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slide-1
SLIDE 1

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❯♥✐✈❡rs✐t② ♦❢ P♦rt♦ ✭❈❡♥tr❡ ♦❢ ▼❛t❤❡♠❛t✐❝s✱ ❋❛❝✉❧t② ♦❢ ❙❝✐❡♥❝❡s✮ ❱✐❡♥♥❛✱ ✷✺t❤ ◆♦✈❡♠❜❡r ✷✵✶✵

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-2
SLIDE 2

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❆ t❛❧❡ ♦❢ t✇♦ t❤❡♦r❡♠s

❚❤❡♦r❡♠ ❋■◆ ▲❡t ● ❜❡ ❛ ❣r♦✉♣ ✐♥ ❝❧❛ss G ❛♥❞ ❧❡t ϕ ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ● ✇✐t❤ ♣r♦♣❡rt② P✳ ❚❤❡♥ ❋✐① ϕ ✐s ❢✳❣✳ ❚❤❡♦r❡♠ ■◆❋ ▲❡t ● ❜❡ ❛ ❤②♣❡r❜♦❧✐❝ ❣r♦✉♣ ✐♥ ❝❧❛ss ❛♥❞ ❧❡t ❜❡ ❛ ♠♦♥♦♠♦r♣❤✐s♠ ♦❢ ● ✇✐t❤ ♣r♦♣❡rt② ✳ ▲❡t ❞❡♥♦t❡ t❤❡ ❝♦♥t✐♥✉♦✉s ❡①t❡♥s✐♦♥ ♦❢ t♦ t❤❡ s♣❛❝❡ ♦❢ ❡♥❞s ♦❢ ●✳ ❚❤❡♥ ❋✐① ✐s ✏❢✳❣✳✑

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-3
SLIDE 3

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❆ t❛❧❡ ♦❢ t✇♦ t❤❡♦r❡♠s

❚❤❡♦r❡♠ ❋■◆ ▲❡t ● ❜❡ ❛ ❣r♦✉♣ ✐♥ ❝❧❛ss G ❛♥❞ ❧❡t ϕ ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ● ✇✐t❤ ♣r♦♣❡rt② P✳ ❚❤❡♥ ❋✐① ϕ ✐s ❢✳❣✳ ❚❤❡♦r❡♠ ■◆❋ ▲❡t ● ❜❡ ❛ ❤②♣❡r❜♦❧✐❝ ❣r♦✉♣ ✐♥ ❝❧❛ss G ❛♥❞ ❧❡t ϕ ❜❡ ❛ ♠♦♥♦♠♦r♣❤✐s♠ ♦❢ ● ✇✐t❤ ♣r♦♣❡rt② P✳ ▲❡t Φ ❞❡♥♦t❡ t❤❡ ❝♦♥t✐♥✉♦✉s ❡①t❡♥s✐♦♥ ♦❢ ϕ t♦ t❤❡ s♣❛❝❡ ♦❢ ❡♥❞s ♦❢ ●✳ ❚❤❡♥ ❋✐① Φ ✐s ✏❢✳❣✳✑

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-4
SLIDE 4

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❆ ❜r✐❡❢ ❤✐st♦r②

❋r❡❡ ❣r♦✉♣s ❛✉t♦♠♦r♣❤✐s♠s ♠♦♥♦♠♦r♣❤✐s♠s ❡♥❞♦♠♦r♣❤✐s♠s ❚❤❡♦r❡♠ ❋■◆

  • ❡rst❡♥ ✶✾✽✹
  • ♦❧❞st❡✐♥ ❛♥❞
  • ♦❧❞st❡✐♥ ❛♥❞

❚✉r♥❡r ✶✾✽✺ ❚✉r♥❡r ✶✾✽✻ ❚❤❡♦r❡♠ ■◆❋ ❈♦♦♣❡r ✶✾✽✼ ❙✐❧✈❛ ✷✵✵✾ ✖ ❋r❡❡ ♣r♦❞✉❝ts ♦❢ ❝②❝❧✐❝ ❣r♦✉♣s ❛✉t♦♠♦r♣❤✐s♠s ♠♦♥♦♠♦r♣❤✐s♠s ❡♥❞♦♠♦r♣❤✐s♠s ❚❤❡♦r❡♠ ❋■◆ ❈♦❧❧✐♥s ❛♥❞ ❙②❦✐♦t✐s ✷✵✵✻ ❙②❦✐♦t✐s ✷✵✵✻ ❚✉r♥❡r ✶✾✾✹ ❙✐❧✈❛ ✷✵✶✵

  • ❛❜♦r✐❛✉✱ ❏❛❡❣❡r✱

❚❤❡♦r❡♠ ■◆❋ ▲❡✈✐tt ❛♥❞ ❙✐❧✈❛ ✷✵✵✾ ✖ ▲✉st✐❣ ✶✾✾✽

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-5
SLIDE 5

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❆ ❜r✐❡❢ ❤✐st♦r②

❋r❡❡ ❣r♦✉♣s ❛✉t♦♠♦r♣❤✐s♠s ♠♦♥♦♠♦r♣❤✐s♠s ❡♥❞♦♠♦r♣❤✐s♠s ❚❤❡♦r❡♠ ❋■◆

  • ❡rst❡♥ ✶✾✽✹
  • ♦❧❞st❡✐♥ ❛♥❞
  • ♦❧❞st❡✐♥ ❛♥❞

❚✉r♥❡r ✶✾✽✺ ❚✉r♥❡r ✶✾✽✻ ❚❤❡♦r❡♠ ■◆❋ ❈♦♦♣❡r ✶✾✽✼ ❙✐❧✈❛ ✷✵✵✾ ✖ ❋r❡❡ ♣r♦❞✉❝ts ♦❢ ❝②❝❧✐❝ ❣r♦✉♣s ❛✉t♦♠♦r♣❤✐s♠s ♠♦♥♦♠♦r♣❤✐s♠s ❡♥❞♦♠♦r♣❤✐s♠s ❚❤❡♦r❡♠ ❋■◆ ❈♦❧❧✐♥s ❛♥❞ ❙②❦✐♦t✐s ✷✵✵✻ ❙②❦✐♦t✐s ✷✵✵✻ ❚✉r♥❡r ✶✾✾✹ ❙✐❧✈❛ ✷✵✶✵

  • ❛❜♦r✐❛✉✱ ❏❛❡❣❡r✱

❚❤❡♦r❡♠ ■◆❋ ▲❡✈✐tt ❛♥❞ ❙✐❧✈❛ ✷✵✵✾ ✖ ▲✉st✐❣ ✶✾✾✽

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-6
SLIDE 6

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❆ ❣❡♥❡r❛❧ ❛♣♣r♦❛❝❤

■♥ ✷✵✵✹✱ ❈❛ss❛✐❣♥❡ ❛♥❞ t❤❡ s♣❡❛❦❡r ✐♥✐t✐❛t❡❞ ❛♥ ❛♣♣r♦❛❝❤ t♦ t❤❡s❡ ♣r♦❜❧❡♠s ✐♥ t❤❡ ❝♦♥t❡①t ♦❢ t❤❡ t❤❡♦r② ♦❢ r❡✇r✐t✐♥❣ s②st❡♠s✳✳✳ ✳✳✳❛♥❞ s♦ ✇❡ ❝♦✉❧❞ ❝♦✈❡r ❣r♦✉♣s ❛♥❞ ♠♦♥♦✐❞s ❖♥ ❞♦✐♥❣ s♦✱ ✇❡ ❝❛♥ ❞✐st✐♥❣✉✐s❤ ✇❤❛t ✐s s♣❡❝✐✜❝ ♦❢ ❣r♦✉♣s ❛♥❞ ❛✉t♦♠♦r♣❤✐s♠s ✭♦❢t❡♥ r❡q✉✐r✐♥❣ ❛❧❣❡❜r❛✐❝ ❣❡♦♠❡tr② t❡❝❤♥✐q✉❡s✮✳✳✳ ✳✳✳❢r♦♠ ✇❤❛t ❝❛♥ ❜❡ st✉❞✐❡❞ ✇✐t❤✐♥ ❛ ❝♦♠❜✐♥❛t♦r✐❛❧ ❛✉t♦♠❛t❛✲t❤❡♦r❡t✐❝ ❢r❛♠❡✇♦r❦ ✭♣r♦✈✐❞✐♥❣ ♠♦r❡ ❣❡♥❡r❛❧ r❡s✉❧ts✮

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-7
SLIDE 7

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❆ ❣❡♥❡r❛❧ ❛♣♣r♦❛❝❤

■♥ ✷✵✵✹✱ ❈❛ss❛✐❣♥❡ ❛♥❞ t❤❡ s♣❡❛❦❡r ✐♥✐t✐❛t❡❞ ❛♥ ❛♣♣r♦❛❝❤ t♦ t❤❡s❡ ♣r♦❜❧❡♠s ✐♥ t❤❡ ❝♦♥t❡①t ♦❢ t❤❡ t❤❡♦r② ♦❢ r❡✇r✐t✐♥❣ s②st❡♠s✳✳✳ ✳✳✳❛♥❞ s♦ ✇❡ ❝♦✉❧❞ ❝♦✈❡r ❣r♦✉♣s ❛♥❞ ♠♦♥♦✐❞s ❖♥ ❞♦✐♥❣ s♦✱ ✇❡ ❝❛♥ ❞✐st✐♥❣✉✐s❤ ✇❤❛t ✐s s♣❡❝✐✜❝ ♦❢ ❣r♦✉♣s ❛♥❞ ❛✉t♦♠♦r♣❤✐s♠s ✭♦❢t❡♥ r❡q✉✐r✐♥❣ ❛❧❣❡❜r❛✐❝ ❣❡♦♠❡tr② t❡❝❤♥✐q✉❡s✮✳✳✳ ✳✳✳❢r♦♠ ✇❤❛t ❝❛♥ ❜❡ st✉❞✐❡❞ ✇✐t❤✐♥ ❛ ❝♦♠❜✐♥❛t♦r✐❛❧ ❛✉t♦♠❛t❛✲t❤❡♦r❡t✐❝ ❢r❛♠❡✇♦r❦ ✭♣r♦✈✐❞✐♥❣ ♠♦r❡ ❣❡♥❡r❛❧ r❡s✉❧ts✮

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-8
SLIDE 8

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❙♣❡❝✐❛❧ r❡✇r✐t✐♥❣ s②st❡♠s

❆ ✕ ❛ ✜♥✐t❡ ❛❧♣❤❛❜❡t ❘ ⊆ ❆+ × {✶} ✕ ❛ s♣❡❝✐❛❧ r❡✇r✐t✐♥❣ s②st❡♠ ♦✈❡r ❆ ✉ ✈ ✐❢ ✉ ①r② ✈ ①② ❢♦r s♦♠❡ ① ② ❆ ✱ r ✶ ❘ ✕ t❤❡ r❡✢❡①✐✈❡ ❛♥❞ tr❛♥s✐t✐✈❡ ❝❧♦s✉r❡ ♦❢ ❘ ✕ ❝♦♥❣r✉❡♥❝❡ ❣❡♥❡r❛t❡❞ ❜② ❘ ▼ ❆ ❘ ✕ t❤❡ ♠♦♥♦✐❞ ❞❡✜♥❡❞ ❜② ❘

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-9
SLIDE 9

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❙♣❡❝✐❛❧ r❡✇r✐t✐♥❣ s②st❡♠s

❆ ✕ ❛ ✜♥✐t❡ ❛❧♣❤❛❜❡t ❘ ⊆ ❆+ × {✶} ✕ ❛ s♣❡❝✐❛❧ r❡✇r✐t✐♥❣ s②st❡♠ ♦✈❡r ❆ ✉− →✈ ✐❢ ✉ = ①r②, ✈ = ①② ❢♦r s♦♠❡ ①, ② ∈ ❆∗✱ (r, ✶) ∈ ❘

