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Mar 02, 2023 243 likes •469 views

tr r tr sttts r tr s tr s

SLIDE 1

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r

■♥st✐t✉t ❞❡ ▼❛t❤é♠❛t✐q✉❡s ❞❡ ❚♦✉❧♦✉s❡ ❯♥✐✈❡rs✐té ❚♦✉❧♦✉s❡ ■■■ ❤tt♣✿✴✴✇✇✇✳♠❛t❤✳✉♥✐✈✲t♦✉❧♦✉s❡✳❢r✴✄s❝❤❧❡♥❦❡r

■❘▼❆ ❙❡♣t✳ ✸✱ ✷✵✶✵

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 2

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s
♦❛❧s ♦❢ t❤✐s t❛❧❦

❆❞✈❡rt✐s❡ ✸❞ ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②✱ ❊①♣❧❛✐♥ ❜❛s✐❝s ♦❢ ❆❞❙ ❣❡♦♠❡tr②✱ ❙t❛t❡ s♦♠❡ r❡❝❡♥t r❡s✉❧ts ♦❜t❛✐♥❡❞ ✉s✐♥❣ ❆❞❙✱ ❊①❛♠♣❧❡s ♦❢ ♣r♦♦❢s✱ ❙♦♠❡ ♦♣❡♥ q✉❡st✐♦♥s ❤❡r❡ ❛♥❞ t❤❡r❡✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 3

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙ ❆❞❙ ✈s ❤②♣❡r❜♦❧✐❝ ❚❤✉rst♦♥✬s ❊❛rt❤q✉❛❦❡ ❚❤♠

❆❞❙✸

❘❡❝❛❧❧ t❤❛t ❍✸ = {① ∈ R✸,✶ | ①, ① = −✶&①✵ > ✵} . ❆❞❙✸ = {① ∈ R✷,✷ | ①, ① = −✶} . ▲♦r❡♥t③ ❛♥❛❧♦❣ ♦❢ ❍✸ ✿ ❝♦♠♣❧❡t❡✱ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ −✶✳ ❋r♦♠ r❡❧❛t✐✈✐t② ✿ ✏❆♥t✐ ❞❡ ❙✐tt❡r✑✱ ♠♦❞❡❧ ❢♦r ❣r❛✈✐t② ✭♥♦ ♠❛tt❡r✮✳ ▲♦r❡♥t③ ❛♥❛❧♦❣ ♦❢ ❙✸ ✿ P❙▲(✷, R) ✇✴ ❑✐❧❧✐♥❣ ♠❡tr✐❝✱ ✐s♦♠❡tr② ❣r♦✉♣✱ ❡t❝ ❇❛s✐❝ ✐❞❡❛ ✿ ❤②♣❡r❜♦❧✐❝ ❛♥❞ ❆❞❙ ✸✲♠✢❞s ❛s t♦♦❧s ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 4

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙ ❆❞❙ ✈s ❤②♣❡r❜♦❧✐❝ ❚❤✉rst♦♥✬s ❊❛rt❤q✉❛❦❡ ❚❤♠

❍②♣❡r❜♦❧✐❝ ✸✲♠❛♥✐❢♦❧❞s ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

❇❛s❡❞ ✭♠♦st❧②✮ ♦♥ q✉❛s✐❢✉❝❤s✐❛♥ ✸✲♠❛♥✐❢♦❧❞s✳ ❊①❛♠♣❧❡s ♦❢ ❛♣♣❧✐❝❛t✐♦♥s ✐♥❝❧✉❞❡ ✿ ❝♦♠♣❧❡① ♣r♦❥❡❝t✐✈❡ str✉❝t✉r❡s ♦♥ s✉r❢❛❝❡s✱ ❝♦♠♣❧❡① ❡❛rt❤q✉❛❦❡s ✭▼❝▼✉❧❧❡♥✮✱ t❤❡ ✈♦❧✉♠❡ ♦❢ t❤❡ ❝♦♥✈❡① ❝♦r❡ ♦❢ q✉❛s✐❢✉❝❤s✐❛♥ ♠❛♥✐❢♦❧❞s ✐s ❝♦❛rs❡❧② ❡q✉✐✈❛❧❡♥t t♦ t❤❡ ❲❡✐❧✲P❡t❡rss♦♥ ❞✐st❛♥❝❡ ❜❡t✇❡❡♥ t❤❡ ♠❡tr✐❝s ♦♥ ✐ts ❜♦✉♥❞❛r② ✭❇r♦❝❦✮✱ t❤❡ r❡♥♦r♠❛❧✐③❡❞ ✈♦❧✉♠❡ ❛s ❛ ❑ä❤❧❡r ♣♦t❡♥t✐❛❧ ❢♦r ❲P✱ ♣r♦♣❡rt✐❡s ♦❢ t❤❡ ❣r❛❢t✐♥❣ ♠❛♣✳ ◆♦t ❞❡✈❡❧♦♣❡❞ ❤❡r❡✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 5

