ts t rtq - - PowerPoint PPT Presentation

▶
t s t rt q
SMART_READER_LITE
LIVE PREVIEW

ts t rtq - - PowerPoint PPT Presentation

Jan 28, 2024 171 likes •1.14k views

sr ts rtqs ss tr ts t rtq

slide-1
SLIDE 1

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r

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

❈♦♥❢❡r❡♥❝❡ ✏❙❡r✐❡s✻✵✑✱ ❲❛r✇✐❝❦✱ ❏✉❧② ✷✺✱ ✷✵✶✶

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-2
SLIDE 2

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❈♦♥t❡♥t

❘❡❝❛❧❧ ♠❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s✱ ❡❛rt❤q✉❛❦❡s✱ ❊①t❡♥s✐♦♥ t♦ ✏❧❛♥❞s❧✐❞❡s✑✱ ❯♥❞❡r❧②✐♥❣ ❆❞❙ ❣❡♦♠❡tr②✳ ❏♦✐♥t ✇♦r❦ ✇✐t❤ ❋r❛♥❝❡s❝♦ ❇♦♥s❛♥t❡ ❛♥❞ ●❛❜r✐❡❧❡ ▼♦♥❞❡❧❧♦✳ ❙ ✐s ❛ ❝❧♦s❡❞ s✉r❢❛❝❡ ♦❢ ❣❡♥✉s ≥ ✷✱ T = ❚❡✐❝❤♠ü❧❧❡r s♣❛❝❡ ♦❢ ❙✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-3
SLIDE 3

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❈♦♥t❡♥t

❘❡❝❛❧❧ ♠❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s✱ ❡❛rt❤q✉❛❦❡s✱ ❊①t❡♥s✐♦♥ t♦ ✏❧❛♥❞s❧✐❞❡s✑✱ ❯♥❞❡r❧②✐♥❣ ❆❞❙ ❣❡♦♠❡tr②✳ ❏♦✐♥t ✇♦r❦ ✇✐t❤ ❋r❛♥❝❡s❝♦ ❇♦♥s❛♥t❡ ❛♥❞ ●❛❜r✐❡❧❡ ▼♦♥❞❡❧❧♦✳ ❙ ✐s ❛ ❝❧♦s❡❞ s✉r❢❛❝❡ ♦❢ ❣❡♥✉s ≥ ✷✱ T = ❚❡✐❝❤♠ü❧❧❡r s♣❛❝❡ ♦❢ ❙✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-4
SLIDE 4

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❈♦♥t❡♥t

❘❡❝❛❧❧ ♠❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s✱ ❡❛rt❤q✉❛❦❡s✱ ❊①t❡♥s✐♦♥ t♦ ✏❧❛♥❞s❧✐❞❡s✑✱ ❯♥❞❡r❧②✐♥❣ ❆❞❙ ❣❡♦♠❡tr②✳ ❏♦✐♥t ✇♦r❦ ✇✐t❤ ❋r❛♥❝❡s❝♦ ❇♦♥s❛♥t❡ ❛♥❞ ●❛❜r✐❡❧❡ ▼♦♥❞❡❧❧♦✳ ❙ ✐s ❛ ❝❧♦s❡❞ s✉r❢❛❝❡ ♦❢ ❣❡♥✉s ≥ ✷✱ T = ❚❡✐❝❤♠ü❧❧❡r s♣❛❝❡ ♦❢ ❙✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-5
SLIDE 5

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❈♦♥t❡♥t

❘❡❝❛❧❧ ♠❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s✱ ❡❛rt❤q✉❛❦❡s✱ ❊①t❡♥s✐♦♥ t♦ ✏❧❛♥❞s❧✐❞❡s✑✱ ❯♥❞❡r❧②✐♥❣ ❆❞❙ ❣❡♦♠❡tr②✳ ❏♦✐♥t ✇♦r❦ ✇✐t❤ ❋r❛♥❝❡s❝♦ ❇♦♥s❛♥t❡ ❛♥❞ ●❛❜r✐❡❧❡ ▼♦♥❞❡❧❧♦✳ ❙ ✐s ❛ ❝❧♦s❡❞ s✉r❢❛❝❡ ♦❢ ❣❡♥✉s ≥ ✷✱ T = ❚❡✐❝❤♠ü❧❧❡r s♣❛❝❡ ♦❢ ❙✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-6
SLIDE 6

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❈♦♥t❡♥t

❘❡❝❛❧❧ ♠❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s✱ ❡❛rt❤q✉❛❦❡s✱ ❊①t❡♥s✐♦♥ t♦ ✏❧❛♥❞s❧✐❞❡s✑✱ ❯♥❞❡r❧②✐♥❣ ❆❞❙ ❣❡♦♠❡tr②✳ ❏♦✐♥t ✇♦r❦ ✇✐t❤ ❋r❛♥❝❡s❝♦ ❇♦♥s❛♥t❡ ❛♥❞ ●❛❜r✐❡❧❡ ▼♦♥❞❡❧❧♦✳ ❙ ✐s ❛ ❝❧♦s❡❞ s✉r❢❛❝❡ ♦❢ ❣❡♥✉s ≥ ✷✱ T = ❚❡✐❝❤♠ü❧❧❡r s♣❛❝❡ ♦❢ ❙✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-7
SLIDE 7

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

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

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-8
SLIDE 8

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

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

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-9
SLIDE 9

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼❡❛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

γ

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

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-10
SLIDE 10

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼❡❛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

γ

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

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-11
SLIDE 11

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼❡❛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

γ

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

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-12
SLIDE 12

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼❡❛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

γ

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

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-13
SLIDE 13

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼❡❛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

γ

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

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-14
SLIDE 14

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼❡❛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

γ

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

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-15
SLIDE 15

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼❡❛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