− → ✕ t❤❡ r❡✢❡①✐✈❡ ❛♥❞ tr❛♥s✐t✐✈❡ ❝❧♦s✉r❡ ♦❢ − → ❘ ✕ ❝♦♥❣r✉❡♥❝❡ ❣❡♥❡r❛t❡❞ ❜② ❘ ▼ ❆ ❘ ✕ t❤❡ ♠♦♥♦✐❞ ❞❡✜♥❡❞ ❜② ❘

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-10
SLIDE 10

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❙♣❡❝✐❛❧ r❡✇r✐t✐♥❣ s②st❡♠s

❆ ✕ ❛ ✜♥✐t❡ ❛❧♣❤❛❜❡t ❘ ⊆ ❆+ × {✶} ✕ ❛ s♣❡❝✐❛❧ r❡✇r✐t✐♥❣ s②st❡♠ ♦✈❡r ❆ ✉− →✈ ✐❢ ✉ = ①r②, ✈ = ①② ❢♦r s♦♠❡ ①, ② ∈ ❆∗✱ (r, ✶) ∈ ❘

− → ✕ t❤❡ r❡✢❡①✐✈❡ ❛♥❞ tr❛♥s✐t✐✈❡ ❝❧♦s✉r❡ ♦❢ − → ❘♯ ✕ ❝♦♥❣r✉❡♥❝❡ ❣❡♥❡r❛t❡❞ ❜② ❘ ▼ = ❆∗/❘♯ ✕ t❤❡ ♠♦♥♦✐❞ ❞❡✜♥❡❞ ❜② ❘

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-11
SLIDE 11

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❈♦♥✢✉❡♥❝②

❆ r❡✇r✐t✐♥❣ s②st❡♠ ❘ ♦✈❡r ❆ ✐s s❛✐❞ t♦ ❜❡ ❝♦♥✢✉❡♥t ✐❢ t❤❡ ❞✐❛❣r❛♠ ✉

❝❛♥ ❛❧✇❛②s ❜❡ ❝♦♠♣❧❡t❡❞ ▼♦♥♦✐❞s ❞❡✜♥❡❞ ❜② s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s ✭❙❈ ♠♦♥♦✐❞s✮ ♣r♦✈✐❞❡ ♠♦❞❡❧s ❢♦r ♣❛rt✐❛❧ r❡✈❡rs✐❜✐❧✐t② ✐♥ ❈♦♠♣✉t❡r ❙❝✐❡♥❝❡

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-12
SLIDE 12

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❈♦♥✢✉❡♥❝②

❆ r❡✇r✐t✐♥❣ s②st❡♠ ❘ ♦✈❡r ❆ ✐s s❛✐❞ t♦ ❜❡ ❝♦♥✢✉❡♥t ✐❢ t❤❡ ❞✐❛❣r❛♠ ✉

❝❛♥ ❛❧✇❛②s ❜❡ ❝♦♠♣❧❡t❡❞ ▼♦♥♦✐❞s ❞❡✜♥❡❞ ❜② s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s ✭❙❈ ♠♦♥♦✐❞s✮ ♣r♦✈✐❞❡ ♠♦❞❡❧s ❢♦r ♣❛rt✐❛❧ r❡✈❡rs✐❜✐❧✐t② ✐♥ ❈♦♠♣✉t❡r ❙❝✐❡♥❝❡

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-13
SLIDE 13

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

◆♦r♠❛❧ ❢♦r♠s

✉ ∈ ❆∗ ✐s ✐rr❡❞✉❝✐❜❧❡ ✐❢ ✉

− →✈ ✐♠♣❧✐❡s ✈ = ✉ ✉ ✕ t❤❡ ✉♥✐q✉❡ ✐rr❡❞✉❝✐❜❧❡ ✇♦r❞ s✉❝❤ t❤❛t ✉

− →✉ ▼ ❤❛s ❛ s❡t ♦❢ ♥♦r♠❛❧ ❢♦r♠s ❆❘ ❆ ❝♦♥s✐st✐♥❣ ♦❢ ❛❧❧ ✐rr❡❞✉❝✐❜❧❡ ✇♦r❞s ▼ ❆❘ ❢♦r ✉ ✈ ✉✈ ❆❘ ✕ t❤❡ s❡t ♦❢ ❛❧❧ ✐♥✜♥✐t❡ ✐rr❡❞✉❝✐❜❧❡ ✇♦r❞s ♦✈❡r ❆ ❆❘ ❆❘ ❆❘

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-14
SLIDE 14

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

◆♦r♠❛❧ ❢♦r♠s

✉ ∈ ❆∗ ✐s ✐rr❡❞✉❝✐❜❧❡ ✐❢ ✉

− →✈ ✐♠♣❧✐❡s ✈ = ✉ ✉ ✕ t❤❡ ✉♥✐q✉❡ ✐rr❡❞✉❝✐❜❧❡ ✇♦r❞ s✉❝❤ t❤❛t ✉

− →✉ ▼ ❤❛s ❛ s❡t ♦❢ ♥♦r♠❛❧ ❢♦r♠s ❆∗

❘ ⊆ ❆∗ ❝♦♥s✐st✐♥❣ ♦❢ ❛❧❧

✐rr❡❞✉❝✐❜❧❡ ✇♦r❞s ▼ ∼ = (❆∗

❘, ◦) ❢♦r ✉ ◦ ✈ = ✉✈

❆❘ ✕ t❤❡ s❡t ♦❢ ❛❧❧ ✐♥✜♥✐t❡ ✐rr❡❞✉❝✐❜❧❡ ✇♦r❞s ♦✈❡r ❆ ❆❘ ❆❘ ❆❘

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-15
SLIDE 15

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

◆♦r♠❛❧ ❢♦r♠s

✉ ∈ ❆∗ ✐s ✐rr❡❞✉❝✐❜❧❡ ✐❢ ✉

− →✈ ✐♠♣❧✐❡s ✈ = ✉ ✉ ✕ t❤❡ ✉♥✐q✉❡ ✐rr❡❞✉❝✐❜❧❡ ✇♦r❞ s✉❝❤ t❤❛t ✉

− →✉ ▼ ❤❛s ❛ s❡t ♦❢ ♥♦r♠❛❧ ❢♦r♠s ❆∗

❘ ⊆ ❆∗ ❝♦♥s✐st✐♥❣ ♦❢ ❛❧❧

✐rr❡❞✉❝✐❜❧❡ ✇♦r❞s ▼ ∼ = (❆∗

❘, ◦) ❢♦r ✉ ◦ ✈ = ✉✈

❆ω

❘ ✕ t❤❡ s❡t ♦❢ ❛❧❧ ✐♥✜♥✐t❡ ✐rr❡❞✉❝✐❜❧❡ ✇♦r❞s ♦✈❡r ❆

❆∞

❘ = ❆∗ ❘ ∪ ❆ω ❘

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-16
SLIDE 16

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ ♣r❡✜① ✉❧tr❛♠❡tr✐❝

❋♦r ❛❧❧ α = ❛✶❛✷ . . .✱ β = ❜✶❜✷ . . . ∈ ❆∞

❘ (❛✐, ❜❥ ∈ ❆)✱ ❧❡t

r(α, β) = ♠✐♥{♥ ∈ N | ❛♥ = ❜♥} ✐❢ α = β ∞ ✐❢ α = β ❛♥❞ ❞(α, β) = ✷−r(α,β) ❚❤❡♥ ❆❘ ❞ ✐s t❤❡ ❝♦♠♣❧❡t✐♦♥ ♦❢ ❆❘ ❞ ❛♥❞ ✐t ✐s ❝♦♠♣❛❝t

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-17
SLIDE 17

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ ♣r❡✜① ✉❧tr❛♠❡tr✐❝

❋♦r ❛❧❧ α = ❛✶❛✷ . . .✱ β = ❜✶❜✷ . . . ∈ ❆∞

❘ (❛✐, ❜❥ ∈ ❆)✱ ❧❡t

r(α, β) = ♠✐♥{♥ ∈ N | ❛♥ = ❜♥} ✐❢ α = β ∞ ✐❢ α = β ❛♥❞ ❞(α, β) = ✷−r(α,β) ❚❤❡♥ (❆∞

❘ , ❞) ✐s t❤❡ ❝♦♠♣❧❡t✐♦♥ ♦❢ (❆∗ ❘, ❞) ❛♥❞ ✐t ✐s ❝♦♠♣❛❝t

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-18
SLIDE 18

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ ❣❡♦❞❡s✐❝ ♠❡tr✐❝

❚❤❡ ❈❛②❧❡② ❣r❛♣❤ Γ❆(▼) ❤❛s ✈❡rt❡① s❡t ❆∗

❘ ❛♥❞ ❡❞❣❡s

− →✉❛ (✉ ∈ ❆∗

❘, ❛ ∈ ❆)

❚❤❡ ❣❡♦❞❡s✐❝ ♠❡tr✐❝ s ✐♥ ❆❘ ✐s ❞❡✜♥❡❞ ❜② t❤❡ ❧❡♥❣t❤ ♦❢ t❤❡ s❤♦rt❡st ♣❛t❤ ✐♥ t❤❡ ✉♥❞✐r❡❝t❡❞ ❈❛②❧❡② ❣r❛♣❤ ❚❤❡♥ ❆❘ t✉r♥s ♦✉t t♦ ❜❡ t❤❡ s♣❛❝❡ ♦❢ ❡♥❞s ♦❢ ❆❘✿

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-19
SLIDE 19

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ ❣❡♦❞❡s✐❝ ♠❡tr✐❝

❚❤❡ ❈❛②❧❡② ❣r❛♣❤ Γ❆(▼) ❤❛s ✈❡rt❡① s❡t ❆∗

❘ ❛♥❞ ❡❞❣❡s

− →✉❛ (✉ ∈ ❆∗

❘, ❛ ∈ ❆)

❚❤❡ ❣❡♦❞❡s✐❝ ♠❡tr✐❝ s ✐♥ ❆∗

❘ ✐s ❞❡✜♥❡❞ ❜② t❤❡ ❧❡♥❣t❤ ♦❢ t❤❡

s❤♦rt❡st ♣❛t❤ ✐♥ t❤❡ ✉♥❞✐r❡❝t❡❞ ❈❛②❧❡② ❣r❛♣❤ ❚❤❡♥ ❆ω

❘ t✉r♥s ♦✉t t♦ ❜❡ t❤❡ s♣❛❝❡ ♦❢ ❡♥❞s ♦❢ ❆∗ ❘✿

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-20
SLIDE 20

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ ❤②♣❡r❜♦❧✐❝ t♦♣♦❧♦❣②

❚❤❡♦r❡♠ ✭❈❛ss❛✐❣♥❡ ❛♥❞ ❙✐❧✈❛ ✷✵✵✻✮ ✭✐✮ (❆∗

❘, s) ✐s ❛ ❤②♣❡r❜♦❧✐❝ ♠❡tr✐❝ s♣❛❝❡ ❛♥❞ ✇❡ ❝❛♥ t❤❡r❡❢♦r❡

❞❡✜♥❡ ❛ ♠❡tr✐❝ ♦♥ ✐ts s♣❛❝❡ ♦❢ ❡♥❞s ❜② ♠❡❛♥s ♦❢ t❤❡ ●r♦♠♦✈ ♣r♦❞✉❝t t♦ ❣❡t t❤❡ ❤②♣❡r❜♦❧✐❝ t♦♣♦❧♦❣② G ✭✐✐✮ ❚❤❡ ♣r❡✜① ♠❡tr✐❝ ❞ ♦♥ ❆ω