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙ ❆❞❙ ✈s ❤②♣❡r❜♦❧✐❝ ❚❤✉rst♦♥✬s ❊❛rt❤q✉❛❦❡ ❚❤♠

❆❞❙ ✸✲♠❛♥✐❢♦❧❞s ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

❙♦♠❡ ❛s♣❡❝ts ✿ ❡❛rt❤q✉❛❦❡s✱ ❡①t❡♥s✐♦♥s ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇✱ ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦s✳ ❆❞❙ s✐❞❡ ✐♥✈♦❧✈❡s ♣❤②s✐❝❛❧❧② r❡❧❡✈❛♥t ♥♦t✐♦♥s ✿ ❣❧♦❜❛❧❧② ❤②♣❡r❜♦❧✐❝ ✭●❍✮ s♣❛❝❡s ✭❛♥❛❧♦❣s ♦❢ q✉❛s✐❢✉❝❤s✐❛♥✮✱ ✏♣❛rt✐❝❧❡s✑✱ ♠✉❧t✐✲❜❧❛❝❦ ❤♦❧❡s✱ ♠❛①✐♠❛❧ s✉r❢❛❝❡s✳ ◆♦t❛t✐♦♥s ✿ ❙ ❝❧♦s❡❞ s✉r❢❛❝❡ ♦❢ ❣❡♥✉s ≥ ✷✱ T ❚❡✐❝❤♠ü❧❧❡r s♣❛❝❡✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 6

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙ ❆❞❙ ✈s ❤②♣❡r❜♦❧✐❝ ❚❤✉rst♦♥✬s ❊❛rt❤q✉❛❦❡ ❚❤♠

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s

WM ❂ { ✇❡✐❣❤t❡❞ ♠✉❧t✐❝✉r✈❡s ♦♥ ❙ } ✿ s❡t ♦❢ ❞✐s❥♦✐♥t s✐♠♣❧❡ ❝❧♦s❡❞ ❝✉r✈❡s✱ ❡❛❝❤ ✇✐t❤ ❛ ♣♦s✐t✐✈❡ ✇❡✐❣❤t✳ WM ✐s ✐♥✜♥✐t❡ ✿ s✐♠♣❧❡ ❝❧♦s❡❞ ❝✉r✈❡s ♦♥ ❙ ❝❛♥ ✇r❛♣ ❛r♦✉♥❞ ❛ ❧♦t✳ ▲❡t (❝✐, ❧✐)✐=✶,··· ,♥ ∈ WM✱ t❤❡ ❝✐ ❢♦r♠ ❛ ❧❛♠✐♥❛t✐♦♥ ❛♥❞ t❤❡ ❧✐ ❞❡✜♥❡ ❛ tr❛♥s✈❡rs❡ ♠❡❛s✉r❡ ✿ ❣✐✈❡s ❛ t♦t❛❧ ✇❡✐❣❤t t♦ γ✱ tr❛♥s✲ ✈❡rs❡ t♦ t❤❡ ❝✐✳ ❚❤✐s ❣✐✈❡s ❛ t♦♣♦❧♦❣② t♦ WM✳ ❚❤❡ ❝♦♠♣❧❡t✐♦♥ ♦❢ WM ✐s t❤❡ s♣❛❝❡ ♦❢ ♠❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ML✳

c c c

1 2 3

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❝❛♥ ❜❡ ♣r❡tt② ❝♦♠♣❧✐❝❛t❡❞✳ ML ≃ R✻❣−✻✳ ∂T ≃ ML/R>✵ ✭❚❤✉rst♦♥✮✳ T × ML ≃ ❚ ∗T ✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 7

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙ ❆❞❙ ✈s ❤②♣❡r❜♦❧✐❝ ❚❤✉rst♦♥✬s ❊❛rt❤q✉❛❦❡ ❚❤♠

❚❤✉rst♦♥✬s ❊❛rt❤q✉❛❦❡ ❚❤♠

❙t❛rt ✇✐t❤ ❛ ❤②♣❡r❜♦❧✐❝ s✉r❢❛❝❡✳ ■❢ ✇ ∈ ML ✐s ❛ ✇❡✐❣❤t❡❞ ❝✉r✈❡ ❛♥❞ ❤ ∈ T ✱ ❊❧(✇)(❤) ✐s ♦❜t❛✐♥❡❞ ❜② r❡❛❧✐③✐♥❣ ✇ ❛s ❛ ❣❡♦❞❡s✐❝ ✐♥ ❤✱ ❝✉tt✐♥❣ ❙ ♦♣❡♥ ❛❧♦♥❣ ✇✱ t✉r♥✐♥❣ t❤❡ ❧❡❢t✲❤❛♥❞ s✐❞❡ ❜② t❤❡ ✇❡✐❣❤t✱ ❛♥❞ ❣❧✉✐♥❣ ❜❛❝❦✳ ❉❡✜♥❡s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠ ❊❧(✇) : T → T . ❊①t❡♥❞s ❜② ❝♦♥t✐♥✉✐t② t♦ ❊❧ : T × ML → T ✭❚❤✉rst♦♥✮✳ ❚❤♠ ✭❚❤✉rst♦♥✱ ❑❡r❝❦❤♦✛✮✳ ∀❤, ❤′ ∈ T , ∃!λ ∈ ML, ❤′ = ❊❧(λ)(❤)✳ ❙✐♠♣❧❡ ♣r♦♦❢ ❜② ▼❡ss ✭✶✾✾✵✮ ❜❛s❡❞ ♦♥ ❆❞❙ ❣❡♦♠❡tr②✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 8