γ

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

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-16
SLIDE 16

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼❡❛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

γ

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

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-17
SLIDE 17

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❊❛rt❤q✉❛❦❡s

❙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♦♥✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-18
SLIDE 18

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❊❛rt❤q✉❛❦❡s

❙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♦♥✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-19
SLIDE 19

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❊❛rt❤q✉❛❦❡s

❙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♦♥✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-20
SLIDE 20

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❊❛rt❤q✉❛❦❡s

❙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♦♥✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-21
SLIDE 21

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❊❛rt❤q✉❛❦❡s

❙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♦♥✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-22
SLIDE 22

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❊❛rt❤q✉❛❦❡s

❙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♦♥✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-23
SLIDE 23

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❊❛rt❤q✉❛❦❡s

❙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♦♥✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-24
SLIDE 24

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❙♦♠❡ ❦❡② ♣r♦♣❡rt✐❡s

✶

❊❛rt❤q✉❛❦❡s ❞❡✜♥❡ ❛ ✢♦✇ ♦♥ T × ML ✿ ❊sλ ◦ ❊tλ = ❊(s+t)λ✳

✷

❊❛rt❤q✉❛❦❡ ❚❤♠ ✭❚❤✉rst♦♥✱ ❑❡r❝❦❤♦✛✮ ✿ ∀❤, ❤′ ∈ T , ∃!λ ∈ ML, ❊λ(❤) = ❤′✳

✸

❈♦♠♣❧❡① ❡❛rt❤q✉❛❦❡s ✭▼❝▼✉❧❧❡♥✮ ✿ ❢♦r (❤, λ) ∈ T × ML✱ t❤❡ ♠❛♣ t → ❊tλ(❤) ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝ ♠❛♣ H → T ✳

✹

❊(t+✐s)λ = ❣rsλ ◦ ❊tλ✱ ✇❤❡r❡ ❣rλ : T → T ✐s t❤❡ ❣r❛❢t✐♥❣ ♠❛♣✳ ❣r = π ◦ ●r : ML × T

  • r

→ CP

π

→ T ✱ ❛♥❞ t + ✐s → ●rsλ ◦ ❊tλ ✐s ❤♦❧♦♠♦r♣❤✐❝ ❢r♦♠ H t♦ CP✳

✺

  • r : ML × T → CP ✐s ❛ ❤♦♠❡♦ ✭❚❤✉rst♦♥✮✳

❙✐♠♣❧❡ ♣r♦♦❢ ♦❢ ❊❛rt❤q✉❛❦❡ ❚❤♠ ❜② ▼❡ss ✭✶✾✾✵✮ ❜❛s❡❞ ♦♥ ❆❞❙ ❣❡♦♠❡tr②✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-25
SLIDE 25

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❙♦♠❡ ❦❡② ♣r♦♣❡rt✐❡s

✶

❊❛rt❤q✉❛❦❡s ❞❡✜♥❡ ❛ ✢♦✇ ♦♥ T × ML ✿ ❊sλ ◦ ❊tλ = ❊(s+t)λ✳

✷

❊❛rt❤q✉❛❦❡ ❚❤♠ ✭❚❤✉rst♦♥✱ ❑❡r❝❦❤♦✛✮ ✿ ∀❤, ❤′ ∈ T , ∃!λ ∈ ML, ❊λ(❤) = ❤′✳

✸

❈♦♠♣❧❡① ❡❛rt❤q✉❛❦❡s ✭▼❝▼✉❧❧❡♥✮ ✿ ❢♦r (❤, λ) ∈ T × ML✱ t❤❡ ♠❛♣ t → ❊tλ(❤) ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝ ♠❛♣ H → T ✳

✹

❊(t+✐s)λ = ❣rsλ ◦ ❊tλ✱ ✇❤❡r❡ ❣rλ : T → T ✐s t❤❡ ❣r❛❢t✐♥❣ ♠❛♣✳ ❣r = π ◦ ●r : ML × T

  • r

→ CP

π

→ T ✱ ❛♥❞ t + ✐s → ●rsλ ◦ ❊tλ ✐s ❤♦❧♦♠♦r♣❤✐❝ ❢r♦♠ H t♦ CP✳

✺

  • r : ML × T → CP ✐s ❛ ❤♦♠❡♦ ✭❚❤✉rst♦♥✮✳

❙✐♠♣❧❡ ♣r♦♦❢ ♦❢ ❊❛rt❤q✉❛❦❡ ❚❤♠ ❜② ▼❡ss ✭✶✾✾✵✮ ❜❛s❡❞ ♦♥ ❆❞❙ ❣❡♦♠❡tr②✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-26
SLIDE 26

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❙♦♠❡ ❦❡② ♣r♦♣❡rt✐❡s

✶

❊❛rt❤q✉❛❦❡s ❞❡✜♥❡ ❛ ✢♦✇ ♦♥ T × ML ✿ ❊sλ ◦ ❊tλ = ❊(s+t)λ✳

✷

❊❛rt❤q✉❛❦❡ ❚❤♠ ✭❚❤✉rst♦♥✱ ❑❡r❝❦❤♦✛✮ ✿ ∀❤, ❤′ ∈ T , ∃!λ ∈ ML, ❊λ(❤) = ❤′✳

✸

❈♦♠♣❧❡① ❡❛rt❤q✉❛❦❡s ✭▼❝▼✉❧❧❡♥✮ ✿ ❢♦r (❤, λ) ∈ T × ML✱ t❤❡ ♠❛♣ t → ❊tλ(❤) ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝ ♠❛♣ H → T ✳

✹

❊(t+✐s)λ = ❣rsλ ◦ ❊tλ✱ ✇❤❡r❡ ❣rλ : T → T ✐s t❤❡ ❣r❛❢t✐♥❣ ♠❛♣✳ ❣r = π ◦ ●r : ML × T

