

✵ r ❞✶❥❑(r)❥❞r ❁ ✶✱ t❤❡r❡ ❡①✐sts ❛

♥♦♥♥❡❣❛t✐✈❡ ❢✉♥❝t✐♦♥ ❢ ✇✐t❤ ✶

✵ ✉❞✶❢ (✉)❞✉ ❁ ✶✿

❢ (✉) = (✷✙)❞❂✷ ✶

(✉r)(❞✷)❂✷❏(❞✷)❂✷(✉r)r ❞✶❑(r)❞r

slide-12
SLIDE 12

✶✷✴✷✹

❙♦♠❡ ❡①❛♠♣❧❡s ♦❢ ❝♦♥t✐♥✉♦✉s ✐s♦tr♦♣✐❝ ❛✉t♦❝♦✈❛r✐❛♥❝❡ ❢✉♥❝t✐♦♥

▼❛tér♥ ❝❧❛ss✿ ❢ (✉) = ✷✗✶ ✣ (✗ + ❞

✷) ☛✷✗

✙❞❂✷ (☛✷ +✉✷)✗+❞❂✷ ✐♥ t❤❡ ■♥✈❡rs✐♦♥ ❢♦r♠✉❧❛ ❑(❞) = ☛ ✷✗✶(✗) ❞ ☞ ✗ ❑✗ ❞ ☞

  • ❀ ❞ = ❥s✶ s✷❥

❑✗ ✐s t❤❡ ♠♦❞✐✜❡❞ ❇❡ss❡❧ ❢✉♥❝t✐♦♥ ♦❢ t❤❡ s❡❝♦♥❞ ❦✐♥❞ ♦❢ ♦r❞❡r ✗ ▼❛tér♥ ❝❧❛ss ✐s ✈❛❧✐❞ ✐♥ R♣ ❢♦r ❛❧❧ ♣ ✷ N

slide-13
SLIDE 13

✶✸✴✷✹

❙♦♠❡ ❡①❛♠♣❧❡s ♦❢ ❝♦♥t✐♥✉♦✉s ✐s♦tr♦♣✐❝ ❛✉t♦❝♦✈❛r✐❛♥❝❡ ❢✉♥❝t✐♦♥

❙♣❤❡r✐❝❛❧ ♠♦❞❡❧✿ ❑(r) = ❝(✶ ✸

✷✚r + ✶ ✷✚✸ r ✸) ❢♦r r ✔ ✚ ❛♥❞

③❡r♦ ❡✈❡r②✇❤❡r❡ ❡❧s❡

❱❛❧✐❞ ✉♣ t♦ ✸ ❞✐♠❡♥s✐♦♥ ❙♣❡❝tr❛❧ ❞❡♥s✐t② ❤❛s ♦s❝✐❧❧❛t✐♦♥ ❛t ❤✐❣❤ ❢r❡q✉❡♥❝✐❡s ❙♣❡❝tr❛❧ ❞❡♥s✐t② ♦❢ ❑(r) = ✛(☛❥r❥)+✿ ❢ (✇) = ✛ ✶❝♦s(☛✇) ✙✇ ✷

slide-14
SLIDE 14

✶✹✴✷✹

❙♠♦♦t❤♥❡ss ♦❢ ▼❛tér♥ ♣r♦❝❡ss

❚❤❡ ❧❛r❣❡r ✗ ✐s✱ t❤❡ s♠♦♦t❤❡r t❤❡ r❡s✉❧t✐♥❣ ▼❛tér♥ ✜❡❧❞ ✐s ❚❤❡ ▼❛tér♥ ✜❡❧❞ ✐s ❛t ❧❡❛st ♠ t✐♠❡s ♠❡❛♥ sq✉❛r❡ ❞✐✛❡r❡♥t✐❛❜❧❡ ❛t t❤❡ ♦r✐❣✐♥ ✐✛ ✗ ❃ ♠✿ ❑(❞) =                     