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❊①t❡♥s✐♦♥s ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ t❤♠ ❋✐①❡❞ ♣♦✐♥ts ♦❢ ❝♦♠♣♦s✐t✐♦♥s ♦❢ ❡❛rt❤q✉❛❦❡s ❊①t❡♥s✐♦♥s ♦❢ q✉❛s✐✲s②♠♠❡tr✐❝ ❤♦♠❡♦♠♦r♣❤✐s♠s ♦❢ ❙✶

❊①t❡♥s✐♦♥s ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠

❊①t❡♥s✐♦♥ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤❡♦r❡♠ ✿ t♦ ❤②♣❡r❜♦❧✐❝ s✉r❢❛❝❡s ✇✐t❤ ❝♦♥❡ s✐♥❣s ♦❢ ❛♥❣❧❡ < π✳ ✭✇✴ ❋r❛♥❝❡s❝♦ ❇♦♥s❛♥t❡✳✮ t♦ ❤②♣❡r❜♦❧✐❝ s✉r❢❛❝❡s ✇✐t❤ ❣❡♦❞❡s✐❝ ❜♦✉♥❞❛r② ✿ ✷◆ ❡❛rt❤q✉❛❦❡s s❡♥❞✐♥❣ ❤ t♦ ❤′✳ ✭✇✴ ❇♦♥s❛♥t❡✱ ❑✐r✐❧❧ ❑r❛s♥♦✈✮✳ ❚❤❡ ♣r♦♦❢ ♦❢ t❤❡ ✶st st❛t❡♠❡♥t ✐s ❡q✉✐✈❛❧❡♥t t♦ ❛♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ▼❡ss ♣❛r❛♠❡t❡r✐③❛t✐♦♥ ❢♦r ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞s ✇✐t❤ ✏♣❛rt✐❝❧❡s✑ ✿ ❝♦♥❡ s✐♥❣✉❧❛r✐t✐❡s ❛❧♦♥❣ t✐♠❡✲❧✐❦❡ ❧✐♥❡s✱ θ < π✳ ❚❤❡ ❛♥❛❧♦❣✉♦✉s q✉❛s✐❢✉❝❤s✐❛♥ st❛t❡♠❡♥t ❤♦❧❞s ✿ ❇❡rs✲t②♣❡ t❤❡♦r❡♠ ❢♦r q✉❛s✐❢✉❝❤s✐❛♥ ♠❛♥✐❢♦❧❞s ✇✐t❤ ❝♦♥❡ s✐♥❣✉❧❛r✐t✐❡s ♦❢ θ < π ❛❧♦♥❣ ✐♥✜♥✐t❡ ❧✐♥❡s ✭▲❡❝✉✐r❡✱ ▼♦r♦✐❛♥✉✱ ❙✳✮✳ ❚❤❡ ✷♥❞ st❛t❡♠❡♥t ✐s ❜❛s❡❞ ♦♥ ♠✉❧t✐✲❜❧❛❝❦ ❤♦❧❡s ✿ ❧✐❦❡ ❣❧♦❜❛❧❧② ❤②♣❡r❜♦❧✐❝ ♠❛♥✐❢♦❧❞s✱ ❜❛s❡❞ ♦♥ ❛ ❝♦♠♣❧❡t❡✱ ♥♦♥✲❝♦♠♣❛❝t s✉r❢❛❝❡✳ ❆❞❙ ❛♥❛❧♦❣s ♦❢ ❙❝❤♦tt❦② ♠✢❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 9

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❉②♥❛♠✐❝s ♦❢ ❡❛rt❤q✉❛❦❡s

❚❤♠ ✭❇♦♥s❛♥t❡✱ ❙✳✮✳ ▲❡t λ, µ ∈ ML t❤❛t ✜❧❧ ❙✳ ❚❤❡♥ ❊r(λ) ◦ ❊r(µ) ❤❛s ❛ ✜①❡❞ ♣♦✐♥t ♦♥ T ✳ ❯♥✐q✉❡♥❡ss ❄ Pr♦♦❢ ❜❛s❡❞ ♦♥ t❤❡ ❣❡♦♠❡tr② ♦❢ t❤❡ ❝♦♥✈❡① ❝♦r❡ ♦❢ ●❍ ♠❛♥✐❢♦❧❞s✱ s❡❡ ❜❡❧♦✇✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 10