  • r

→ CP

π

→ T ✱ ❛♥❞ t + ✐s → ●rsλ ◦ ❊tλ ✐s ❤♦❧♦♠♦r♣❤✐❝ ❢r♦♠ H t♦ CP✳

✺

  • r : ML × T → CP ✐s ❛ ❤♦♠❡♦ ✭❚❤✉rst♦♥✮✳

❙✐♠♣❧❡ ♣r♦♦❢ ♦❢ ❊❛rt❤q✉❛❦❡ ❚❤♠ ❜② ▼❡ss ✭✶✾✾✵✮ ❜❛s❡❞ ♦♥ ❆❞❙ ❣❡♦♠❡tr②✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-27
SLIDE 27

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❙♦♠❡ ❦❡② ♣r♦♣❡rt✐❡s

✶

❊❛rt❤q✉❛❦❡s ❞❡✜♥❡ ❛ ✢♦✇ ♦♥ T × ML ✿ ❊sλ ◦ ❊tλ = ❊(s+t)λ✳

✷

❊❛rt❤q✉❛❦❡ ❚❤♠ ✭❚❤✉rst♦♥✱ ❑❡r❝❦❤♦✛✮ ✿ ∀❤, ❤′ ∈ T , ∃!λ ∈ ML, ❊λ(❤) = ❤′✳

✸

❈♦♠♣❧❡① ❡❛rt❤q✉❛❦❡s ✭▼❝▼✉❧❧❡♥✮ ✿ ❢♦r (❤, λ) ∈ T × ML✱ t❤❡ ♠❛♣ t → ❊tλ(❤) ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝ ♠❛♣ H → T ✳

✹

❊(t+✐s)λ = ❣rsλ ◦ ❊tλ✱ ✇❤❡r❡ ❣rλ : T → T ✐s t❤❡ ❣r❛❢t✐♥❣ ♠❛♣✳ ❣r = π ◦ ●r : ML × T

  • r

→ CP

π

→ T ✱ ❛♥❞ t + ✐s → ●rsλ ◦ ❊tλ ✐s ❤♦❧♦♠♦r♣❤✐❝ ❢r♦♠ H t♦ CP✳

✺

  • r : ML × T → CP ✐s ❛ ❤♦♠❡♦ ✭❚❤✉rst♦♥✮✳

❙✐♠♣❧❡ ♣r♦♦❢ ♦❢ ❊❛rt❤q✉❛❦❡ ❚❤♠ ❜② ▼❡ss ✭✶✾✾✵✮ ❜❛s❡❞ ♦♥ ❆❞❙ ❣❡♦♠❡tr②✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-28
SLIDE 28

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❙♦♠❡ ❦❡② ♣r♦♣❡rt✐❡s

✶

❊❛rt❤q✉❛❦❡s ❞❡✜♥❡ ❛ ✢♦✇ ♦♥ T × ML ✿ ❊sλ ◦ ❊tλ = ❊(s+t)λ✳

✷

❊❛rt❤q✉❛❦❡ ❚❤♠ ✭❚❤✉rst♦♥✱ ❑❡r❝❦❤♦✛✮ ✿ ∀❤, ❤′ ∈ T , ∃!λ ∈ ML, ❊λ(❤) = ❤′✳

✸

❈♦♠♣❧❡① ❡❛rt❤q✉❛❦❡s ✭▼❝▼✉❧❧❡♥✮ ✿ ❢♦r (❤, λ) ∈ T × ML✱ t❤❡ ♠❛♣ t → ❊tλ(❤) ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝ ♠❛♣ H → T ✳

✹

❊(t+✐s)λ = ❣rsλ ◦ ❊tλ✱ ✇❤❡r❡ ❣rλ : T → T ✐s t❤❡ ❣r❛❢t✐♥❣ ♠❛♣✳ ❣r = π ◦ ●r : ML × T

  • r

→ CP

π

→ T ✱ ❛♥❞ t + ✐s → ●rsλ ◦ ❊tλ ✐s ❤♦❧♦♠♦r♣❤✐❝ ❢r♦♠ H t♦ CP✳

✺

  • r : ML × T → CP ✐s ❛ ❤♦♠❡♦ ✭❚❤✉rst♦♥✮✳

❙✐♠♣❧❡ ♣r♦♦❢ ♦❢ ❊❛rt❤q✉❛❦❡ ❚❤♠ ❜② ▼❡ss ✭✶✾✾✵✮ ❜❛s❡❞ ♦♥ ❆❞❙ ❣❡♦♠❡tr②✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-29
SLIDE 29

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❙♦♠❡ ❦❡② ♣r♦♣❡rt✐❡s

✶

❊❛rt❤q✉❛❦❡s ❞❡✜♥❡ ❛ ✢♦✇ ♦♥ T × ML ✿ ❊sλ ◦ ❊tλ = ❊(s+t)λ✳

✷

❊❛rt❤q✉❛❦❡ ❚❤♠ ✭❚❤✉rst♦♥✱ ❑❡r❝❦❤♦✛✮ ✿ ∀❤, ❤′ ∈ T , ∃!λ ∈ ML, ❊λ(❤) = ❤′✳

✸

❈♦♠♣❧❡① ❡❛rt❤q✉❛❦❡s ✭▼❝▼✉❧❧❡♥✮ ✿ ❢♦r (❤, λ) ∈ T × ML✱ t❤❡ ♠❛♣ t → ❊tλ(❤) ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝ ♠❛♣ H → T ✳

✹

❊(t+✐s)λ = ❣rsλ ◦ ❊tλ✱ ✇❤❡r❡ ❣rλ : T → T ✐s t❤❡ ❣r❛❢t✐♥❣ ♠❛♣✳ ❣r = π ◦ ●r : ML × T