  • ❥=✵

❛❥❞✷❥ ✙☛ (✷✗ +✶)s✐♥(✗✙)❞✷✗ +❖(❞✷♠+✷)❀ ✐❢ ♠ ❁ ✗ ❁ ♠ +✶❀

  • ❥=✵

❜❥❞✷❥ + ✷(✶)♠☛ (✷♠ +✷)!❞✷♠+✷log(❞)+❖(❞✷♠+✷)❀ ✐❢ ✗ = ♠ +✶❀ ❛s ❞ ★ ✵✱ ❢♦r ❛♣♣r♦♣r✐❛t❡ ❝♦♥st❛♥ts ❛❥ ❛♥❞ ❜❥✱ ❥ = ✶❀✿✿✿❀♠✱ ❞❡♣❡♥❞✐♥❣ ♦♥ ☛✱ ✗✱ ❛♥❞ ☞

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SLIDE 15

✶✺✴✷✹

❖✉t❧✐♥❡

▼❡❛♥ sq✉❛r❡ ♣r♦♣❡rt✐❡s✱ ❇♦❝❤♥❡r✬s t❤❡♦r❡♠✱ ✳✳✳

❋r❡q✉❡♥t✐st✬ ❡st✐♠❛t✐♦♥✱ s♦♠❡ ♣r❛❝t✐❝❛❧ ❝♦♠♠❡♥ts

❈♦✈❛r✐❛♥❝❡ ♠♦❞❡❧s ♦♥ ❛ s♣❤❡r❡

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SLIDE 16

✶✻✴✷✹

◆♦♥✲❇❛②❡s✐❛♥ ❡st✐♠❛t✐♦♥ ♦❢ ❝♦✈❛r✐❛♥❝❡

■ ✇✐❧❧ ♦♥❧② ❞✐s❝✉ss ❧✐❦❡❧✐❤♦♦❞ ♠❡t❤♦❞s ❈♦♥s✐❞❡r ❩(①) = ♠(①)❚☞ +✎(①) ✇✐t❤ ❈♦✈❢✎(①)❀✎(②)❣ = ❑✒(①❀②) ❲❡ ♠❛①✐♠✐③❡ t❤❡ ❧♦❣❧✐❦❡❧✐❤♦♦❞ ♦❢ ❩ = (❩(①✶)❀✿✿✿❀❩(①♥)) ✘ ◆(▼☞❀❑(✒)) ❲❡ ♠❛② ✉s❡ ❘❊▼▲ ✭❘❡str✐❝t❡❞ ♠❛①✐♠✉♠ ❧✐❦❡❧✐❤♦♦❞ ❡st✐♠❛t✐♦♥✮✿ ♠❛①✐♠✐③❡ t❤❡ ❧♦❣❧✐❦❡❧✐❤♦♦❞ ♦❢ ❨ = ❢■ ▼(▼❚▼)✶▼❚❣❩ ✐♥st❡❛❞ ♦❢ ❩

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SLIDE 17

✶✼✴✷✹

❙♦♠❡ r❡♠❛r❦s ♦♥ ♥✉♠❡r✐❝❛❧ ♦♣t✐♠✐③❛t✐♦♥

❚❤❡r❡ ❛r❡ ❘ ♣❛❝❦❛❣❡s t❤❛t ♣r♦✈✐❞❡ ❢✉♥❝t✐♦♥s ❢♦r ♠❛①✐♠✉♠ ❧✐❦❡❧✐❤♦♦❞ ❡st✐♠❛t✐♦♥ ♦❢ ❝♦✈❛r✐❛♥❝❡ ♠♦❞❡❧s ✭❜✉t ②♦✉ ❤❛✈❡ t♦ ❜❡ ❝❛r❡❢✉❧ ✉s✐♥❣ t❤❡♠✦✮ ❋♦r ❣❡♥❡r❛❧ ❝♦✈❛r✐❛♥❝❡ ♠♦❞❡❧s✱ ■ s✉❣❣❡st t♦ ✇r✐t❡ ②♦✉r ♦✇♥ ❧✐❦❡❧✐❤♦♦❞ ❢✉♥❝t✐♦♥ ❛♥❞ ♠❛①✐♠✐③❡ ✉s✐♥❣ ❢✉♥❝t✐♦♥s s✉❝❤ ❛s ♦♣t✐♠ ♦r ♥❧♠ ❲❤❛t ②♦✉ ❣❡t ❢r♦♠ t❤❡ ❢✉♥❝t✐♦♥s ✭❡s♣❡❝✐❛❧❧② ♦♣t✐♠✮ ♠❛② ♥♦t ❜❡ ✏✇❤❛t ②♦✉ ✇❛♥t✑✦ ❯s❡ t❤❡ t✇♦ ❢✉♥❝t✐♦♥s ✐♥t❡r❝❤❛♥❣❡❛❜❧②✱ tr② ✈❛r✐♦✉s st❛rt✐♥❣ ♣♦✐♥ts✱ ❛♥❞ ❝❤❡❝❦ ❍❡ss✐❛♥s✦