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❚❤❡ ✉♥✐✈❡rs❛❧ ❚❡✐❝❤♠ü❧❧❡r s♣❛❝❡

❆ ❤♦♠❡♦ ♦❢ ❙✶ ✐s q✉❛s✐✲s②♠♠❡tr✐❝ ✐❢ ✐t ✐s t❤❡ ❜♦✉♥❞❛r② ♦❢ ❛ q✉❛s✐✲❝♦♥❢♦r♠❛❧ ❞✐✛❡♦ ♦❢ t❤❡ ❞✐s❦✳ ❉❡❢✳ T❯ = s♣❛❝❡ ♦❢ q✉❛s✐✲s②♠♠❡tr✐❝ ♦r✐❡♥t❛t✐♦♥✲♣r❡s❡r✈✐♥❣ ❤♦♠❡♦s ♦❢ ❙✶✱ ✉♣ t♦ P❙▲(✷, R)✳ ▲❡t ρ✵ ∈ T ✱ t❤❡♥ ❛♥② ρ ∈ T ✐s ❝♦♥❥✉❣❛t❡❞ t♦ ρ✵ ❜② ❛ q✉❛s✐✲❝♦♥❢♦r♠❛❧ ❞✐✛❡♦ φ✳ ▼♦r❡♦✈❡r ∂φ ✐s ✉♥✐q✉❡✳ ❚❤❡r❡❢♦r❡ ❛❧❧ T ❡♠❜❡❞ ✐♥ T❯✳ ◗✉❡st✐♦♥ ✿ ❝❛♥♦♥✐❝❛❧ q✉❛s✐✲❝♦♥❢♦r♠❛❧ ❡①t❡♥s✐♦♥✭s✮ t♦ t❤❡ ❞✐s❦ ♦❢ ❛ q✉❛s✐✲s②♠♠❡tr✐❝ ❤♦♠❡♦ ❄ ❈♦♥❥ ✭❙❝❤♦❡♥✮✳ ❆♥② q✉❛s✐✲s②♠♠❡tr✐❝ ❤♦♠❡♦ ♦❢ ❙✶ ❤❛s ❛ ✉♥✐q✉❡ q✉❛s✐✲❝♦♥❢♦r♠❛❧ ❤❛r♠♦♥✐❝ ❡①t❡♥s✐♦♥ t♦ t❤❡ ❞✐s❦✳ ❯♥✐q✉❡♥❡ss✳ P❛rt✐❛❧ r❡s✉❧ts ♦♥ ❡①✐st❡♥❝❡✳ ❚r✉❡ ❢♦r ❝❧♦s❡❞ s✉r❢❛❝❡s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 11

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❊①t❡♥s✐♦♥s ♦❢ q✉❛s✐✲s②♠♠❡tr✐❝ ❤♦♠❡♦s

❉❡❢✳ ❛ ❞✐✛❡♦ φ : ❍✷ → ❍✷ ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ✐✛ ✐t ✐s ❛r❡❛✲♣r❡s❡r✈✐♥❣ ❛♥❞ ✐ts ❣r❛♣❤ ✐s ♠✐♥✐♠❛❧ ✐♥ ❍✷ × ❍✷✳ φ ✐s ♠✐♥ ▲❛❣r❛♥❣✐❛♥ ✐✛ φ = ✈ ◦ ✉−✶✱ ✇❤❡r❡ ✉, ✈ : ❉ → ❍✷ ❛r❡ ❤❛r♠♦♥✐❝ ♠❛♣s ✇✐t❤ ♦♣♣♦s✐t❡ ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧s✳ ✏❙q✉❛r❡s✑ ♦❢ ❤❛r♠♦♥✐❝ ♠❛♣✳ ❚❤♠ ✭❇♦♥s❛♥t❡✱ ❙✮✳ ❛♥② q✉❛s✐✲s②♠♠❡tr✐❝ ❤♦♠❡♦ ❤ ♦❢ ❙✶ ❤❛s ❛ ✉♥✐q✉❡ ❡①t❡♥s✐♦♥ ❛s ❛ q✉❛s✐✲❝♦♥❢♦r♠❛❧ ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦ ♦❢ ❍✷✳ ❑♥♦✇♥ ✭❙❝❤♦❡♥✱ ▲❛❜♦✉r✐❡ ✶✾✾✷✮ ❢♦r ❝❧♦s❡❞ s✉r❢❛❝❡s✳ ❆❧s♦ ✇❤❡♥ ❤ ❤❛s s♠❛❧❧ ❞✐❧❛t✐♦♥ ✭❆✐②❛♠❛✱ ❆❦✉t❛❣❛✇❛✱ ❲❛♥ ✷✵✵✵✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 12