  • r

→ CP

π

→ T ✱ ❛♥❞ t + ✐s → ●rsλ ◦ ❊tλ ✐s ❤♦❧♦♠♦r♣❤✐❝ ❢r♦♠ H t♦ CP✳

✺

  • r : ML × T → CP ✐s ❛ ❤♦♠❡♦ ✭❚❤✉rst♦♥✮✳

❙✐♠♣❧❡ ♣r♦♦❢ ♦❢ ❊❛rt❤q✉❛❦❡ ❚❤♠ ❜② ▼❡ss ✭✶✾✾✵✮ ❜❛s❡❞ ♦♥ ❆❞❙ ❣❡♦♠❡tr②✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-30
SLIDE 30

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❙♦♠❡ ❦❡② ♣r♦♣❡rt✐❡s

✶

❊❛rt❤q✉❛❦❡s ❞❡✜♥❡ ❛ ✢♦✇ ♦♥ T × ML ✿ ❊sλ ◦ ❊tλ = ❊(s+t)λ✳

✷

❊❛rt❤q✉❛❦❡ ❚❤♠ ✭❚❤✉rst♦♥✱ ❑❡r❝❦❤♦✛✮ ✿ ∀❤, ❤′ ∈ T , ∃!λ ∈ ML, ❊λ(❤) = ❤′✳

✸

❈♦♠♣❧❡① ❡❛rt❤q✉❛❦❡s ✭▼❝▼✉❧❧❡♥✮ ✿ ❢♦r (❤, λ) ∈ T × ML✱ t❤❡ ♠❛♣ t → ❊tλ(❤) ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝ ♠❛♣ H → T ✳

✹

❊(t+✐s)λ = ❣rsλ ◦ ❊tλ✱ ✇❤❡r❡ ❣rλ : T → T ✐s t❤❡ ❣r❛❢t✐♥❣ ♠❛♣✳ ❣r = π ◦ ●r : ML × T

  • r

→ CP

π

→ T ✱ ❛♥❞ t + ✐s → ●rsλ ◦ ❊tλ ✐s ❤♦❧♦♠♦r♣❤✐❝ ❢r♦♠ H t♦ CP✳

✺

  • r : ML × T → CP ✐s ❛ ❤♦♠❡♦ ✭❚❤✉rst♦♥✮✳

❙✐♠♣❧❡ ♣r♦♦❢ ♦❢ ❊❛rt❤q✉❛❦❡ ❚❤♠ ❜② ▼❡ss ✭✶✾✾✵✮ ❜❛s❡❞ ♦♥ ❆❞❙ ❣❡♦♠❡tr②✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-31
SLIDE 31

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❙♦♠❡ ❦❡② ♣r♦♣❡rt✐❡s

✶

❊❛rt❤q✉❛❦❡s ❞❡✜♥❡ ❛ ✢♦✇ ♦♥ T × ML ✿ ❊sλ ◦ ❊tλ = ❊(s+t)λ✳

✷

❊❛rt❤q✉❛❦❡ ❚❤♠ ✭❚❤✉rst♦♥✱ ❑❡r❝❦❤♦✛✮ ✿ ∀❤, ❤′ ∈ T , ∃!λ ∈ ML, ❊λ(❤) = ❤′✳

✸

❈♦♠♣❧❡① ❡❛rt❤q✉❛❦❡s ✭▼❝▼✉❧❧❡♥✮ ✿ ❢♦r (❤, λ) ∈ T × ML✱ t❤❡ ♠❛♣ t → ❊tλ(❤) ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝ ♠❛♣ H → T ✳

✹

❊(t+✐s)λ = ❣rsλ ◦ ❊tλ✱ ✇❤❡r❡ ❣rλ : T → T ✐s t❤❡ ❣r❛❢t✐♥❣ ♠❛♣✳ ❣r = π ◦ ●r : ML × T

  • r

→ CP

π

→ T ✱ ❛♥❞ t + ✐s → ●rsλ ◦ ❊tλ ✐s ❤♦❧♦♠♦r♣❤✐❝ ❢r♦♠ H t♦ CP✳

✺

  • r : ML × T → CP ✐s ❛ ❤♦♠❡♦ ✭❚❤✉rst♦♥✮✳

❙✐♠♣❧❡ ♣r♦♦❢ ♦❢ ❊❛rt❤q✉❛❦❡ ❚❤♠ ❜② ▼❡ss ✭✶✾✾✵✮ ❜❛s❡❞ ♦♥ ❆❞❙ ❣❡♦♠❡tr②✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-32
SLIDE 32

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❚❤❡ ❧❛♥❞s❧✐❞❡ ✢♦✇

❘❡❝❛❧❧ t❤❛t ❊ : T × ML × R → T × ML (❤, λ, t) → (❊tλ(❤), λ) ✐s ❛ ✢♦✇ ✭R✲❛❝t✐♦♥✮✳ ❲❡✬❧❧ ❞❡✜♥❡ ✏❧❛♥❞s❧✐❞❡s✑ ▲ : T × T × ❙✶ → T × T (❤, ❤∗, ❡✐θ) → ▲❡✐θ(❤, ❤∗) ❉❡❢ ❡✐t❤❡r ❛♥❛❧②t✐❝ ✭♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦s✮ ♦r ❣❡♦♠❡tr✐❝ ✭✸❞ ❆❞❙ ❣❡♦♠❡tr②✮✳ ❑❡② ♣r♦♣❡rt✐❡s ♦❢ ❡❛rt❤q✉❛❦❡s ❡①t❡♥❞✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-33
SLIDE 33