❘ ✐♥❞✉❝❡s t❤❡ ❤②♣❡r❜♦❧✐❝ t♦♣♦❧♦❣② G

✭✐✐✐✮ ❚❤❡ ♠♦♥♦✐❞ ❆∗

❘ ✐s ✇♦r❞ ❤②♣❡r❜♦❧✐❝ ✐♥ t❤❡ s❡♥s❡ ♦❢ ●✐❧♠❛♥

✳✳✳s♦ ✇❡ ❝❛♥ ❣❡t ❛✇❛② ✇✐t❤ ✉♥❞✐r❡❝t❡❞ ❈❛②❧❡② ❣r❛♣❤s ✭✦✮

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

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SLIDE 21

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ ❤②♣❡r❜♦❧✐❝ t♦♣♦❧♦❣②

❚❤❡♦r❡♠ ✭❈❛ss❛✐❣♥❡ ❛♥❞ ❙✐❧✈❛ ✷✵✵✻✮ ✭✐✮ (❆∗

❘, s) ✐s ❛ ❤②♣❡r❜♦❧✐❝ ♠❡tr✐❝ s♣❛❝❡ ❛♥❞ ✇❡ ❝❛♥ t❤❡r❡❢♦r❡

❞❡✜♥❡ ❛ ♠❡tr✐❝ ♦♥ ✐ts s♣❛❝❡ ♦❢ ❡♥❞s ❜② ♠❡❛♥s ♦❢ t❤❡ ●r♦♠♦✈ ♣r♦❞✉❝t t♦ ❣❡t t❤❡ ❤②♣❡r❜♦❧✐❝ t♦♣♦❧♦❣② G ✭✐✐✮ ❚❤❡ ♣r❡✜① ♠❡tr✐❝ ❞ ♦♥ ❆ω

❘ ✐♥❞✉❝❡s t❤❡ ❤②♣❡r❜♦❧✐❝ t♦♣♦❧♦❣② G

✭✐✐✐✮ ❚❤❡ ♠♦♥♦✐❞ ❆∗

❘ ✐s ✇♦r❞ ❤②♣❡r❜♦❧✐❝ ✐♥ t❤❡ s❡♥s❡ ♦❢ ●✐❧♠❛♥

✳✳✳s♦ ✇❡ ❝❛♥ ❣❡t ❛✇❛② ✇✐t❤ ✉♥❞✐r❡❝t❡❞ ❈❛②❧❡② ❣r❛♣❤s ✭✦✮

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

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SLIDE 22

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❈♦♥t✐♥✉♦✉s ❡①t❡♥s✐♦♥s

❚❤❡♦r❡♠ ✭❈❛ss❛✐❣♥❡ ❛♥❞ ❙✐❧✈❛ ✷✵✵✻✮ ▲❡t ϕ ❜❡ ❛ ♥♦♥tr✐✈✐❛❧ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❆∗

❘✳ ❚❤❡♥ t❤❡ ❢♦❧❧♦✇✐♥❣

❝♦♥❞✐t✐♦♥s ❛r❡ ❡q✉✐✈❛❧❡♥t ❛♥❞ ❞❡❝✐❞❛❜❧❡✿ ✭✐✮ ϕ ❝❛♥ ❜❡ ❡①t❡♥❞❡❞ t♦ ❛ ❝♦♥t✐♥✉♦✉s ♠❛♣♣✐♥❣ Φ : ❆∞

❘ → ❆∞ ❘

✭✐✐✮ ϕ ✐s ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❢♦r t❤❡ ♣r❡✜① ♠❡tr✐❝ ✭✐✐✐✮ ✇ϕ−✶ ✐s ✜♥✐t❡ ❢♦r ❡✈❡r② ✇ ∈ ❆∗

❋✐①ϕ = {✉ ∈ ❆∗

❘ | ✉ϕ = ✉} ≤ ❆∗ ❘

❋✐①Φ = {α ∈ ❆∞

❘ | αΦ = α}

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

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SLIDE 23

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ ❜♦✉♥❞❡❞ r❡❞✉❝t✐♦♥ ♣r♦♣❡rt②

Pr♦♣♦s✐t✐♦♥ ▲❡t ϕ ∈ ❊♥❞❆∗

❘ ❜❡ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❢♦r t❤❡ ♣r❡✜① ♠❡tr✐❝✳ ❚❤❡♥

t❤❡r❡ ❡①✐sts s♦♠❡ ▼ϕ > ✵ s✉❝❤ t❤❛t✱ ✇❤❡♥❡✈❡r ✉✈ ∈ ❆∗

❘✱ t❤❡

r❡❞✉❝t✐♦♥ ♦❢ (✉ϕ)(✈ϕ) ✐♥✈♦❧✈❡s ❛t ♠♦st ▼ϕ ❧❡tt❡rs ❢r♦♠ ✉ϕ ❛♥❞ ▼ϕ ❧❡tt❡rs ❢r♦♠ ✈ϕ✳ ✉ϕ ✈ϕ r❡♠❛✐♥s ≤ ▼ϕ ≤ ▼ϕ r❡♠❛✐♥s Pr♦✈❡❞ ❜② ❈♦♦♣❡r ✭✶✾✽✼✮ ❢♦r ❢r❡❡ ❣r♦✉♣ ❛✉t♦♠♦r♣❤✐s♠s

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-24
SLIDE 24

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❉❡✜♥✐♥❣ ❛ q✉♦t✐❡♥t

❋✐① ϕ : ❆∗

❘ → ❆∗ ❘ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s

▲❛❞r❛ ❛♥❞ ❙✐❧✈❛ ✷✵✵✼✿

≤▼ϕ

σ(✉) τ(✉)

  • σ′′(✉)
  • ✉ϕ

σ(✉) ρ(✉)

  • P❡❞r♦ ❱✳ ❙✐❧✈❛

❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

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SLIDE 25

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❉❡✜♥✐♥❣ ❛ q✉♦t✐❡♥t

λ(✉)σ′′(✉)τ(✉) ✐s t❤❡ s❤♦rt❡st s✉✣① ♦❢ ✉ s❛t✐s❢②✐♥❣ |λ(✉)σ′′(✉)τ(✉)| ≥ t❘ − ✶ ♦r λ(✉)σ′′(✉)τ(✉) = ✉ ✳✳✳s♦ t❤❛t λ(✉) ✐s ❛ s✉✣① ♦❢ σ′(✉) ♦❢ ❜♦✉♥❞❡❞ ❧❡♥❣t❤ ✇r✐t❡ ❈ ✉ ✉ ✉ ✉ ✉ ▲❡♠♠❛ ▲❡t ✉ ✈ ❆❘ ❜❡ s✉❝❤ t❤❛t ❈ ✉ ❈ ✈ ❛♥❞ ✉❛ ❆❘✳ ❚❤❡♥ ✈❛ ❆❘ ❛♥❞ ❈ ✉❛ ❈ ✈❛ ✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

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SLIDE 26

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❉❡✜♥✐♥❣ ❛ q✉♦t✐❡♥t

λ(✉)σ′′(✉)τ(✉) ✐s t❤❡ s❤♦rt❡st s✉✣① ♦❢ ✉ s❛t✐s❢②✐♥❣ |λ(✉)σ′′(✉)τ(✉)| ≥ t❘ − ✶ ♦r λ(✉)σ′′(✉)τ(✉) = ✉ ✳✳✳s♦ t❤❛t λ(✉) ✐s ❛ s✉✣① ♦❢ σ′(✉) ♦❢ ❜♦✉♥❞❡❞ ❧❡♥❣t❤ ✇r✐t❡ ❈(✉) = (λ(✉), σ′′(✉), τ(✉), ρ(✉)) ▲❡♠♠❛ ▲❡t ✉ ✈ ❆❘ ❜❡ s✉❝❤ t❤❛t ❈ ✉ ❈ ✈ ❛♥❞ ✉❛ ❆❘✳ ❚❤❡♥ ✈❛ ❆❘ ❛♥❞ ❈ ✉❛ ❈ ✈❛ ✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

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SLIDE 27

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❉❡✜♥✐♥❣ ❛ q✉♦t✐❡♥t

λ(✉)σ′′(✉)τ(✉) ✐s t❤❡ s❤♦rt❡st s✉✣① ♦❢ ✉ s❛t✐s❢②✐♥❣ |λ(✉)σ′′(✉)τ(✉)| ≥ t❘ − ✶ ♦r λ(✉)σ′′(✉)τ(✉) = ✉ ✳✳✳s♦ t❤❛t λ(✉) ✐s ❛ s✉✣① ♦❢ σ′(✉) ♦❢ ❜♦✉♥❞❡❞ ❧❡♥❣t❤ ✇r✐t❡ ❈(✉) = (λ(✉), σ′′(✉), τ(✉), ρ(✉)) ▲❡♠♠❛ ▲❡t ✉, ✈ ∈ ❆∗

❘ ❜❡ s✉❝❤ t❤❛t ❈(✉) = ❈(✈) ❛♥❞ ✉❛ ∈ ❆∗ ❘✳ ❚❤❡♥

✈❛ ∈ ❆∗

❘ ❛♥❞ ❈(✉❛) = ❈(✈❛)✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-28
SLIDE 28

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❆♥ ❛✉t♦♠❛t♦♥ ❢♦r ❋✐①Φ✳✳✳

❲❡ ❜✉✐❧❞ ❛ ❞❡t❡r♠✐♥✐st✐❝ ❆✲❛✉t♦♠❛t♦♥ A′

ϕ = (◗′, q✵, ❚ ′, ❊ ′) ❜②

t❛❦✐♥❣ ◗′ = {❈(✉) | ✉ ≤ α ❢♦r s♦♠❡ α ∈ ❋✐①Φ} q✵ = ❈(✶) ❚ ′ = {❈(✉) ∈ ◗′ | τ(✉) = ρ(✉) = ✶} ❊ ′ = {(❈(✉), ❛, ❈(✈)) ∈ ◗′ × ❆ × ◗′ | ✈ = ✉❛} Pr♦♣♦s✐t✐♦♥ ❋✐① ▲ ✳✳✳✇❤❡r❡ ▲ ✐s t❤❡ s❡t ♦❢ ❧❛❜❡❧s ♦❢ ✐♥✜♥✐t❡ ♣❛t❤s q✵ ❛♥❞ ▲ ▲ ▲

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-29
SLIDE 29

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❆♥ ❛✉t♦♠❛t♦♥ ❢♦r ❋✐①Φ✳✳✳

❲❡ ❜✉✐❧❞ ❛ ❞❡t❡r♠✐♥✐st✐❝ ❆✲❛✉t♦♠❛t♦♥ A′

ϕ = (◗′, q✵, ❚ ′, ❊ ′) ❜②

t❛❦✐♥❣ ◗′ = {❈(✉) | ✉ ≤ α ❢♦r s♦♠❡ α ∈ ❋✐①Φ} q✵ = ❈(✶) ❚ ′ = {❈(✉) ∈ ◗′ | τ(✉) = ρ(✉) = ✶} ❊ ′ = {(❈(✉), ❛, ❈(✈)) ∈ ◗′ × ❆ × ◗′ | ✈ = ✉❛} Pr♦♣♦s✐t✐♦♥ ❋✐①Φ = ▲∞(A′

ϕ)

✳✳✳✇❤❡r❡ ▲ω(A′

ϕ) ✐s t❤❡ s❡t ♦❢ ❧❛❜❡❧s ♦❢ ✐♥✜♥✐t❡ ♣❛t❤s q✵ α

− → . . . ❛♥❞ ▲∞(A′

ϕ) = ▲(A′ ϕ) ∪ ▲ω(A′ ϕ)

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-30
SLIDE 30

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

✳✳✳❛♥❞ ❛♥♦t❤❡r ❢♦r ❋✐①ϕ

▲❡t ❙ = {q ∈ ◗′ | q ❤❛s ♦✉t❞❡❣r❡❡ ≥ ✷} ▲❡t ◗ = {q ∈ ◗′ | ∃ ❛ ♣❛t❤ q− →♣ ∈ ❙ ∪ ❚ ′} ❲❡ ❞❡✜♥❡ Aϕ = (◗, q✵, ❚, ❊) ❜② t❛❦✐♥❣ ❚ = ❚ ′ ∩ ◗, ❊ = ❊ ′ ∩ (◗ × ❆ × ◗) Pr♦♣♦s✐t✐♦♥ ❋✐① ▲