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙✸

❍ ♠❛♥✐❢♦❧❞s
❍ ✈s q✉❛s✐❢✉❝❤s✐❛♥

Pr♦♦❢ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠ ▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s ❛♥❞ ♠❛①✐♠❛❧ s✉r❢❛❝❡s

❆❞❙✸ ❛s ❛ ▲♦r❡♥t③ ❛♥❛❧♦❣ ♦❢ ❍✸

❆❞❙✸ = {① ∈ R✷,✷ | ①, ① = −✶} . ❈♦♥st❛♥t ❝✉r✈❛t✉r❡ −✶✱ π✶(❆❞❙✸) = Z✳ ❈♦♥❢♦r♠❛❧ ♠♦❞❡❧✱ ✐♥ ❛ ❝②❧✐♥❞❡r✳ Pr♦❥❡❝t✐✈❡ ♠♦❞❡❧✱ ✐♥ ❛ q✉❛❞r✐❝✳ ❙♣❛❝❡✲❧✐❦❡✱ t✐♠❡✲❧✐❦❡✱ ❧✐❣❤t✲❧✐❦❡ ❞✐r❡❝t✐♦♥s✳ ❚✐♠❡✲❧✐❦❡ ❣❡♦❞❡s✐❝s ❛r❡ ❝❧♦s❡❞ ♦❢ ❧❡♥❣t❤ ✷π✳ ❚♦t❛❧❧② ❣❡♦❞❡s✐❝ s♣❛❝❡✲❧✐❦❡ ♣❧❛♥❡s ≃ ❍✷✳ ■s♦♠(❆❞❙✸) = ❖(✷, ✷)✳ ❇♦✉♥❞❛r② ❛t ∞ ✇✐t❤ ▲♦r❡♥t③✲❝♦♥❢♦r♠❛❧ str✉❝t✉r❡✳

Space−like Time−like Light−like

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 13

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙✸

❍ ♠❛♥✐❢♦❧❞s
❍ ✈s q✉❛s✐❢✉❝❤s✐❛♥

Pr♦♦❢ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠ ▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s ❛♥❞ ♠❛①✐♠❛❧ s✉r❢❛❝❡s

❆❞❙✸ ❛s ❛ ▲♦r❡♥t③ ❛♥❛❧♦❣ ♦❢ ❙✸

❘❡❝❛❧❧ ✿ ❙✸ = ❙❯(✷) ≃ ❙❖(✸)✱ ❛♥❞ ■s♦♠(❙✸) = ❖(✹) ≃ ❖(✸) × ❖(✸)✳ ❆❞❙✸ = P❙▲(✷, R) ✇✐t❤ ✐ts ❑✐❧❧✐♥❣ ♠❡tr✐❝✳ ▲❡❢t ❛♥❞ r✐❣❤t ❛❝t✐♦♥s ♦❢ P❙▲(✷, R)✱ ✐❞❡♥t✐✜❡s ■s♦♠✵(❆❞❙✸) = P❙▲(✷, R) × P❙▲(✷, R) ✭✉♣ t♦ ✐♥❞❡① ✷✮✳

❡♦♠❡tr✐❝❛❧❧② ✿

∂∞❆❞❙✸ ✐s ❢♦❧✐❛t❡❞ ❜② ✷ ❢❛♠✐❧✐❡s ♦❢ ❧✐♥❡s✳ ❚❤✉s ∂∞❆❞❙✸ ≃ RP✶ × RP✶✱ ■s♦♠❡tr✐❡s ❛❝t ♣r♦❥❡❝t✐✈❡❧② ♦♥ ❡❛❝❤ ❢❛♠✐❧②✱ ❙♣❛❝❡✲❧✐❦❡ ❝✉r✈❡s ✐♥ ∂∞❆❞❙✸ ❛r❡ ❣r❛♣❤s ♦❢ ❢✉♥❝t✐♦♥s RP✶ → RP✶✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 14

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙✸

❍ ♠❛♥✐❢♦❧❞s
❍ ✈s q✉❛s✐❢✉❝❤s✐❛♥

Pr♦♦❢ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠ ▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s ❛♥❞ ♠❛①✐♠❛❧ s✉r❢❛❝❡s

❧♦❜❛❧❧② ❤②♣❡r❜♦❧✐❝ ❆❞❙ ♠❛♥✐❢♦❧❞s

❉❡❢✳ ❛♥ ❆❞❙ ♠✢❞ ▼ ✐s ♠❛①✐♠❛❧ ❣❧♦❜❛❧❧② ❤②♣❡r❜♦❧✐❝ ✐❢ ✐t ❝♦♥t❛✐♥s ❛ ❝❧♦s❡❞✱ s♣❛❝❡✲❧✐❦❡ s✉r❢❛❝❡ ❙✱ ❛♥② ✐♥❡①t❡♥❞✐❜❧❡ t✐♠❡✲❧✐❦❡ ❝✉r✈❡ ✐♥t❡rs❡❝ts ❙ ❡①❛❝t❧② ♦♥❝❡✱ ✐t ✐s ♠❛①✐♠❛❧ ✭❢♦r ✐♥❝❧✉s✐♦♥✮ ✉♥❞❡r t❤♦s❡ ♣r♦♣❡rt✐❡s✳ ❚❤❡♥ ▼ ≃ ❙ × R✱ ❛♥❞ ▼ = Ω/ρ(π✶❙)✱ ✇❤❡r❡ Ω ⊂ ❆❞❙✸✳