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❚❤❡ ❧❛♥❞s❧✐❞❡ ✢♦✇

❘❡❝❛❧❧ t❤❛t ❊ : T × ML × R → T × ML (❤, λ, t) → (❊tλ(❤), λ) ✐s ❛ ✢♦✇ ✭R✲❛❝t✐♦♥✮✳ ❲❡✬❧❧ ❞❡✜♥❡ ✏❧❛♥❞s❧✐❞❡s✑ ▲ : T × T × ❙✶ → T × T (❤, ❤∗, ❡✐θ) → ▲❡✐θ(❤, ❤∗) ❉❡❢ ❡✐t❤❡r ❛♥❛❧②t✐❝ ✭♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦s✮ ♦r ❣❡♦♠❡tr✐❝ ✭✸❞ ❆❞❙ ❣❡♦♠❡tr②✮✳ ❑❡② ♣r♦♣❡rt✐❡s ♦❢ ❡❛rt❤q✉❛❦❡s ❡①t❡♥❞✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-34
SLIDE 34

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❚❤❡ ❧❛♥❞s❧✐❞❡ ✢♦✇

❘❡❝❛❧❧ t❤❛t ❊ : T × ML × R → T × ML (❤, λ, t) → (❊tλ(❤), λ) ✐s ❛ ✢♦✇ ✭R✲❛❝t✐♦♥✮✳ ❲❡✬❧❧ ❞❡✜♥❡ ✏❧❛♥❞s❧✐❞❡s✑ ▲ : T × T × ❙✶ → T × T (❤, ❤∗, ❡✐θ) → ▲❡✐θ(❤, ❤∗) ❉❡❢ ❡✐t❤❡r ❛♥❛❧②t✐❝ ✭♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦s✮ ♦r ❣❡♦♠❡tr✐❝ ✭✸❞ ❆❞❙ ❣❡♦♠❡tr②✮✳ ❑❡② ♣r♦♣❡rt✐❡s ♦❢ ❡❛rt❤q✉❛❦❡s ❡①t❡♥❞✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-35
SLIDE 35

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❚❤❡ ❧❛♥❞s❧✐❞❡ ✢♦✇

❘❡❝❛❧❧ t❤❛t ❊ : T × ML × R → T × ML (❤, λ, t) → (❊tλ(❤), λ) ✐s ❛ ✢♦✇ ✭R✲❛❝t✐♦♥✮✳ ❲❡✬❧❧ ❞❡✜♥❡ ✏❧❛♥❞s❧✐❞❡s✑ ▲ : T × T × ❙✶ → T × T (❤, ❤∗, ❡✐θ) → ▲❡✐θ(❤, ❤∗) ❉❡❢ ❡✐t❤❡r ❛♥❛❧②t✐❝ ✭♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦s✮ ♦r ❣❡♦♠❡tr✐❝ ✭✸❞ ❆❞❙ ❣❡♦♠❡tr②✮✳ ❑❡② ♣r♦♣❡rt✐❡s ♦❢ ❡❛rt❤q✉❛❦❡s ❡①t❡♥❞✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-36
SLIDE 36

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

Pr♦♣❡rt✐❡s ♦❢ ❧❛♥❞s❧✐❞❡s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-37
SLIDE 37

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

Pr♦♣❡rt✐❡s ♦❢ ❧❛♥❞s❧✐❞❡s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-38
SLIDE 38

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

Pr♦♣❡rt✐❡s ♦❢ ❧❛♥❞s❧✐❞❡s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-39
SLIDE 39

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

Pr♦♣❡rt✐❡s ♦❢ ❧❛♥❞s❧✐❞❡s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-40
SLIDE 40

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

Pr♦♣❡rt✐❡s ♦❢ ❧❛♥❞s❧✐❞❡s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-41
SLIDE 41

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

Pr♦♣❡rt✐❡s ♦❢ ❧❛♥❞s❧✐❞❡s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-42
SLIDE 42

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s

❋✐rst ♣♦ss✐❜❧❡ ❞❡✜♥✐t✐♦♥ ✿ ❜② ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s✳ ❉❡❢ ✿ ❛ ❞✐✛❡♦♠♦r♣❤✐s♠ ✉ ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ s✉r❢❛❝❡s (❙, ❤) ❛♥❞ (❙, ❤∗) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ✐❢ ✐t ✐s ❛r❡❛✲♣r❡s❡r✈✐♥❣ ❛♥❞ ✐ts ❣r❛♣❤ ✐s ♠✐♥✐♠❛❧✳ ❚❤❡♥ ✉ : ✇ ◦ ✈ −✶✱ ✇❤❡r❡ ✈ : (❙, ❝) → (❙, ❤) ❛♥❞ ✇ : (❙, ❝) → (❙, ❤∗) ❛r❡ ❤❛r♠♦♥✐❝ ♠❛♣s ✇✐t❤ ♦♣♣♦s✐t❡ ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧q, −q✳ ❊①❛♠♣❧❡ ✿ ✐❢ ❙ ✐s ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡ ✐♥ ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ ✸✲♠❛♥✐❢♦❧❞✱ t❤❡♥ ■❞ : (❙, ■) → (❙, ■■■) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤♠ ✭❙❝❤♦❡♥✱ ▲❛❜♦✉r✐❡ ✶✾✾✷✮ ✿ t❤❡r❡ ✐s ❛ ✉♥✐q✉❡ ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦ ✐s♦t♦♣✐❝ t♦ t❤❡ ✐❞❡♥t✐t② ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ ♠❡tr✐❝s ♦♥ ❙✳ ❉❡❢ ✿ ▲❡✐θ(❤, ❤∗) = (❤θ, ❤∗

θ)✱ ✇❤❡r❡ t❤❡ ❤❛r♠♦♥✐❝ ♠❛♣

✈θ : (❙, ❝) → (❙, ❤θ) ❤❛s ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧ ❡✐θq ✭❛♥❞ s✐♠✐❧❛r❧② ❢♦r ✇θ✮✳ ❍♦✇❡✈❡r t❤✐s ❞❡✜♥✐t✐♦♥ ✐s ❞✐✣❝✉❧t t♦ ✇♦r❦ ✇✐t❤✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-43
SLIDE 43