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-31
SLIDE 31

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

✳✳✳❛♥❞ ❛♥♦t❤❡r ❢♦r ❋✐①ϕ

▲❡t ❙ = {q ∈ ◗′ | q ❤❛s ♦✉t❞❡❣r❡❡ ≥ ✷} ▲❡t ◗ = {q ∈ ◗′ | ∃ ❛ ♣❛t❤ q− →♣ ∈ ❙ ∪ ❚ ′} ❲❡ ❞❡✜♥❡ Aϕ = (◗, q✵, ❚, ❊) ❜② t❛❦✐♥❣ ❚ = ❚ ′ ∩ ◗, ❊ = ❊ ′ ∩ (◗ × ❆ × ◗) Pr♦♣♦s✐t✐♦♥ ❋✐①ϕ = ▲(Aϕ)

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-32
SLIDE 32

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❋✐♥✐t❡✲s♣❧✐tt✐♥❣

❲❡ s❛② t❤❛t ϕ ✐s ✜♥✐t❡✲s♣❧✐tt✐♥❣ ✐❢ ❙ ✐s ✜♥✐t❡ ❚❤❡♦r❡♠ ❋■◆ ■❢ ϕ ✐s ❛ ✜♥✐t❡✲s♣❧✐tt✐♥❣ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠✱ t❤❡♥ ❋✐① ϕ ✐s r❛t✐♦♥❛❧ ❚❤❡♦r❡♠ ■◆❋ ■❢ ✐s ❛ ✜♥✐t❡✲s♣❧✐tt✐♥❣ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠✱ t❤❡♥ t❤❡r❡ ❡①✐st ▲ ▲✶ ▲s ❘❛t ❆ ❛♥❞

✶ s

❆❘ s✉❝❤ t❤❛t ❋✐① ▲❝ ▲✶

▲s

s

✇❤❡r❡ ▲❝ ❞❡♥♦t❡s t❤❡ t♦♣♦❧♦❣✐❝❛❧ ❝❧♦s✉r❡ ♦❢ ▲

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-33
SLIDE 33

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❋✐♥✐t❡✲s♣❧✐tt✐♥❣

❲❡ s❛② t❤❛t ϕ ✐s ✜♥✐t❡✲s♣❧✐tt✐♥❣ ✐❢ ❙ ✐s ✜♥✐t❡ ❚❤❡♦r❡♠ ❋■◆ ■❢ ϕ ✐s ❛ ✜♥✐t❡✲s♣❧✐tt✐♥❣ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠✱ t❤❡♥ ❋✐① ϕ ✐s r❛t✐♦♥❛❧ ❚❤❡♦r❡♠ ■◆❋ ■❢ ϕ ✐s ❛ ✜♥✐t❡✲s♣❧✐tt✐♥❣ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠✱ t❤❡♥ t❤❡r❡ ❡①✐st ▲, ▲✶, . . . , ▲s ∈ ❘❛t ❆∗ ❛♥❞ α✶, . . . , αs ∈ ❆ω

❘ s✉❝❤ t❤❛t

❋✐① Φ = ▲❝ ∪ ▲✶α✶ ∪ . . . ∪ ▲sαs, ✇❤❡r❡ ▲❝ ❞❡♥♦t❡s t❤❡ t♦♣♦❧♦❣✐❝❛❧ ❝❧♦s✉r❡ ♦❢ ▲

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-34
SLIDE 34

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

A′

ϕ ❛♥❞ Aϕ

A′

ϕ ✐s ❛ ✜♥✐t❡ ❛✉t♦♠❛t♦♥ ✇✐t❤ ❛ ❢❡✇ ✐♥✜♥✐t❡ ❤❛✐rs ❛❞❥♦✐♥❡❞

  • α✶

. . .

. . .

  • α✷
  • ❚♦ ❣❡t

✱ ✇❡ r❡♠♦✈❡ t❤❡ ❤❛✐rs ❢r♦♠ t❤❡ t❡r♠✐♥❛❧ ✈❡rt✐❝❡s ♦♥✇❛r❞s ❛♥❞ ❡✈❡♥t✉❛❧❧② ❛ ❢❡✇ ♦t❤❡r ✈❡rt✐❝❡s ❚❤❡ ✭✐♥✜♥✐t❡✮ ❤❛✐rs ❝♦rr❡s♣♦♥❞ t♦ ✭▲②❛♣✉♥♦✈ st❛❜❧❡✮ ❛ttr❛❝t♦rs ♦r r❡♣❡❧❧❡rs

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-35
SLIDE 35

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

A′

ϕ ❛♥❞ Aϕ

A′

ϕ ✐s ❛ ✜♥✐t❡ ❛✉t♦♠❛t♦♥ ✇✐t❤ ❛ ❢❡✇ ✐♥✜♥✐t❡ ❤❛✐rs ❛❞❥♦✐♥❡❞

  • α✶

. . .

. . .

  • α✷
  • ❚♦ ❣❡t Aϕ✱ ✇❡ r❡♠♦✈❡ t❤❡ ❤❛✐rs ❢r♦♠ t❤❡ t❡r♠✐♥❛❧ ✈❡rt✐❝❡s

♦♥✇❛r❞s ❛♥❞ ❡✈❡♥t✉❛❧❧② ❛ ❢❡✇ ♦t❤❡r ✈❡rt✐❝❡s ❚❤❡ ✭✐♥✜♥✐t❡✮ ❤❛✐rs ❝♦rr❡s♣♦♥❞ t♦ ✭▲②❛♣✉♥♦✈ st❛❜❧❡✮ ❛ttr❛❝t♦rs ♦r r❡♣❡❧❧❡rs

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-36
SLIDE 36

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❲❤❛t ✐s ✜♥✐t❡✲s♣❧✐tt✐♥❣ ❛♥②✇❛②❄

❋✐♥✐t❡✲s♣❧✐tt✐♥❣ ✐s ❛ ♣r♦♣❡rt② ♦❢ ✐♥✜♥✐t❡ ❛✉t♦♠❛t❛ ✇❤✐❝❤ ❛r❡ ♥♦t ❝♦♥str✉❝t✐❜❧❡✳✳✳ ✳✳✳s♦ ✇❤♦ ❝❛♥ t❡❧❧ ✇❤❡♥ ❞♦❡s s✉❝❤ ❛ ♣r♦♣❡rt② ♦❝❝✉r❄ ❲❡ ❝❛♥✬t✦ ❙♦ t❤❡ ♣❧❛♥ ✐s t♦ ✐❞❡♥t✐❢② ♥✐❝❡ s✉❜❝❧❛ss❡s ♦❢ ✜♥✐t❡✲s♣❧✐tt✐♥❣ ❡♥❞♦♠♦r♣❤✐s♠s ✇✐t❤ ❣♦♦❞ ♣r♦♣❡rt✐❡s

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-37
SLIDE 37

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❲❤❛t ✐s ✜♥✐t❡✲s♣❧✐tt✐♥❣ ❛♥②✇❛②❄

❋✐♥✐t❡✲s♣❧✐tt✐♥❣ ✐s ❛ ♣r♦♣❡rt② ♦❢ ✐♥✜♥✐t❡ ❛✉t♦♠❛t❛ ✇❤✐❝❤ ❛r❡ ♥♦t ❝♦♥str✉❝t✐❜❧❡✳✳✳ ✳✳✳s♦ ✇❤♦ ❝❛♥ t❡❧❧ ✇❤❡♥ ❞♦❡s s✉❝❤ ❛ ♣r♦♣❡rt② ♦❝❝✉r❄ ❲❡ ❝❛♥✬t✦ ❙♦ t❤❡ ♣❧❛♥ ✐s t♦ ✐❞❡♥t✐❢② ♥✐❝❡ s✉❜❝❧❛ss❡s ♦❢ ✜♥✐t❡✲s♣❧✐tt✐♥❣ ❡♥❞♦♠♦r♣❤✐s♠s ✇✐t❤ ❣♦♦❞ ♣r♦♣❡rt✐❡s

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-38
SLIDE 38

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❇♦✉♥❞❛r②✲✐♥❥❡❝t✐✈✐t②

❲❡ s❛② t❤❛t ❛ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠ ϕ ♦❢ ❆∗

❘ ✐s

❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡ ✐❢ t❤❡ ❡①t❡♥s✐♦♥ Φ ✐s ✐♥❥❡❝t✐✈❡ ❆ ♠♦♥♦♠♦r♣❤✐s♠ ♥❡❡❞s ♥♦t t♦ ❜❡ ❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡ ❚❤❡♦r❡♠ ■❢ ✐s ❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡✱ t❤❡♥ ✐t ✐s ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❛♥❞ ✜♥✐t❡✲s♣❧✐tt✐♥❣ ❚❤❡♦r❡♠

  • ✐✈❡♥ ❛ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠

♦❢ ❆❘✱ ✐t ✐s ❞❡❝✐❞❛❜❧❡ ✇❤❡t❤❡r ♦r ♥♦t ✐s ✐♥❥❡❝t✐✈❡ ♦r ❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-39
SLIDE 39

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❇♦✉♥❞❛r②✲✐♥❥❡❝t✐✈✐t②

❲❡ s❛② t❤❛t ❛ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠ ϕ ♦❢ ❆∗

❘ ✐s

❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡ ✐❢ t❤❡ ❡①t❡♥s✐♦♥ Φ ✐s ✐♥❥❡❝t✐✈❡ ❆ ♠♦♥♦♠♦r♣❤✐s♠ ♥❡❡❞s ♥♦t t♦ ❜❡ ❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡ ❚❤❡♦r❡♠ ■❢ ϕ ✐s ❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡✱ t❤❡♥ ✐t ✐s ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❛♥❞ ✜♥✐t❡✲s♣❧✐tt✐♥❣ ❚❤❡♦r❡♠

  • ✐✈❡♥ ❛ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠

♦❢ ❆❘✱ ✐t ✐s ❞❡❝✐❞❛❜❧❡ ✇❤❡t❤❡r ♦r ♥♦t ✐s ✐♥❥❡❝t✐✈❡ ♦r ❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-40
SLIDE 40

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❇♦✉♥❞❛r②✲✐♥❥❡❝t✐✈✐t②

❲❡ s❛② t❤❛t ❛ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠ ϕ ♦❢ ❆∗

❘ ✐s

❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡ ✐❢ t❤❡ ❡①t❡♥s✐♦♥ Φ ✐s ✐♥❥❡❝t✐✈❡ ❆ ♠♦♥♦♠♦r♣❤✐s♠ ♥❡❡❞s ♥♦t t♦ ❜❡ ❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡ ❚❤❡♦r❡♠ ■❢ ϕ ✐s ❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡✱ t❤❡♥ ✐t ✐s ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❛♥❞ ✜♥✐t❡✲s♣❧✐tt✐♥❣ ❚❤❡♦r❡♠

  • ✐✈❡♥ ❛ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠ ϕ ♦❢ ❆∗

❘✱ ✐t ✐s

❞❡❝✐❞❛❜❧❡ ✇❤❡t❤❡r ♦r ♥♦t ϕ ✐s ✐♥❥❡❝t✐✈❡ ♦r ❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-41
SLIDE 41

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❇♦✉♥❞❡❞ ❧❡♥❣t❤ ❞❡❝r❡❛s❡

❆♥ ❡♥❞♦♠♦r♣❤✐s♠ ϕ ♦❢ ❆∗

❘ ❤❛s ❜♦✉♥❞❡❞ ❧❡♥❣t❤ ❞❡❝r❡❛s❡ ✐❢

∃❞ϕ ∈ ■ ◆ ∀✉ ∈ ❆∗

|✉| − |✉ϕ| ≤ ❞ϕ ❞ ❝❛♥ ❜❡ ❛r❜✐tr❛r✐❧② ❧❛r❣❡ ❚❤❡♦r❡♠ ■❢ ❤❛s ❜♦✉♥❞❡❞ ❧❡♥❣t❤ ❞❡❝r❡❛s❡✱ t❤❡♥ ✐t ✐s ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❛♥❞ ✜♥✐t❡✲s♣❧✐tt✐♥❣