❍ ❆❞❙ ♠✢❞s ❛r❡ str♦♥❣❧② r❡♠✐♥✐s❝❡♥t ♦❢ q✉❛s✐❢✉❝❤s✐❛♥ ❤②♣❡r❜♦❧✐❝ ♠✢❞s✱

❜✉t ✐♥ ❛ ✇❛② ♠♦r❡ r❡❧❡✈❛♥t t♦ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ✭▼❡ss✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 15

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙✸

❍ ♠❛♥✐❢♦❧❞s
❍ ✈s q✉❛s✐❢✉❝❤s✐❛♥

Pr♦♦❢ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠ ▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s ❛♥❞ ♠❛①✐♠❛❧ s✉r❢❛❝❡s

❍▼❈ ❆❞❙ ✈s q✉❛s✐❢✉❝❤s✐❛♥

▼ ❤❛s ❛ ✏❧✐♠✐t s❡t✑ ΛΓ✱ ✇❤✐❝❤ ✐s ❛ ❏♦r❞❛♥ ❝✉r✈❡✳ ΛΓ = ∂Ω ∩ ∂∞❆❞❙✸✳ ▼ ❤❛s ❛ ✏❝♦♥✈❡① ❝♦r❡✑✱ ❈(▼) = ❈❍(ΛΓ)/Γ✳ ■t ❤❛s t✇♦ ❜♦✉♥❞❛r② ❝♦♠♣♦♥❡♥ts✱ ❜♦t❤ ✇✐t❤ ❤②♣❡r❜♦❧✐❝ ✐♥❞✉❝❡❞ ♠❡tr✐❝s ♠±✱ ❜❡♥t ❛❧♦♥❣ ♠❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❧± t❤❛t ✜❧❧ ✭▼❡ss✮✳ ◗✉❡st✐♦♥ ✭▼❡ss✮✳ ❝❛♥ ❛♥② ♠± ❜❡ ✉♥✐✲ q✉❡❧② r❡❛❧✐③❡❞ ❄ ❊①✐st❡♥❝❡ s❡❡♠s t♦ ❤♦❧❞ ✭❇♦✉❜❛❝❛r ❉✐❛❧❧♦✱ ✐♥ ♣r♦❣r❡ss✮✳ ❯♥✐q✉❡♥❡ss ❄ ❚❤♠ ✭❇♦♥s❛♥t❡✱ ❙✳✮ ❆♥② ❧−, ❧+ t❤❛t ✜❧❧ ❝❛♥ ❜❡ r❡❛❧✐③❡❞✳ ❯♥✐q✉❡♥❡ss ❄

Ω ΛΓ ❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 16

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙✸

❍ ♠❛♥✐❢♦❧❞s
❍ ✈s q✉❛s✐❢✉❝❤s✐❛♥

Pr♦♦❢ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠ ▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s ❛♥❞ ♠❛①✐♠❛❧ s✉r❢❛❝❡s

❆ ❇❡rs✲t②♣❡ ♣❛r❛♠❡tr✐③❛t✐♦♥

✐✈❡♥ ❛ ●❍▼❈ ❆❞❙ ♠✢❞ ▼✱ ρ : Γ → ❙❖(✷, ✷) ≃ P❙▲(✷, R) × P❙▲(✷, R)✳

❙♦✱ (ρ▲, ρ❘) : Γ → P❙▲(✷, R)✳ ❚❤♠ ✭▼❡ss✮✳ ρ▲, ρ❘ ❤❛✈❡ ♠❛①✐♠❛❧ ❊✉❧❡r ♥✉♠❜❡r✳ ❚❤❡ ♠❛♣ ●❍ → T × T ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳ ❚❤❡ ❤②♣❡r❜♦❧✐❝ ♠❡tr✐❝s ❝▲, ❝❘ ❝♦rr❡s♣♦♥❞✐♥❣ t♦ ρ▲, ρ❘ ❛r❡ ❛♥❛❧♦❣s ♦❢ t❤❡ ❝♦♥❢♦r♠❛❧ ♠❡tr✐❝s ❛t ✐♥✜♥✐t②✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 17

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙✸

❍ ♠❛♥✐❢♦❧❞s
❍ ✈s q✉❛s✐❢✉❝❤s✐❛♥

Pr♦♦❢ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠ ▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s ❛♥❞ ♠❛①✐♠❛❧ s✉r❢❛❝❡s