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s

❋✐rst ♣♦ss✐❜❧❡ ❞❡✜♥✐t✐♦♥ ✿ ❜② ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s✳ ❉❡❢ ✿ ❛ ❞✐✛❡♦♠♦r♣❤✐s♠ ✉ ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ s✉r❢❛❝❡s (❙, ❤) ❛♥❞ (❙, ❤∗) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ✐❢ ✐t ✐s ❛r❡❛✲♣r❡s❡r✈✐♥❣ ❛♥❞ ✐ts ❣r❛♣❤ ✐s ♠✐♥✐♠❛❧✳ ❚❤❡♥ ✉ : ✇ ◦ ✈ −✶✱ ✇❤❡r❡ ✈ : (❙, ❝) → (❙, ❤) ❛♥❞ ✇ : (❙, ❝) → (❙, ❤∗) ❛r❡ ❤❛r♠♦♥✐❝ ♠❛♣s ✇✐t❤ ♦♣♣♦s✐t❡ ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧q, −q✳ ❊①❛♠♣❧❡ ✿ ✐❢ ❙ ✐s ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡ ✐♥ ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ ✸✲♠❛♥✐❢♦❧❞✱ t❤❡♥ ■❞ : (❙, ■) → (❙, ■■■) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤♠ ✭❙❝❤♦❡♥✱ ▲❛❜♦✉r✐❡ ✶✾✾✷✮ ✿ t❤❡r❡ ✐s ❛ ✉♥✐q✉❡ ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦ ✐s♦t♦♣✐❝ t♦ t❤❡ ✐❞❡♥t✐t② ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ ♠❡tr✐❝s ♦♥ ❙✳ ❉❡❢ ✿ ▲❡✐θ(❤, ❤∗) = (❤θ, ❤∗

θ)✱ ✇❤❡r❡ t❤❡ ❤❛r♠♦♥✐❝ ♠❛♣

✈θ : (❙, ❝) → (❙, ❤θ) ❤❛s ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧ ❡✐θq ✭❛♥❞ s✐♠✐❧❛r❧② ❢♦r ✇θ✮✳ ❍♦✇❡✈❡r t❤✐s ❞❡✜♥✐t✐♦♥ ✐s ❞✐✣❝✉❧t t♦ ✇♦r❦ ✇✐t❤✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-44
SLIDE 44

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s

❋✐rst ♣♦ss✐❜❧❡ ❞❡✜♥✐t✐♦♥ ✿ ❜② ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s✳ ❉❡❢ ✿ ❛ ❞✐✛❡♦♠♦r♣❤✐s♠ ✉ ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ s✉r❢❛❝❡s (❙, ❤) ❛♥❞ (❙, ❤∗) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ✐❢ ✐t ✐s ❛r❡❛✲♣r❡s❡r✈✐♥❣ ❛♥❞ ✐ts ❣r❛♣❤ ✐s ♠✐♥✐♠❛❧✳ ❚❤❡♥ ✉ : ✇ ◦ ✈ −✶✱ ✇❤❡r❡ ✈ : (❙, ❝) → (❙, ❤) ❛♥❞ ✇ : (❙, ❝) → (❙, ❤∗) ❛r❡ ❤❛r♠♦♥✐❝ ♠❛♣s ✇✐t❤ ♦♣♣♦s✐t❡ ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧q, −q✳ ❊①❛♠♣❧❡ ✿ ✐❢ ❙ ✐s ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡ ✐♥ ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ ✸✲♠❛♥✐❢♦❧❞✱ t❤❡♥ ■❞ : (❙, ■) → (❙, ■■■) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤♠ ✭❙❝❤♦❡♥✱ ▲❛❜♦✉r✐❡ ✶✾✾✷✮ ✿ t❤❡r❡ ✐s ❛ ✉♥✐q✉❡ ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦ ✐s♦t♦♣✐❝ t♦ t❤❡ ✐❞❡♥t✐t② ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ ♠❡tr✐❝s ♦♥ ❙✳ ❉❡❢ ✿ ▲❡✐θ(❤, ❤∗) = (❤θ, ❤∗

θ)✱ ✇❤❡r❡ t❤❡ ❤❛r♠♦♥✐❝ ♠❛♣

✈θ : (❙, ❝) → (❙, ❤θ) ❤❛s ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧ ❡✐θq ✭❛♥❞ s✐♠✐❧❛r❧② ❢♦r ✇θ✮✳ ❍♦✇❡✈❡r t❤✐s ❞❡✜♥✐t✐♦♥ ✐s ❞✐✣❝✉❧t t♦ ✇♦r❦ ✇✐t❤✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-45
SLIDE 45

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s

❋✐rst ♣♦ss✐❜❧❡ ❞❡✜♥✐t✐♦♥ ✿ ❜② ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s✳ ❉❡❢ ✿ ❛ ❞✐✛❡♦♠♦r♣❤✐s♠ ✉ ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ s✉r❢❛❝❡s (❙, ❤) ❛♥❞ (❙, ❤∗) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ✐❢ ✐t ✐s ❛r❡❛✲♣r❡s❡r✈✐♥❣ ❛♥❞ ✐ts ❣r❛♣❤ ✐s ♠✐♥✐♠❛❧✳ ❚❤❡♥ ✉ : ✇ ◦ ✈ −✶✱ ✇❤❡r❡ ✈ : (❙, ❝) → (❙, ❤) ❛♥❞ ✇ : (❙, ❝) → (❙, ❤∗) ❛r❡ ❤❛r♠♦♥✐❝ ♠❛♣s ✇✐t❤ ♦♣♣♦s✐t❡ ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧q, −q✳ ❊①❛♠♣❧❡ ✿ ✐❢ ❙ ✐s ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡ ✐♥ ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ ✸✲♠❛♥✐❢♦❧❞✱ t❤❡♥ ■❞ : (❙, ■) → (❙, ■■■) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤♠ ✭❙❝❤♦❡♥✱ ▲❛❜♦✉r✐❡ ✶✾✾✷✮ ✿ t❤❡r❡ ✐s ❛ ✉♥✐q✉❡ ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦ ✐s♦t♦♣✐❝ t♦ t❤❡ ✐❞❡♥t✐t② ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ ♠❡tr✐❝s ♦♥ ❙✳ ❉❡❢ ✿ ▲❡✐θ(❤, ❤∗) = (❤θ, ❤∗