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SLIDE 18

✶✽✴✷✹

❆ s✐♠♣❧❡ ❡①❛♠♣❧❡

■ ❝r❡❛t❡❞ ❛ ♠❡❛♥ ③❡r♦ ●❛✉ss✐❛♥ r❛♥❞♦♠ ✜❡❧❞ ♦♥ [✵❀✶]✂[✵❀✶] ✇✐t❤ ▼❛tér♥ ❝♦✈❛r✐❛♥❝❡ str✉❝t✉r❡ ❛♥❞ s♦♠❡ ♥♦♥st❛t✐♦♥❛r✐t② t♦ ✐t ■ ✜tt❡❞ ♠❡❛♥ ③❡r♦ ●❛✉ss✐❛♥ ♠♦❞❡❧ ✇✐t❤ ▼❛tér♥ ❝♦✈❛r✐❛♥❝❡ str✉❝t✉r❡ ❇♦t❤ ♦♣t✐♠ ❛♥❞ ♥❧♠ ❝❧❛✐♠❡❞ ♣r♦♣❡r ❝♦♥✈❡r❣❡♥❝❡ ❛♥❞ t❤❡ ❧♦❣❧✐❦❡❧✐❤♦♦❞ ✈❛❧✉❡s ❛r❡ ❣✐✈❡♥ ✻✻✵✳✷✶✵✷ ❛♥❞ ✻✻✵✳✷✺✻✻✱ r❡s♣❡❝t✐✈❡❧②

0.2 0.4 0.6 0.8 0.2 0.4 0.6 0.8 1.0 −0.5 0.0 0.5 1.0 1.5

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0.4 0.8 1.2 0.05 0.10 0.15 S1[a, b]

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nlm

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SLIDE 19

✶✾✴✷✹

❖✉t❧✐♥❡

▼❡❛♥ sq✉❛r❡ ♣r♦♣❡rt✐❡s✱ ❇♦❝❤♥❡r✬s t❤❡♦r❡♠✱ ✳✳✳

❋r❡q✉❡♥t✐st✬ ❡st✐♠❛t✐♦♥✱ s♦♠❡ ♣r❛❝t✐❝❛❧ ❝♦♠♠❡♥ts

❈♦✈❛r✐❛♥❝❡ ♠♦❞❡❧s ♦♥ ❛ s♣❤❡r❡

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SLIDE 20

✷✵✴✷✹

❖♥ t❤❡ s✉r❢❛❝❡ ♦❢ ❛ s♣❤❡r❡✳✳✳

❙✉♣♣♦s❡ ❩(✬❀✒) ✐s ❛ st♦❝❤❛st✐❝ ♣r♦❝❡ss ♦♥ ❙✷ ✭✚ = ✶✮ ✇✐t❤ ♠❡❛♥ ③❡r♦ ❛♥❞ ❤♦♠♦❣❡♥❡♦✉s ❝♦✈❛r✐❛♥❝❡ str✉❝t✉r❡ ■❢ ✇❡ ✉s❡ ❛ ▼❛tér♥ ❝❧❛ss ✇✐t❤ ✣ ❞✐st❛♥❝❡ ❜❡t✇❡❡♥ s✶ ❛♥❞ s✷✿ ❑(✣) = ☛ ✷✗✶(✗) ✣ ☞ ✗ ❑✗ ✣ ☞

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SLIDE 21

✷✶✴✷✹

❖♥ t❤❡ s✉r❢❛❝❡ ♦❢ ❛ s♣❤❡r❡✳✳✳

❚✇♦ ❞✐st❛♥❝❡s ♦♥ t❤❡ s✉r❢❛❝❡ ♦❢ ❛ s♣❤❡r❡✿ ❝❤♦r❞❛❧ ✈s ❣r❡❛t ❝✐r❝❧❡ ❞✐st❛♥❝❡ ❞ = ✷❘ s✐♥(✣❂✷) ❲✐t❤ ❝❤♦r❞❛❧ ❞✐st❛♥❝❡✱ t❤❡r❡ ✐s ♥♦ ❞✐✛❡r❡♥❝❡ ❜❡t✇❡❡♥ ❝♦✈❛r✐❛♥❝❡ ♠♦❞❡❧ ♦♥ t❤❡ s✉r❢❛❝❡ ♦❢ ❛ s♣❤❡r❡ ❛♥❞ ❝♦✈❛r✐❛♥❝❡ ♠♦❞❡❧ ✐♥ ❊✉❝❧✐❞❡❛♥ ❞✐st❛♥❝❡