Pr♦♦❢ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠

♠± ❛r❡ r❡❧❛t❡❞ t♦ ❝❧, ❝r ❜② ❡❛rt❤q✉❛❦❡s ❛❧♦♥❣ ❧±✳ ❚❤❡ ❊❛rt❤q✉❛❦❡ t❤♠ ❢♦❧❧♦✇s ❢r♦♠ t❤✐s ❜② s✐♠♣❧❡ ❛r❣✉♠❡♥ts✳ ❋✐① ❝❧, ❝r✳ ❇② ▼❡ss✬ t❤♠✱ t❤❡r❡ ❛r❡ ✉♥✐q✉❡ ♠±, ❧±✳ ❝r = ❊r(❧+) ◦ ❊❧(❧+)−✶(❝❧) ❊❧(❧+)−✶ = ❊r(❧+)✱ s♦ ❊r(❧+) ◦ ❊❧(❧+)−✶ = ❊r(✷❧+)✳ ❚❤✉s ❝r = ❊r(✷❧+)(❝❧)✱ ❛♥❞ s✐♠✐❧❛r❧② ❝r = ❊❧(✷❧−)(❝❧)✳ ❯♥✐q✉❡♥❡ss ❢♦❧❧♦✇s ❢r♦♠ t❤❡ s❛♠❡ ❛r❣✉♠❡♥t✳

− + l

E ( )

+ r r − l

m m l l l c c

E ( )

l+

r

E ( )

l −

E ( )

❚❤❡ ❡①✐st❡♥❝❡ ♦❢ ✜①❡❞ ♣♦✐♥ts ♦❢ ❊❧(λ) ◦ ❊❧(µ) ❢♦❧❧♦✇ s✐♠✐❧❛r❧② ❢r♦♠ ♣r❡s❝r✐❜✐♥❣ ❧−, ❧+✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 18

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙✸

❍ ♠❛♥✐❢♦❧❞s
❍ ✈s q✉❛s✐❢✉❝❤s✐❛♥

Pr♦♦❢ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠ ▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s ❛♥❞ ♠❛①✐♠❛❧ s✉r❢❛❝❡s

▼❛①✐♠❛❧ s✉r❢❛❝❡s ✐♥ ❆❞❙

▲❡t Σ ⊂ ❆❞❙✸ ❜❡ ❛ s♣❛❝❡✲❧✐❦❡ ❣r❛♣❤✳ ❲❡ ❝❛❧❧ ✿ ■ t❤❡ ✐♥❞✉❝❡❞ ♠❡tr✐❝✱ ❏ ✐ts ❝♦♠♣❧❡① str✉❝t✉r❡✱ ❇ t❤❡ s❤❛♣❡ ♦♣❡r❛t♦r✱ ❇❳ = −∇❳◆✱ ❊ t❤❡ ✐❞❡♥t✐t②✳ ❉❡❢✳ ❤▲, ❤❘ = ■((❊ ± ❏❇)·, (❊ ± ❏❇)·)✳ Pr♦♣ ✭❑r❛s♥♦✈✱ ❙✳✮✳ ✐❢ Σ ❤❛s ♣r✐♥❝✐♣❛❧ ❝✉r✈❛t✉r❡s |❦✐| < ✶ t❤❡♥ ❤▲, ❤❘ ❛r❡ ❤②♣❡r❜♦❧✐❝ ♠❡tr✐❝s✳ ■❢ ❤▲, ❤❘ ❛r❡ ❝♦♠♣❧❡t❡✱ ✇❡ ♦❜t❛✐♥ φ : ❍✷ → ❍✷✳ ❘❡❧❛t❡❞ t♦ t❤❡ ❧❡❢t✴r✐❣❤t r❡♣r❡s❡♥t❛t✐♦♥s ❢♦r ●❍ ♠✢❞s✳ Pr♦♣✳ Σ ✐s ♠❛①✐♠❛❧ ✐✛ φ ✐s ♠✐♥ ▲❛❣r❛♥❣✐❛♥✳ ■t ✐s q✉❛s✐✲❝♦♥❢♦r♠❛❧ ✐✛ |❦✐| < ✶ ✉♥✐❢♦r♠❧②✳ Pr♦♣✳ ■❢ ✐♥ ❛❞❞✐t✐♦♥ ∂∞Σ ✐s t❤❡ ❣r❛♣❤ ♦❢ ❛ q✉❛s✐✲s②♠♠❡tr✐❝ ❤♦♠❡♦ ⊂ ∂∞❆❞❙✸ ≃ RP✶ × RP✶✱ t❤❡♥ ❤▲, ❤❘ ❛r❡ ❝♦♠♣❧❡t❡ ❛♥❞ ∂∞Σ ✐s t❤❡ ❣r❛♣❤ ♦❢ φ✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 19