θ)✱ ✇❤❡r❡ t❤❡ ❤❛r♠♦♥✐❝ ♠❛♣

✈θ : (❙, ❝) → (❙, ❤θ) ❤❛s ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧ ❡✐θq ✭❛♥❞ s✐♠✐❧❛r❧② ❢♦r ✇θ✮✳ ❍♦✇❡✈❡r t❤✐s ❞❡✜♥✐t✐♦♥ ✐s ❞✐✣❝✉❧t t♦ ✇♦r❦ ✇✐t❤✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-46
SLIDE 46

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s

❋✐rst ♣♦ss✐❜❧❡ ❞❡✜♥✐t✐♦♥ ✿ ❜② ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s✳ ❉❡❢ ✿ ❛ ❞✐✛❡♦♠♦r♣❤✐s♠ ✉ ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ s✉r❢❛❝❡s (❙, ❤) ❛♥❞ (❙, ❤∗) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ✐❢ ✐t ✐s ❛r❡❛✲♣r❡s❡r✈✐♥❣ ❛♥❞ ✐ts ❣r❛♣❤ ✐s ♠✐♥✐♠❛❧✳ ❚❤❡♥ ✉ : ✇ ◦ ✈ −✶✱ ✇❤❡r❡ ✈ : (❙, ❝) → (❙, ❤) ❛♥❞ ✇ : (❙, ❝) → (❙, ❤∗) ❛r❡ ❤❛r♠♦♥✐❝ ♠❛♣s ✇✐t❤ ♦♣♣♦s✐t❡ ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧q, −q✳ ❊①❛♠♣❧❡ ✿ ✐❢ ❙ ✐s ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡ ✐♥ ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ ✸✲♠❛♥✐❢♦❧❞✱ t❤❡♥ ■❞ : (❙, ■) → (❙, ■■■) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤♠ ✭❙❝❤♦❡♥✱ ▲❛❜♦✉r✐❡ ✶✾✾✷✮ ✿ t❤❡r❡ ✐s ❛ ✉♥✐q✉❡ ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦ ✐s♦t♦♣✐❝ t♦ t❤❡ ✐❞❡♥t✐t② ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ ♠❡tr✐❝s ♦♥ ❙✳ ❉❡❢ ✿ ▲❡✐θ(❤, ❤∗) = (❤θ, ❤∗

θ)✱ ✇❤❡r❡ t❤❡ ❤❛r♠♦♥✐❝ ♠❛♣

✈θ : (❙, ❝) → (❙, ❤θ) ❤❛s ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧ ❡✐θq ✭❛♥❞ s✐♠✐❧❛r❧② ❢♦r ✇θ✮✳ ❍♦✇❡✈❡r t❤✐s ❞❡✜♥✐t✐♦♥ ✐s ❞✐✣❝✉❧t t♦ ✇♦r❦ ✇✐t❤✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-47
SLIDE 47

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s

❋✐rst ♣♦ss✐❜❧❡ ❞❡✜♥✐t✐♦♥ ✿ ❜② ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s✳ ❉❡❢ ✿ ❛ ❞✐✛❡♦♠♦r♣❤✐s♠ ✉ ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ s✉r❢❛❝❡s (❙, ❤) ❛♥❞ (❙, ❤∗) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ✐❢ ✐t ✐s ❛r❡❛✲♣r❡s❡r✈✐♥❣ ❛♥❞ ✐ts ❣r❛♣❤ ✐s ♠✐♥✐♠❛❧✳ ❚❤❡♥ ✉ : ✇ ◦ ✈ −✶✱ ✇❤❡r❡ ✈ : (❙, ❝) → (❙, ❤) ❛♥❞ ✇ : (❙, ❝) → (❙, ❤∗) ❛r❡ ❤❛r♠♦♥✐❝ ♠❛♣s ✇✐t❤ ♦♣♣♦s✐t❡ ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧q, −q✳ ❊①❛♠♣❧❡ ✿ ✐❢ ❙ ✐s ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡ ✐♥ ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ ✸✲♠❛♥✐❢♦❧❞✱ t❤❡♥ ■❞ : (❙, ■) → (❙, ■■■) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤♠ ✭❙❝❤♦❡♥✱ ▲❛❜♦✉r✐❡ ✶✾✾✷✮ ✿ t❤❡r❡ ✐s ❛ ✉♥✐q✉❡ ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦ ✐s♦t♦♣✐❝ t♦ t❤❡ ✐❞❡♥t✐t② ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ ♠❡tr✐❝s ♦♥ ❙✳ ❉❡❢ ✿ ▲❡✐θ(❤, ❤∗) = (❤θ, ❤∗

θ)✱ ✇❤❡r❡ t❤❡ ❤❛r♠♦♥✐❝ ♠❛♣

✈θ : (❙, ❝) → (❙, ❤θ) ❤❛s ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧ ❡✐θq ✭❛♥❞ s✐♠✐❧❛r❧② ❢♦r ✇θ✮✳ ❍♦✇❡✈❡r t❤✐s ❞❡✜♥✐t✐♦♥ ✐s ❞✐✣❝✉❧t t♦ ✇♦r❦ ✇✐t❤✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-48
SLIDE 48