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-42
SLIDE 42

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❇♦✉♥❞❡❞ ❧❡♥❣t❤ ❞❡❝r❡❛s❡

❆♥ ❡♥❞♦♠♦r♣❤✐s♠ ϕ ♦❢ ❆∗

❘ ❤❛s ❜♦✉♥❞❡❞ ❧❡♥❣t❤ ❞❡❝r❡❛s❡ ✐❢

∃❞ϕ ∈ ■ ◆ ∀✉ ∈ ❆∗

|✉| − |✉ϕ| ≤ ❞ϕ ❞ϕ ❝❛♥ ❜❡ ❛r❜✐tr❛r✐❧② ❧❛r❣❡ ❚❤❡♦r❡♠ ■❢ ϕ ❤❛s ❜♦✉♥❞❡❞ ❧❡♥❣t❤ ❞❡❝r❡❛s❡✱ t❤❡♥ ✐t ✐s ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❛♥❞ ✜♥✐t❡✲s♣❧✐tt✐♥❣

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-43
SLIDE 43

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤✐s s✉❜❝❧❛ss ✐s ❡✈❡♥ ♥✐❝❡r✦

❚❤❡♦r❡♠

  • ✐✈❡♥ ❛ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠ ϕ ♦❢ ❆∗

❘✱ ✐t ✐s

❞❡❝✐❞❛❜❧❡ ✇❤❡t❤❡r ♦r ♥♦t ϕ ❤❛s ❜♦✉♥❞❡❞ ❧❡♥❣t❤ ❞❡❝r❡❛s❡✳ ■❢ t❤✐s ✐s t❤❡ ❝❛s❡✱ ❞ϕ ❝❛♥ ❜❡ ❡✛❡❝t✐✈❡❧② ❝♦♠♣✉t❡❞✳ ❚❤❡♦r❡♠

  • ✐✈❡♥ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠

♦❢ ❆❘ ❤❛✈✐♥❣ ❜♦✉♥❞❡❞ ❧❡♥❣t❤ ❞❡❝r❡❛s❡✱ ✇❡ ❝❛♥ ❡✛❡❝t✐✈❡❧② ❝♦♥str✉❝t ✜♥✐t❡ ❆✲❛✉t♦♠❛t❛

✶ s ❛♥❞ ✶ s

❆❘ s✉❝❤ t❤❛t ✭✐✮ ❋✐① ▲ ✭✐✐✮ ❋✐① ▲ ▲

✶ ✶

s s

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-44
SLIDE 44

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤✐s s✉❜❝❧❛ss ✐s ❡✈❡♥ ♥✐❝❡r✦

❚❤❡♦r❡♠

  • ✐✈❡♥ ❛ ✉♥✐❢♦r♠❧② ❝♦♥t✐♥✉♦✉s ❡♥❞♦♠♦r♣❤✐s♠ ϕ ♦❢ ❆∗

❘✱ ✐t ✐s

❞❡❝✐❞❛❜❧❡ ✇❤❡t❤❡r ♦r ♥♦t ϕ ❤❛s ❜♦✉♥❞❡❞ ❧❡♥❣t❤ ❞❡❝r❡❛s❡✳ ■❢ t❤✐s ✐s t❤❡ ❝❛s❡✱ ❞ϕ ❝❛♥ ❜❡ ❡✛❡❝t✐✈❡❧② ❝♦♠♣✉t❡❞✳ ❚❤❡♦r❡♠

  • ✐✈❡♥ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ϕ ♦❢ ❆∗

❘ ❤❛✈✐♥❣ ❜♦✉♥❞❡❞ ❧❡♥❣t❤ ❞❡❝r❡❛s❡✱

✇❡ ❝❛♥ ❡✛❡❝t✐✈❡❧② ❝♦♥str✉❝t ✜♥✐t❡ ❆✲❛✉t♦♠❛t❛ A, A✶, . . . , As ❛♥❞ α✶, . . . , αs ∈ ❆ω

❘ s✉❝❤ t❤❛t

✭✐✮ ❋✐① ϕ = ▲(A) ✭✐✐✮ ❋✐① Φ = ▲∞(A) ∪ ▲(A✶)α✶ ∪ . . . ∪ ▲(As)αs

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-45
SLIDE 45

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❍♦✇ ❞♦ ✇❡ ❣❡t ✜♥✐t❡✲s♣❧✐tt✐♥❣❄

✉ ✉ϕ ♥♦ ❡❧❡♠❡♥ts ✐♥ ❙ ✉ ✉ϕ ❜♦✉♥❞❡❞ ♥✉♠❜❡r ♦❢ ❝❛s❡s ✉ ❜♦✉♥❞❡❞ ♥✉♠❜❡r ♦❢ ❝❛s❡s ✉ϕ ✉ ❞❡❝✐❞❡r ✉ϕ

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-46
SLIDE 46

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❲❤✐❝❤ ❣r♦✉♣s ❛r❡ ❝♦✈❡r❡❞ ❜② ♦✉r r❡s✉❧ts❄

◆♦t t♦♦ ♠❛♥②✳✳✳ Pr♦♣♦s✐t✐♦♥ ❚❤❡ ❙❈ ❣r♦✉♣s ❛r❡ ♣r❡❝✐s❡❧② t❤❡ ❢r❡❡ ♣r♦❞✉❝ts ♦❢ ❝②❝❧✐❝ ❣r♦✉♣s ✳✳✳❜✉t st✐❧❧ ✇❡ ❝❛♥ ❣❡t s♦♠❡ ♥❡✇ ❣r♦✉♣ t❤❡♦r② r❡s✉❧ts

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-47
SLIDE 47

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❲❤✐❝❤ ❣r♦✉♣s ❛r❡ ❝♦✈❡r❡❞ ❜② ♦✉r r❡s✉❧ts❄

◆♦t t♦♦ ♠❛♥②✳✳✳ Pr♦♣♦s✐t✐♦♥ ❚❤❡ ❙❈ ❣r♦✉♣s ❛r❡ ♣r❡❝✐s❡❧② t❤❡ ❢r❡❡ ♣r♦❞✉❝ts ♦❢ ❝②❝❧✐❝ ❣r♦✉♣s ✳✳✳❜✉t st✐❧❧ ✇❡ ❝❛♥ ❣❡t s♦♠❡ ♥❡✇ ❣r♦✉♣ t❤❡♦r② r❡s✉❧ts

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-48
SLIDE 48

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❆♥ ❛❧t❡r♥❛t✐✈❡ ♣r♦♦❢✳✳✳

❲❡ ❝❛♥ ❣❡t ❛♥ ❛❧t❡r♥❛t✐✈❡ ♣r♦♦❢ ❢♦r ❚❤❡♦r❡♠ ❋■◆ ✭❙②❦✐♦t✐s ✷✵✵✻✮ ▲❡t ϕ ❜❡ ❛ ♠♦♥♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❙❈ ❣r♦✉♣✳ ❚❤❡♥ ❋✐① ϕ ✐s ❢✳❣✳ ❲❡ ✉s❡ t❤❡ ❢♦❧❧♦✇✐♥❣✿ ❡✈❡r② ♠♦♥♦♠♦r♣❤✐s♠ ♦❢ s✉❝❤ ❛ ❣r♦✉♣ ✐s ❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡ ❡✈❡r② r❛t✐♦♥❛❧ s✉❜❣r♦✉♣ ♦❢ ❛ ❣r♦✉♣ ✐s ❢✳❣✳ ✭❆♥✐s✐♠♦✈ ❛♥❞ ❙❡✐❢❡rt✬s ❚❤❡♦r❡♠✮

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-49
SLIDE 49

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❆♥ ❛❧t❡r♥❛t✐✈❡ ♣r♦♦❢✳✳✳

❲❡ ❝❛♥ ❣❡t ❛♥ ❛❧t❡r♥❛t✐✈❡ ♣r♦♦❢ ❢♦r ❚❤❡♦r❡♠ ❋■◆ ✭❙②❦✐♦t✐s ✷✵✵✻✮ ▲❡t ϕ ❜❡ ❛ ♠♦♥♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❙❈ ❣r♦✉♣✳ ❚❤❡♥ ❋✐① ϕ ✐s ❢✳❣✳ ❲❡ ✉s❡ t❤❡ ❢♦❧❧♦✇✐♥❣✿ ❡✈❡r② ♠♦♥♦♠♦r♣❤✐s♠ ♦❢ s✉❝❤ ❛ ❣r♦✉♣ ✐s ❜♦✉♥❞❛r②✲✐♥❥❡❝t✐✈❡ ❡✈❡r② r❛t✐♦♥❛❧ s✉❜❣r♦✉♣ ♦❢ ❛ ❣r♦✉♣ ✐s ❢✳❣✳ ✭❆♥✐s✐♠♦✈ ❛♥❞ ❙❡✐❢❡rt✬s ❚❤❡♦r❡♠✮

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-50
SLIDE 50

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

✳✳✳❛♥❞ ❛ ♥❡✇ r❡s✉❧t

❚❤❡♦r❡♠ ■◆❋ ▲❡t ϕ ❜❡ ❛ ♠♦♥♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❙❈ ❣r♦✉♣✳ ❚❤❡♥ ❋✐① Φ = (❋✐① ϕ)❝ ∪ (❋✐① ϕ)❳ ❢♦r s♦♠❡ ✜♥✐t❡ ❳ ⊆ ❋✐① Φ✳ ❆♣♣❛r❡♥t❧②✱ t❤✐s ✐s ♥❡✇ ❡✈❡♥ ❢♦r ❢r❡❡ ❣r♦✉♣ ♠♦♥♦♠♦r♣❤✐s♠s ❚❤❡ ❛✉t♦♠♦r♣❤✐s♠ ❝❛s❡ ✭❢♦r ❢r❡❡ ♣r♦❞✉❝ts ♦❢ ❝②❝❧✐❝ ❣r♦✉♣s✮ ✐s ❞✉❡ t♦ ●❛❜♦r✐❛✉✱ ❏❛❡❣❡r✱ ▲❡✈✐tt ❛♥❞ ▲✉st✐❣ ✭✶✾✾✽✮

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-51
SLIDE 51

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

✳✳✳❛♥❞ ❛ ♥❡✇ r❡s✉❧t

❚❤❡♦r❡♠ ■◆❋ ▲❡t ϕ ❜❡ ❛ ♠♦♥♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❙❈ ❣r♦✉♣✳ ❚❤❡♥ ❋✐① Φ = (❋✐① ϕ)❝ ∪ (❋✐① ϕ)❳ ❢♦r s♦♠❡ ✜♥✐t❡ ❳ ⊆ ❋✐① Φ✳ ❆♣♣❛r❡♥t❧②✱ t❤✐s ✐s ♥❡✇ ❡✈❡♥ ❢♦r ❢r❡❡ ❣r♦✉♣ ♠♦♥♦♠♦r♣❤✐s♠s ❚❤❡ ❛✉t♦♠♦r♣❤✐s♠ ❝❛s❡ ✭❢♦r ❢r❡❡ ♣r♦❞✉❝ts ♦❢ ❝②❝❧✐❝ ❣r♦✉♣s✮ ✐s ❞✉❡ t♦ ●❛❜♦r✐❛✉✱ ❏❛❡❣❡r✱ ▲❡✈✐tt ❛♥❞ ▲✉st✐❣ ✭✶✾✾✽✮

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-52
SLIDE 52

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❊♠❜❡❞❞✐♥❣ ♠♦♥♦✐❞s ✐♥t♦ ❣r♦✉♣s