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙✸

❍ ♠❛♥✐❢♦❧❞s
❍ ✈s q✉❛s✐❢✉❝❤s✐❛♥

Pr♦♦❢ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠ ▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s ❛♥❞ ♠❛①✐♠❛❧ s✉r❢❛❝❡s

❙t❛t❡♠❡♥t ♦♥ ♠❛①✐♠❛❧ s✉r❢❛❝❡s

❚❤♠ ❇ ✭❇♦♥s❛♥t❡✱❙✮✳ ❧❡t Γ ⊂ ∂∞❆❞❙✸ ❜❡ t❤❡ ❣r❛♣❤ ♦❢ ❛ q✉❛s✐✲s②♠♠❡tr✐❝ ❤♦♠❡♦✳ ❚❤❡♥ t❤❡r❡ ❡①✐sts ❛ ✉♥✐q✉❡ ♠❛①✐♠❛❧ s✉r❢❛❝❡ Σ ⊂ ❆❞❙✸ ✇✐t❤ |❦✐| < ✶ ✉♥✐❢♦r♠❧② s✉❝❤ t❤❛t ∂∞Σ = Γ✳ ❚❤♠ ❆ ❢♦❧❧♦✇s t❤r♦✉❣❤ t❤❡ ❝♦rr❡s♣♦♥❞❛♥❝❡ ✇✐t❤ ♠✐♥ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s✳ ❚❤♠ ❇ ❤❛s ❛ ♣❛rt✐❛❧ ❡①t❡♥s✐♦♥ t♦ ❤✐❣❤❡r ❞✐♠❡♥s✐♦♥s ✭❡①✐st❡♥❝❡✮✳ ❚❤❡ ❦❡② st❡♣ ✐♥ t❤❡ ♣r♦♦❢ ♦❢ ❚❤♠ ❇ ❛r❡ ❝♦♠♣❛❝t♥❡ss ❡st✐♠❛t❡s ❢♦r ♠❛①✐♠❛❧ s✉r❢❛❝❡s ✐♥ ❆❞❙♥✱ ✉s✐♥❣ r❡s✉❧ts ♦❢ ❇❛r♥✐❦ ✭✶✾✽✹✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 20

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙✸

❍ ♠❛♥✐❢♦❧❞s
❍ ✈s q✉❛s✐❢✉❝❤s✐❛♥

Pr♦♦❢ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠ ▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s ❛♥❞ ♠❛①✐♠❛❧ s✉r❢❛❝❡s

◗✉❡st✐♦♥s

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ✐ts ❛♣♣❧✐❝❛t✐♦♥s t♦ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② r❡♠❛✐♥s r❡❧❛t✐✈❡❧② ♦♣❡♥✳ ❖♣❡♥ q✉❡st✐♦♥s ♦♥ t❤❡ ❜♦✉♥❞❛r② ♦❢ t❤❡ ❝♦♥✈❡① ❝♦r❡ ♦❢ ●❍ ♠✢❞s✱ ❛♥❞ ❛♣♣❧✐❝❛t✐♦♥s t♦ ❡❛rt❤q✉❛❦❡s✳ ❯s❡ ❆❞❙ t♦ ♣r♦✈❡ ❙❝❤♦❡♥✬s ❝♦♥❥❡❝t✉r❡ ♦♥ ❤❛r♠♦♥✐❝ ❡①t❡♥s✐♦♥s ❄ ❊①t❡♥❞ t♦ ❆❞❙ s❡tt✐♥❣ ✈❛r✐♦✉s r❡s✉❧ts ❦♥♦✇♥ ❢♦r q✉❛s✐❢✉❝❤s✐❛♥ ♠✢❞s ❄ ❖t❤❡r q✉❡st✐♦♥s ❛♥❞ ❛♣♣❧✐❝❛t✐♦♥s✱ ♥♦t ②❡t ❞✐s❝♦✈❡r❡❞ ❄ ❄

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②

SLIDE 21

❆❞❙ ❣❡♦♠❡tr② ❛♥❞ ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r② ❙♦♠❡ st❛t❡♠❡♥ts ❢r♦♠ ❆❞❙ ❣❡♦♠❡tr②

❍ ❆❞❙ ♠❛♥✐❢♦❧❞s

❆❞❙✸

❍ ♠❛♥✐❢♦❧❞s
❍ ✈s q✉❛s✐❢✉❝❤s✐❛♥

Pr♦♦❢ ♦❢ t❤❡ ❊❛rt❤q✉❛❦❡ ❚❤♠ ▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s ❛♥❞ ♠❛①✐♠❛❧ s✉r❢❛❝❡s

❚❤❡ ❡♥❞

❚❤❛♥❦s ❢♦r ②♦✉r ❛tt❡♥t✐♦♥ ✦

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆❞❙ ❣❡♦♠❡tr② ❛s ❛ t♦♦❧ ❢♦r ❚❡✐❝❤♠ü❧❧❡r t❤❡♦r②