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SLIDE 22

✷✷✴✷✹

❖♥ t❤❡ s✉r❢❛❝❡ ♦❢ ❛ s♣❤❡r❡✳✳✳

▼❛tér♥ ❝❧❛ss ✐s ♣♦s✐t✐✈❡ ❞❡✜♥✐t❡ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✗ ✔ ✵✿✺ ✇✐t❤ ❣r❡❛t ❝✐r❝❧❡ ❞✐st❛♥❝❡ ♦♥ ✶✱✷✱✸ ❞✐♠❡♥s✐♦♥❛❧ s♣❤❡r❡s ✭●♥❡✐t✐♥❣ ✷✵✶✸✮ ■♥t❡r❡st✐♥❣ ❝♦✉♥t❡r ❡①❛♠♣❧❡✿

❩(s)✱ s ✷ ❙✶ ❩ ✐s ♠❡❛♥ ③❡r♦ ❛♥❞ ✐ts ❝♦✈❛r✐❛♥❝❡ ❢✉♥❝t✐♦♥ ✐s ❛ ●❛✉ss✐❛♥ ❝♦✈❛r✐❛♥❝❡ ❢✉♥❝t✐♦♥ ✭❈♦✈❢❩(s)❀❩(t)❣ = ❑(❥s t❥) = ❡❥st❥✷✮

0e+00 2e−04 4e−04 6e−04 8e−04 1e−03 −30 −20 −10

Z(ε)−Z(0) and Z(π+ε)−Z(π)

ε (radian) correlation

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SLIDE 23

✷✸✴✷✹

❲❤❛t ❤❛s ❜❡❡♥ ❞♦♥❡ s♦ ❢❛r❄

❚❤✐s ✐s ❜② ♥♦ ♠❡❛♥s ❛ ❝♦♠♣❧❡t❡ ❧✐st✦

✶ ✏❙♠♦♦t❤✑ ♣❛r❛♠❡tr✐❝ ❝♦✈❛r✐❛♥❝❡ ♠♦❞❡❧s ♦♥ ❛ s♣❤❡r❡

❉✉✱ ▼❛ ❛♥❞ ▲✐ ✭✷✵✶✸✱ ▼❛t❤❡♠❛t✐❝❛❧ ●❡♦s❝✐❡♥❝❡✮

  • ✉✐♥♥❡ss ❛♥❞ ❋✉❡♥t❡s ✭✷✵✶✸✱ ♣r❡♣r✐♥t✮

❍❡❛t♦♥✱ ❑❛t③❢✉ss✱ ❇❡rr❡tt✱ ◆②❝❤❦❛ ✭✷✵✶✹✱ ❊♥✈✐r♦♥♠❡tr✐❝s✮ ❏❡♦♥❣ ❛♥❞ ❏✉♥ ✭✷✵✶✸✱ ♣r❡♣r✐♥t✮

✷ ◆♦♥st❛t✐♦♥❛r② ❝♦✈❛r✐❛♥❝❡ ♠♦❞❡❧s ♦♥ ❛ s♣❤❡r❡ ✭✉♥✐✈❛r✐❛t❡ ❛♥❞

♠✉❧t✐✈❛r✐❛t❡✮

❏✉♥ ❛♥❞ ❙t❡✐♥ ✭✷✵✵✼✱ ✷✵✵✽✮✱ ❏✉♥ ✭✷✵✶✶✱ ✷✵✶✹✮ ✿✿✿

✸ ●❛✉ss✐❛♥ ▼❛r❦♦✈ ❘❛♥❞♦♠ ❋✐❡❧❞ ♠♦❞❡❧s ✹ ✿✿✿

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SLIDE 24

✷✹✴✷✹

❚❤❛♥❦ ②♦✉✦ ♠❥✉♥❅st❛t✳t❛♠✉✳❡❞✉