❆ ♠♦♥♦✐❞ ▼ ✐s ❞✐r❡❝t❧② ✜♥✐t❡ ✐❢ ∀①, ② ∈ ▼ ①② = ✶ ⇒ ②① = ✶ ❚❤❡ ❜✐❝②❝❧✐❝ ♠♦♥♦✐❞ ✐s ❞❡✜♥❡❞ ❜② ❛ ❜ ❛❜ ✶ Pr♦♣♦s✐t✐♦♥ ❚❤❡ ❢♦❧❧♦✇✐♥❣ ❝♦♥❞✐t✐♦♥s ❛r❡ ❡q✉✐✈❛❧❡♥t ❢♦r ❛♥ ❙❈ ♠♦♥♦✐❞ ▼✿ ✭✐✮ ▼ ✐s ❡♠❜❡❞❞❛❜❧❡ ✐♥t♦ s♦♠❡ ❣r♦✉♣ ✭✐✐✮ ▼ ❝♦♥t❛✐♥s ♥♦ ❜✐❝②❝❧✐❝ s✉❜♠♦♥♦✐❞ ✭✐✐✐✮ ▼ ✐s ❞✐r❡❝t❧② ✜♥✐t❡ ✭✐✈✮ ▼ ✐s ❛ ❢r❡❡ ♣r♦❞✉❝t ♦❢ ❛ ❢r❡❡ ♠♦♥♦✐❞ ❛♥❞ ❝②❝❧✐❝ ❣r♦✉♣s

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-53
SLIDE 53

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❊♠❜❡❞❞✐♥❣ ♠♦♥♦✐❞s ✐♥t♦ ❣r♦✉♣s

❆ ♠♦♥♦✐❞ ▼ ✐s ❞✐r❡❝t❧② ✜♥✐t❡ ✐❢ ∀①, ② ∈ ▼ ①② = ✶ ⇒ ②① = ✶ ❚❤❡ ❜✐❝②❝❧✐❝ ♠♦♥♦✐❞ ✐s ❞❡✜♥❡❞ ❜② ❛, ❜ | ❛❜ → ✶ Pr♦♣♦s✐t✐♦♥ ❚❤❡ ❢♦❧❧♦✇✐♥❣ ❝♦♥❞✐t✐♦♥s ❛r❡ ❡q✉✐✈❛❧❡♥t ❢♦r ❛♥ ❙❈ ♠♦♥♦✐❞ ▼✿ ✭✐✮ ▼ ✐s ❡♠❜❡❞❞❛❜❧❡ ✐♥t♦ s♦♠❡ ❣r♦✉♣ ✭✐✐✮ ▼ ❝♦♥t❛✐♥s ♥♦ ❜✐❝②❝❧✐❝ s✉❜♠♦♥♦✐❞ ✭✐✐✐✮ ▼ ✐s ❞✐r❡❝t❧② ✜♥✐t❡ ✭✐✈✮ ▼ ✐s ❛ ❢r❡❡ ♣r♦❞✉❝t ♦❢ ❛ ❢r❡❡ ♠♦♥♦✐❞ ❛♥❞ ❝②❝❧✐❝ ❣r♦✉♣s

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-54
SLIDE 54

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❊♠❜❡❞❞✐♥❣ ♠♦♥♦✐❞s ✐♥t♦ ❣r♦✉♣s

❆ ♠♦♥♦✐❞ ▼ ✐s ❞✐r❡❝t❧② ✜♥✐t❡ ✐❢ ∀①, ② ∈ ▼ ①② = ✶ ⇒ ②① = ✶ ❚❤❡ ❜✐❝②❝❧✐❝ ♠♦♥♦✐❞ ✐s ❞❡✜♥❡❞ ❜② ❛, ❜ | ❛❜ → ✶ Pr♦♣♦s✐t✐♦♥ ❚❤❡ ❢♦❧❧♦✇✐♥❣ ❝♦♥❞✐t✐♦♥s ❛r❡ ❡q✉✐✈❛❧❡♥t ❢♦r ❛♥ ❙❈ ♠♦♥♦✐❞ ▼✿ ✭✐✮ ▼ ✐s ❡♠❜❡❞❞❛❜❧❡ ✐♥t♦ s♦♠❡ ❣r♦✉♣ ✭✐✐✮ ▼ ❝♦♥t❛✐♥s ♥♦ ❜✐❝②❝❧✐❝ s✉❜♠♦♥♦✐❞ ✭✐✐✐✮ ▼ ✐s ❞✐r❡❝t❧② ✜♥✐t❡ ✭✐✈✮ ▼ ✐s ❛ ❢r❡❡ ♣r♦❞✉❝t ♦❢ ❛ ❢r❡❡ ♠♦♥♦✐❞ ❛♥❞ ❝②❝❧✐❝ ❣r♦✉♣s

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-55
SLIDE 55

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

■♥tr♦❞✉❝✐♥❣ ❡❧❡♠❡♥ts ♦❢ ✜♥✐t❡ ♦r❞❡r

❲❡ ❝❛♥ ❛❞❛♣t ●♦❧❞st❡✐♥ ❛♥❞ ❚✉r♥❡r✬s ❛✉t♦♠❛t❛✲t❤❡♦r❡t✐❝ ♣r♦♦❢ ❢r♦♠ ❢r❡❡ ❣r♦✉♣s t♦ ❙❈ ❣r♦✉♣s ❚❤❡ t❤❡♦r❡♠ ❢♦❧❧♦✇s ❛❧s♦ ❢r♦♠ t❤❡ ✇♦r❦ ♦❢ ❙②❦✐♦t✐s✱ ✇❤✐❝❤ ✉s❡❞ ❞✐✛❡r❡♥t t❡❝❤♥✐q✉❡s ❲❡ ♠❛② ❛ss✉♠❡ t❤❛t ❆ ❆✵ ❆✶ ❆

✶ ✶

❛♥❞ t❤❡r❡ ❡①✐st ♠❛ ✷ ❢♦r ❡✈❡r② ❛ ❆✵ s✉❝❤ t❤❛t ❘ ❛♠❛ ✶ ❛ ❆✵ ❛❛

✶ ✶

✶❛ ✶

❛ ❆✶ ❋♦r ❡✈❡r② ❛ ❆✵✱ ✇r✐t❡ ❛

❛♠❛

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-56
SLIDE 56

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

■♥tr♦❞✉❝✐♥❣ ❡❧❡♠❡♥ts ♦❢ ✜♥✐t❡ ♦r❞❡r

❲❡ ❝❛♥ ❛❞❛♣t ●♦❧❞st❡✐♥ ❛♥❞ ❚✉r♥❡r✬s ❛✉t♦♠❛t❛✲t❤❡♦r❡t✐❝ ♣r♦♦❢ ❢r♦♠ ❢r❡❡ ❣r♦✉♣s t♦ ❙❈ ❣r♦✉♣s ❚❤❡ t❤❡♦r❡♠ ❢♦❧❧♦✇s ❛❧s♦ ❢r♦♠ t❤❡ ✇♦r❦ ♦❢ ❙②❦✐♦t✐s✱ ✇❤✐❝❤ ✉s❡❞ ❞✐✛❡r❡♥t t❡❝❤♥✐q✉❡s ❲❡ ♠❛② ❛ss✉♠❡ t❤❛t ❆ = ❆✵ ∪ ❆✶ ∪ ❆−✶

❛♥❞ t❤❡r❡ ❡①✐st ♠❛ ≥ ✷ ❢♦r ❡✈❡r② ❛ ∈ ❆✵ s✉❝❤ t❤❛t ❘ = {(❛♠❛, ✶) | ❛ ∈ ❆✵} ∪ {(❛❛−✶, ✶), (❛−✶❛, ✶) | ❛ ∈ ❆✶} ❋♦r ❡✈❡r② ❛ ∈ ❆✵✱ ✇r✐t❡ ❛−✶ = ❛♠❛−✶

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-57
SLIDE 57

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❇✉✐❧❞✐♥❣ ❛✉t♦♠❛t❛

❋♦r ❡✈❡r② ❣ ∈ ●✱ ❧❡t ◗(❣) = ❣−✶(❣ϕ) ❚❤❡♥ ❣ ∈ ❋✐①ϕ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ◗(❣) = ✶ ❲❡ ❞❡✜♥❡ ❛♥ ❆✲❛✉t♦♠❛t♦♥ ◗ ✶ ✶ ❊ ❜②

◗ ◗ ❣ ❣

◗ ❣ ❛ ◗ ❣❛ ❣

❈❧❡❛r❧②✱ ✐s ❛ ❝♦♠♣❧❡t❡ ❛❝❝❡ss✐❜❧❡ ❞❡t❡r♠✐♥✐st✐❝ ❛✉t♦♠❛t♦♥ ❛♥❞ ▲ ❋✐①

❲❡ ❞❡✜♥❡ ❛ s✉❜❛✉t♦♠❛t♦♥ ◗ ✶ ✶ ❊ t❤r♦✉❣❤ ❊ ♣ ❛ q ❊ ❛q ✐s ✐rr❡❞✉❝✐❜❧❡

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-58
SLIDE 58

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❇✉✐❧❞✐♥❣ ❛✉t♦♠❛t❛

❋♦r ❡✈❡r② ❣ ∈ ●✱ ❧❡t ◗(❣) = ❣−✶(❣ϕ) ❚❤❡♥ ❣ ∈ ❋✐①ϕ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ◗(❣) = ✶ ❲❡ ❞❡✜♥❡ ❛♥ ❆✲❛✉t♦♠❛t♦♥ Aϕ = (◗, ✶, ✶, ❊) ❜②

◗ = {◗(❣) | ❣ ∈ ●} ❊ = {(◗(❣), ❛, ◗(❣❛)) | ❣ ∈ ●, ❛ ∈ ❆}

❈❧❡❛r❧②✱ Aϕ ✐s ❛ ❝♦♠♣❧❡t❡ ❛❝❝❡ss✐❜❧❡ ❞❡t❡r♠✐♥✐st✐❝ ❛✉t♦♠❛t♦♥ ❛♥❞ ▲(Aϕ) = (❋✐①ϕ)π−✶ ❲❡ ❞❡✜♥❡ ❛ s✉❜❛✉t♦♠❛t♦♥ ◗ ✶ ✶ ❊ t❤r♦✉❣❤ ❊ ♣ ❛ q ❊ ❛q ✐s ✐rr❡❞✉❝✐❜❧❡

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-59
SLIDE 59

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❇✉✐❧❞✐♥❣ ❛✉t♦♠❛t❛

❋♦r ❡✈❡r② ❣ ∈ ●✱ ❧❡t ◗(❣) = ❣−✶(❣ϕ) ❚❤❡♥ ❣ ∈ ❋✐①ϕ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ◗(❣) = ✶ ❲❡ ❞❡✜♥❡ ❛♥ ❆✲❛✉t♦♠❛t♦♥ Aϕ = (◗, ✶, ✶, ❊) ❜②

◗ = {◗(❣) | ❣ ∈ ●} ❊ = {(◗(❣), ❛, ◗(❣❛)) | ❣ ∈ ●, ❛ ∈ ❆}

❈❧❡❛r❧②✱ Aϕ ✐s ❛ ❝♦♠♣❧❡t❡ ❛❝❝❡ss✐❜❧❡ ❞❡t❡r♠✐♥✐st✐❝ ❛✉t♦♠❛t♦♥ ❛♥❞ ▲(Aϕ) = (❋✐①ϕ)π−✶ ❲❡ ❞❡✜♥❡ ❛ s✉❜❛✉t♦♠❛t♦♥ A′

ϕ = (◗, ✶, ✶, ❊ ′) t❤r♦✉❣❤

❊ ′ = {(♣, ❛, q) ∈ ❊ | ❛q ✐s ✐rr❡❞✉❝✐❜❧❡}

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

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SLIDE 60

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ r❡s✉❧ts

▲❡t ❞ϕ = ♠❛①{|❛ϕ|; ❛ ∈ ❆} ❛♥❞ ♠❘ = ♠❛①{♠❛ | ❛ ∈ ❆✵} ■❢ q ♠❘ ✶ ❞ ✱ t❤❡♥ q ❤❛s ♦✉t❞❡❣r❡❡ ✶ ✐♥ ■❢ ♣ ❛ q ❊ ❊ ❛♥❞ ♥♦ ♣❛t❤ ♦❢ ❧❡♥❣t❤ s ♠❘ ❝♦♥♥❡❝ts ✶ t♦ ♣ ♦r q ✐♥ ✱ t❤❡♥ t❤❡r❡ ❡①✐sts ❛ ♣❛t❤ q ❛

♣ ✐♥ ❚❤❡♦r❡♠ ▲❡t ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❙❈ ❣r♦✉♣✳ ❚❤❡♥ ❋✐① ✐s ❢✳❣✳ ❈♦r♦❧❧❛r② ▲❡t ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❢r❡❡ ♣r♦❞✉❝t ♦❢ ❛ ❢r❡❡ ♠♦♥♦✐❞ ❛♥❞ ❝②❝❧✐❝ ❣r♦✉♣s✳ ❚❤❡♥ ❋✐① ✐s r❛t✐♦♥❛❧✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-61
SLIDE 61

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ r❡s✉❧ts

▲❡t ❞ϕ = ♠❛①{|❛ϕ|; ❛ ∈ ❆} ❛♥❞ ♠❘ = ♠❛①{♠❛ | ❛ ∈ ❆✵} ■❢ |q| > (♠❘ − ✶)❞ϕ✱ t❤❡♥ q ❤❛s ♦✉t❞❡❣r❡❡ ≤ ✶ ✐♥ A′

ϕ

■❢ ♣ ❛ q ❊ ❊ ❛♥❞ ♥♦ ♣❛t❤ ♦❢ ❧❡♥❣t❤ s ♠❘ ❝♦♥♥❡❝ts ✶ t♦ ♣ ♦r q ✐♥ ✱ t❤❡♥ t❤❡r❡ ❡①✐sts ❛ ♣❛t❤ q ❛

♣ ✐♥ ❚❤❡♦r❡♠ ▲❡t ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❙❈ ❣r♦✉♣✳ ❚❤❡♥ ❋✐① ✐s ❢✳❣✳ ❈♦r♦❧❧❛r② ▲❡t ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❢r❡❡ ♣r♦❞✉❝t ♦❢ ❛ ❢r❡❡ ♠♦♥♦✐❞ ❛♥❞ ❝②❝❧✐❝ ❣r♦✉♣s✳ ❚❤❡♥ ❋✐① ✐s r❛t✐♦♥❛❧✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-62
SLIDE 62

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ r❡s✉❧ts

▲❡t ❞ϕ = ♠❛①{|❛ϕ|; ❛ ∈ ❆} ❛♥❞ ♠❘ = ♠❛①{♠❛ | ❛ ∈ ❆✵} ■❢ |q| > (♠❘ − ✶)❞ϕ✱ t❤❡♥ q ❤❛s ♦✉t❞❡❣r❡❡ ≤ ✶ ✐♥ A′

ϕ

■❢ (♣, ❛, q) ∈ ❊ \ ❊ ′ ❛♥❞ ♥♦ ♣❛t❤ ♦❢ ❧❡♥❣t❤ ≤ s − ♠❘ ❝♦♥♥❡❝ts ✶ t♦ ♣ ♦r q ✐♥ Aϕ✱ t❤❡♥ t❤❡r❡ ❡①✐sts ❛ ♣❛t❤ q ❛−✶ − →♣ ✐♥ A′

ϕ

❚❤❡♦r❡♠ ▲❡t ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❙❈ ❣r♦✉♣✳ ❚❤❡♥ ❋✐① ✐s ❢✳❣✳ ❈♦r♦❧❧❛r② ▲❡t ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❢r❡❡ ♣r♦❞✉❝t ♦❢ ❛ ❢r❡❡ ♠♦♥♦✐❞ ❛♥❞ ❝②❝❧✐❝ ❣r♦✉♣s✳ ❚❤❡♥ ❋✐① ✐s r❛t✐♦♥❛❧✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-63
SLIDE 63

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ r❡s✉❧ts

▲❡t ❞ϕ = ♠❛①{|❛ϕ|; ❛ ∈ ❆} ❛♥❞ ♠❘ = ♠❛①{♠❛ | ❛ ∈ ❆✵} ■❢ |q| > (♠❘ − ✶)❞ϕ✱ t❤❡♥ q ❤❛s ♦✉t❞❡❣r❡❡ ≤ ✶ ✐♥ A′

ϕ

■❢ (♣, ❛, q) ∈ ❊ \ ❊ ′ ❛♥❞ ♥♦ ♣❛t❤ ♦❢ ❧❡♥❣t❤ ≤ s − ♠❘ ❝♦♥♥❡❝ts ✶ t♦ ♣ ♦r q ✐♥ Aϕ✱ t❤❡♥ t❤❡r❡ ❡①✐sts ❛ ♣❛t❤ q ❛−✶ − →♣ ✐♥ A′

ϕ

❚❤❡♦r❡♠ ▲❡t ϕ ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❙❈ ❣r♦✉♣✳ ❚❤❡♥ ❋✐①ϕ ✐s ❢✳❣✳ ❈♦r♦❧❧❛r② ▲❡t ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❢r❡❡ ♣r♦❞✉❝t ♦❢ ❛ ❢r❡❡ ♠♦♥♦✐❞ ❛♥❞ ❝②❝❧✐❝ ❣r♦✉♣s✳ ❚❤❡♥ ❋✐① ✐s r❛t✐♦♥❛❧✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-64
SLIDE 64

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❚❤❡ r❡s✉❧ts

▲❡t ❞ϕ = ♠❛①{|❛ϕ|; ❛ ∈ ❆} ❛♥❞ ♠❘ = ♠❛①{♠❛ | ❛ ∈ ❆✵} ■❢ |q| > (♠❘ − ✶)❞ϕ✱ t❤❡♥ q ❤❛s ♦✉t❞❡❣r❡❡ ≤ ✶ ✐♥ A′

ϕ

■❢ (♣, ❛, q) ∈ ❊ \ ❊ ′ ❛♥❞ ♥♦ ♣❛t❤ ♦❢ ❧❡♥❣t❤ ≤ s − ♠❘ ❝♦♥♥❡❝ts ✶ t♦ ♣ ♦r q ✐♥ Aϕ✱ t❤❡♥ t❤❡r❡ ❡①✐sts ❛ ♣❛t❤ q ❛−✶ − →♣ ✐♥ A′

ϕ

❚❤❡♦r❡♠ ▲❡t ϕ ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❙❈ ❣r♦✉♣✳ ❚❤❡♥ ❋✐①ϕ ✐s ❢✳❣✳ ❈♦r♦❧❧❛r② ▲❡t ϕ ❜❡ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❛ ❢✳❣✳ ❢r❡❡ ♣r♦❞✉❝t ♦❢ ❛ ❢r❡❡ ♠♦♥♦✐❞ ❛♥❞ ❝②❝❧✐❝ ❣r♦✉♣s✳ ❚❤❡♥ ❋✐①ϕ ✐s r❛t✐♦♥❛❧✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-65
SLIDE 65

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❋r❡❡ ♠♦♥♦✐❞ ❡♥❞♦♠♦r♣❤✐s♠s

  • ✐✈❡♥ ϕ ∈ ❊♥❞❆∗✱ ✇r✐t❡ ♠ = |❆| ❛♥❞ ❞❡✜♥❡

❆✷ = {❛ ∈ ❆ | ❛ϕ♥ = ✶ ❢♦r s♦♠❡ ♥ ≥ ✶} ❆✸ = ❆ \ ❆✷ ❆✹ = {❛ ∈ ❆✸ | ❛ϕ ∈ ❆∗

✷❛❆∗ ✷}

▲❡t ❜❡ t❤❡ ❞✐r❡❝t❡❞ ❣r❛♣❤ ✇✐t❤ ✈❡rt❡① s❡t ❆ ❛♥❞ ❡❞❣❡s ❛ ❜ ✇❤❡♥❡✈❡r ❜ ♦❝❝✉rs ✐♥ ❛ ❚❤❡♥ ❛ ❆✷ ✐✛ t❤❡r❡ ❡①✐sts ♥♦ ✐♥✜♥✐t❡ ♣❛t❤ ❛ ✐♥ ❚❤✐s ✐s ❡q✉✐✈❛❧❡♥t t♦ s❛② t❤❡r❡ ✐s ♥♦ ♣❛t❤ ❛ ✐♥ ♦❢ ❧❡♥❣t❤ ♠✱ ❤❡♥❝❡ ❆✷ ❛ ❆ ❛

✶ ❚❤❡r❡❢♦r❡ ❆✷ ✐s ❡✛❡❝t✐✈❡❧② ❝♦♠♣✉t❛❜❧❡✱ ❛♥❞ s♦ ❛r❡ ❆✸ ❛♥❞ ❆✹

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-66
SLIDE 66

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❋r❡❡ ♠♦♥♦✐❞ ❡♥❞♦♠♦r♣❤✐s♠s

  • ✐✈❡♥ ϕ ∈ ❊♥❞❆∗✱ ✇r✐t❡ ♠ = |❆| ❛♥❞ ❞❡✜♥❡

❆✷ = {❛ ∈ ❆ | ❛ϕ♥ = ✶ ❢♦r s♦♠❡ ♥ ≥ ✶} ❆✸ = ❆ \ ❆✷ ❆✹ = {❛ ∈ ❆✸ | ❛ϕ ∈ ❆∗

✷❛❆∗ ✷}

▲❡t Γ ❜❡ t❤❡ ❞✐r❡❝t❡❞ ❣r❛♣❤ ✇✐t❤ ✈❡rt❡① s❡t ❆ ❛♥❞ ❡❞❣❡s ❛− →❜ ✇❤❡♥❡✈❡r ❜ ♦❝❝✉rs ✐♥ ❛ϕ ❚❤❡♥ ❛ ∈ ❆✷ ✐✛ t❤❡r❡ ❡①✐sts ♥♦ ✐♥✜♥✐t❡ ♣❛t❤ ❛− → · · · ✐♥ Γ ❚❤✐s ✐s ❡q✉✐✈❛❧❡♥t t♦ s❛② t❤❡r❡ ✐s ♥♦ ♣❛t❤ ❛− → · · · ✐♥ Γ ♦❢ ❧❡♥❣t❤ ♠✱ ❤❡♥❝❡ ❆✷ = {❛ ∈ ❆ | ❛ϕ♠ = ✶} ❚❤❡r❡❢♦r❡ ❆✷ ✐s ❡✛❡❝t✐✈❡❧② ❝♦♠♣✉t❛❜❧❡✱ ❛♥❞ s♦ ❛r❡ ❆✸ ❛♥❞ ❆✹

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-67
SLIDE 67

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❋r❡❡ ♠♦♥♦✐❞ ❡♥❞♦♠♦r♣❤✐s♠s

  • ✐✈❡♥ ϕ ∈ ❊♥❞❆∗✱ ✇r✐t❡ ♠ = |❆| ❛♥❞ ❞❡✜♥❡

❆✷ = {❛ ∈ ❆ | ❛ϕ♥ = ✶ ❢♦r s♦♠❡ ♥ ≥ ✶} ❆✸ = ❆ \ ❆✷ ❆✹ = {❛ ∈ ❆✸ | ❛ϕ ∈ ❆∗

✷❛❆∗ ✷}

▲❡t Γ ❜❡ t❤❡ ❞✐r❡❝t❡❞ ❣r❛♣❤ ✇✐t❤ ✈❡rt❡① s❡t ❆ ❛♥❞ ❡❞❣❡s ❛− →❜ ✇❤❡♥❡✈❡r ❜ ♦❝❝✉rs ✐♥ ❛ϕ ❚❤❡♥ ❛ ∈ ❆✷ ✐✛ t❤❡r❡ ❡①✐sts ♥♦ ✐♥✜♥✐t❡ ♣❛t❤ ❛− → · · · ✐♥ Γ ❚❤✐s ✐s ❡q✉✐✈❛❧❡♥t t♦ s❛② t❤❡r❡ ✐s ♥♦ ♣❛t❤ ❛− → · · · ✐♥ Γ ♦❢ ❧❡♥❣t❤ ♠✱ ❤❡♥❝❡ ❆✷ = {❛ ∈ ❆ | ❛ϕ♠ = ✶} ❚❤❡r❡❢♦r❡ ❆✷ ✐s ❡✛❡❝t✐✈❡❧② ❝♦♠♣✉t❛❜❧❡✱ ❛♥❞ s♦ ❛r❡ ❆✸ ❛♥❞ ❆✹

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-68
SLIDE 68

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❋r❡❡ ♠♦♥♦✐❞ ❡♥❞♦♠♦r♣❤✐s♠s

  • ✐✈❡♥ ❇ ⊆ ❆✱ ✇❡ ❞❡♥♦t❡ ❜② θ❆,❇ t❤❡ r❡tr❛❝t✐♦♥ ❡♥❞♦♠♦r♣❤✐s♠

❆∗ → ❇∗ ❞❡✜♥❡❞ ❜② ❛θ = ❛ ✐❢ ❛ ∈ ❇ ✶ ♦t❤❡r✇✐s❡ ▲❡♠♠❛ ▲❡t ❊♥❞❆ ❛♥❞ ♠ ❆ ✳ ❚❤❡♥ ❋✐① ❆✹

✳ ◆♦t❡ t❤❛t✱ ❣✐✈❡♥ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❆

  • ✱ ✇❤❡r❡ ● ✐s ❛

❣r♦✉♣✱ t❤❡ r❡str✐❝t✐♦♥

  • ✐s ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ●

❈❧❡❛r❧②✱ ● ✐s t❤❡ ✭✉♥✐q✉❡✮ ♠❛①✐♠❛❧ s✉❜❣r♦✉♣ ♦❢ ❆

  • P❡❞r♦ ❱✳ ❙✐❧✈❛

❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-69
SLIDE 69

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❋r❡❡ ♠♦♥♦✐❞ ❡♥❞♦♠♦r♣❤✐s♠s

  • ✐✈❡♥ ❇ ⊆ ❆✱ ✇❡ ❞❡♥♦t❡ ❜② θ❆,❇ t❤❡ r❡tr❛❝t✐♦♥ ❡♥❞♦♠♦r♣❤✐s♠

❆∗ → ❇∗ ❞❡✜♥❡❞ ❜② ❛θ = ❛ ✐❢ ❛ ∈ ❇ ✶ ♦t❤❡r✇✐s❡ ▲❡♠♠❛ ▲❡t ϕ ∈ ❊♥❞❆∗ ❛♥❞ ♠ = |❆|✳ ❚❤❡♥ ❋✐①ϕ = (❆✹ϕ♠)∗✳ ◆♦t❡ t❤❛t✱ ❣✐✈❡♥ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ❆

  • ✱ ✇❤❡r❡ ● ✐s ❛

❣r♦✉♣✱ t❤❡ r❡str✐❝t✐♦♥

  • ✐s ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ●

❈❧❡❛r❧②✱ ● ✐s t❤❡ ✭✉♥✐q✉❡✮ ♠❛①✐♠❛❧ s✉❜❣r♦✉♣ ♦❢ ❆

  • P❡❞r♦ ❱✳ ❙✐❧✈❛

❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

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SLIDE 70

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❋r❡❡ ♠♦♥♦✐❞ ❡♥❞♦♠♦r♣❤✐s♠s

  • ✐✈❡♥ ❇ ⊆ ❆✱ ✇❡ ❞❡♥♦t❡ ❜② θ❆,❇ t❤❡ r❡tr❛❝t✐♦♥ ❡♥❞♦♠♦r♣❤✐s♠

❆∗ → ❇∗ ❞❡✜♥❡❞ ❜② ❛θ = ❛ ✐❢ ❛ ∈ ❇ ✶ ♦t❤❡r✇✐s❡ ▲❡♠♠❛ ▲❡t ϕ ∈ ❊♥❞❆∗ ❛♥❞ ♠ = |❆|✳ ❚❤❡♥ ❋✐①ϕ = (❆✹ϕ♠)∗✳ ◆♦t❡ t❤❛t✱ ❣✐✈❡♥ ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ϕ ♦❢ ❆∗ ∗ ●✱ ✇❤❡r❡ ● ✐s ❛ ❣r♦✉♣✱ t❤❡ r❡str✐❝t✐♦♥ ϕ|● ✐s ❛♥ ❡♥❞♦♠♦r♣❤✐s♠ ♦❢ ● ❈❧❡❛r❧②✱ ● ✐s t❤❡ ✭✉♥✐q✉❡✮ ♠❛①✐♠❛❧ s✉❜❣r♦✉♣ ♦❢ ❆∗ ∗ ●

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-71
SLIDE 71

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❈♦♠♣✉t✐♥❣ t❤❡ ✜①❡❞ ♣♦✐♥ts

❚❤❡♦r❡♠ ▲❡t ▼ = ❆∗

✵ ∗ ● ❜❡ ❢✳❣✳✱ ✇❤❡r❡ ● ✐s ❛♥ ❙❈ ❣r♦✉♣✳ ▲❡t ϕ ∈ ❊♥❞▼

❜❡ s✉❝❤ t❤❛t t❤❡ ❡q✉❛t✐♦♥ ① = ✈(①ϕ|●)✇ (① ∈ ●) ❤❛s ❛♥ ❡✛❡❝t✐✈❡❧② ❝♦♥str✉❝t✐❜❧❡ r❛t✐♦♥❛❧ s♦❧✉t✐♦♥ s❡t ❢♦r ❛❧❧ ✈, ✇ ∈ ●✳ ❚❤❡♥ ❋✐①ϕ ✐s ❛♥ ❡✛❡❝t✐✈❡❧② ❝♦♥str✉❝t✐❜❧❡ r❛t✐♦♥❛❧ s✉❜♠♦♥♦✐❞ ♦❢ ▼✳ ❈♦r♦❧❧❛r② ▲❡t ▼ ❆✵

  • ❜❡ ❢✳❣✳✱ ✇❤❡r❡ ● ✐s ❛ ❢r❡❡ ❣r♦✉♣✳ ▲❡t

❊♥❞▼ ❜❡ s✉❝❤ t❤❛t

  • ✐s ❛♥ ❛✉t♦♠♦r♣❤✐s♠✳ ❚❤❡♥ ❋✐①

✐s ❛♥ ❡✛❡❝t✐✈❡❧② ❝♦♥str✉❝t✐❜❧❡ r❛t✐♦♥❛❧ s✉❜♠♦♥♦✐❞ ♦❢ ▼✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-72
SLIDE 72

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❈♦♠♣✉t✐♥❣ t❤❡ ✜①❡❞ ♣♦✐♥ts

❚❤❡♦r❡♠ ▲❡t ▼ = ❆∗

✵ ∗ ● ❜❡ ❢✳❣✳✱ ✇❤❡r❡ ● ✐s ❛♥ ❙❈ ❣r♦✉♣✳ ▲❡t ϕ ∈ ❊♥❞▼

❜❡ s✉❝❤ t❤❛t t❤❡ ❡q✉❛t✐♦♥ ① = ✈(①ϕ|●)✇ (① ∈ ●) ❤❛s ❛♥ ❡✛❡❝t✐✈❡❧② ❝♦♥str✉❝t✐❜❧❡ r❛t✐♦♥❛❧ s♦❧✉t✐♦♥ s❡t ❢♦r ❛❧❧ ✈, ✇ ∈ ●✳ ❚❤❡♥ ❋✐①ϕ ✐s ❛♥ ❡✛❡❝t✐✈❡❧② ❝♦♥str✉❝t✐❜❧❡ r❛t✐♦♥❛❧ s✉❜♠♦♥♦✐❞ ♦❢ ▼✳ ❈♦r♦❧❧❛r② ▲❡t ▼ = ❆∗

✵ ∗ ● ❜❡ ❢✳❣✳✱ ✇❤❡r❡ ● ✐s ❛ ❢r❡❡ ❣r♦✉♣✳ ▲❡t ϕ ∈ ❊♥❞▼ ❜❡

s✉❝❤ t❤❛t ϕ|● ✐s ❛♥ ❛✉t♦♠♦r♣❤✐s♠✳ ❚❤❡♥ ❋✐①ϕ ✐s ❛♥ ❡✛❡❝t✐✈❡❧② ❝♦♥str✉❝t✐❜❧❡ r❛t✐♦♥❛❧ s✉❜♠♦♥♦✐❞ ♦❢ ▼✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-73
SLIDE 73

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❋✐♥❛❧ ♥♦t❡s

❚❤✐s r❡s✉❧t ❣❡♥❡r❛❧✐③❡s ▼❛s❧❛❦♦✈❛✬s ❚❤❡♦r❡♠ ✭✷✵✵✸✮✿ ✐❢ ϕ ✐s ❛ ❢r❡❡ ❣r♦✉♣ ❛✉t♦♠♦r♣❤✐s♠✱ t❤❡♥ ❋✐①ϕ ✐s ❛♥ ❡✛❡❝t✐✈❡❧② ❝♦♥str✉❝t✐❜❧❡ ❢✳❣✳ s✉❜❣r♦✉♣ ■❢ ▼ ✐s ❛ ❢✳❣✳ ❢r❡❡ ♣r♦❞✉❝t ♦❢ ❛ ❢r❡❡ ♠♦♥♦✐❞ ❛♥❞ ❛ ❢r❡❡ ❣r♦✉♣✱ t❤❡♥ ❋✐① ✐s ❛ r❛t✐♦♥❛❧ s✉❜♠♦♥♦✐❞ ❜✉t ♥♦t ♥❡❝❡ss❛r✐❧② ❛ ❢✳❣✳ s✉❜♠♦♥♦✐❞ ♦❢ ▼ ❚❤✐s ❝♦♥tr❛sts t❤❡ ❝❛s❡ ♦❢ ❜♦t❤ ❢r❡❡ ♠♦♥♦✐❞s ❛♥❞ ❢r❡❡ ❣r♦✉♣s✱ ✇❤❡♥ ❋✐① ✐s ❢✳❣✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s

slide-74
SLIDE 74

■♥tr♦❞✉❝t✐♦♥ ❘❡✇r✐t✐♥❣ s②st❡♠s ❆✉t♦♠❛t❛ ❋✐♥✐t❡♥❡ss

  • r♦✉♣s

❊♥❞♦♠♦r♣❤✐s♠s ❈♦♠♣✉t❛❜✐❧✐t②

❋✐♥❛❧ ♥♦t❡s

❚❤✐s r❡s✉❧t ❣❡♥❡r❛❧✐③❡s ▼❛s❧❛❦♦✈❛✬s ❚❤❡♦r❡♠ ✭✷✵✵✸✮✿ ✐❢ ϕ ✐s ❛ ❢r❡❡ ❣r♦✉♣ ❛✉t♦♠♦r♣❤✐s♠✱ t❤❡♥ ❋✐①ϕ ✐s ❛♥ ❡✛❡❝t✐✈❡❧② ❝♦♥str✉❝t✐❜❧❡ ❢✳❣✳ s✉❜❣r♦✉♣ ■❢ ▼ ✐s ❛ ❢✳❣✳ ❢r❡❡ ♣r♦❞✉❝t ♦❢ ❛ ❢r❡❡ ♠♦♥♦✐❞ ❛♥❞ ❛ ❢r❡❡ ❣r♦✉♣✱ t❤❡♥ ❋✐①ϕ ✐s ❛ r❛t✐♦♥❛❧ s✉❜♠♦♥♦✐❞ ❜✉t ♥♦t ♥❡❝❡ss❛r✐❧② ❛ ❢✳❣✳ s✉❜♠♦♥♦✐❞ ♦❢ ▼ ❚❤✐s ❝♦♥tr❛sts t❤❡ ❝❛s❡ ♦❢ ❜♦t❤ ❢r❡❡ ♠♦♥♦✐❞s ❛♥❞ ❢r❡❡ ❣r♦✉♣s✱ ✇❤❡♥ ❋✐①ϕ ✐s ❢✳❣✳

P❡❞r♦ ❱✳ ❙✐❧✈❛ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❡♥❞♦♠♦r♣❤✐s♠s ♦✈❡r s♣❡❝✐❛❧ ❝♦♥✢✉❡♥t r❡✇r✐t✐♥❣ s②st❡♠s