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▼✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s

❋✐rst ♣♦ss✐❜❧❡ ❞❡✜♥✐t✐♦♥ ✿ ❜② ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ♠❛♣s✳ ❉❡❢ ✿ ❛ ❞✐✛❡♦♠♦r♣❤✐s♠ ✉ ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ s✉r❢❛❝❡s (❙, ❤) ❛♥❞ (❙, ❤∗) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ✐❢ ✐t ✐s ❛r❡❛✲♣r❡s❡r✈✐♥❣ ❛♥❞ ✐ts ❣r❛♣❤ ✐s ♠✐♥✐♠❛❧✳ ❚❤❡♥ ✉ : ✇ ◦ ✈ −✶✱ ✇❤❡r❡ ✈ : (❙, ❝) → (❙, ❤) ❛♥❞ ✇ : (❙, ❝) → (❙, ❤∗) ❛r❡ ❤❛r♠♦♥✐❝ ♠❛♣s ✇✐t❤ ♦♣♣♦s✐t❡ ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧q, −q✳ ❊①❛♠♣❧❡ ✿ ✐❢ ❙ ✐s ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡ ✐♥ ❛ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ ✸✲♠❛♥✐❢♦❧❞✱ t❤❡♥ ■❞ : (❙, ■) → (❙, ■■■) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤♠ ✭❙❝❤♦❡♥✱ ▲❛❜♦✉r✐❡ ✶✾✾✷✮ ✿ t❤❡r❡ ✐s ❛ ✉♥✐q✉❡ ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥ ❞✐✛❡♦ ✐s♦t♦♣✐❝ t♦ t❤❡ ✐❞❡♥t✐t② ❜❡t✇❡❡♥ t✇♦ ❤②♣❡r❜♦❧✐❝ ♠❡tr✐❝s ♦♥ ❙✳ ❉❡❢ ✿ ▲❡✐θ(❤, ❤∗) = (❤θ, ❤∗

θ)✱ ✇❤❡r❡ t❤❡ ❤❛r♠♦♥✐❝ ♠❛♣

✈θ : (❙, ❝) → (❙, ❤θ) ❤❛s ❍♦♣❢ ❞✐✛❡r❡♥t✐❛❧ ❡✐θq ✭❛♥❞ s✐♠✐❧❛r❧② ❢♦r ✇θ✮✳ ❍♦✇❡✈❡r t❤✐s ❞❡✜♥✐t✐♦♥ ✐s ❞✐✣❝✉❧t t♦ ✇♦r❦ ✇✐t❤✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-49
SLIDE 49

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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❡✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-50
SLIDE 50

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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❡✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-51
SLIDE 51

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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❡✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-52
SLIDE 52

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-53
SLIDE 53

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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❡✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-54
SLIDE 54

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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❡✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-55
SLIDE 55

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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❡✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-56
SLIDE 56

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-57
SLIDE 57

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-58
SLIDE 58

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-59
SLIDE 59

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-60
SLIDE 60

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-61
SLIDE 61

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-62
SLIDE 62

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-63
SLIDE 63

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆❞❙✸ ❛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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-64
SLIDE 64

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

  • ❧♦❜❛❧❧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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-65
SLIDE 65

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

  • ❧♦❜❛❧❧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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-66
SLIDE 66

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

  • ❧♦❜❛❧❧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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-67
SLIDE 67

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

  • ❧♦❜❛❧❧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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-68
SLIDE 68

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

  • ❧♦❜❛❧❧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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-69
SLIDE 69

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

  • ❧♦❜❛❧❧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 ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-70
SLIDE 70

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ❇❡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 ♦❢ q✉❛s✐❢✉❝❤s✐❛♥ ♠❛♥✐❢♦❧❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-71
SLIDE 71

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ❇❡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 ♦❢ q✉❛s✐❢✉❝❤s✐❛♥ ♠❛♥✐❢♦❧❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-72
SLIDE 72

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ❇❡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 ♦❢ q✉❛s✐❢✉❝❤s✐❛♥ ♠❛♥✐❢♦❧❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-73
SLIDE 73

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ❇❡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 ♦❢ q✉❛s✐❢✉❝❤s✐❛♥ ♠❛♥✐❢♦❧❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-74
SLIDE 74

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ❇❡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 ♦❢ q✉❛s✐❢✉❝❤s✐❛♥ ♠❛♥✐❢♦❧❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-75
SLIDE 75

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ❇❡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 ♦❢ q✉❛s✐❢✉❝❤s✐❛♥ ♠❛♥✐❢♦❧❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-76
SLIDE 76

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▲❛♥❞s❧✐❞❡s ❛♥❞ ✸❞ ❣❡♦♠❡tr②

❉❡❢ ✿ ❧❡t ❤, ❤∗ ∈ T ❛♥❞ ❧❡t ❡✐θ ∈ ❙✶✳ ❚❤❡r❡ ✐s ❛ ✉♥✐q✉❡ ❡q✉✐✈❛r✐❛♥t ❡♠❜❡❞❞✐♥❣ ♦❢ ❙ ✐♥ ❆❞❙✸ ✇✐t❤ ■ = ✶/ ❝♦s✷(θ/✷)❤, ■■■ = ✶/ s✐♥✷(θ/✷)❤∗✳ ❙ ✐s ❝♦♥t❛✐♥❡❞ ✐♥ ❛ ✉♥✐q✉❡ ●❍ ❆❞❙ ✸✲♠❛♥✐❢♦❧❞✳ ▲❡✐θ(❤, ❤∗) = (❤θ, ❤∗

θ) ✇❤❡r❡

❤θ ✐s t❤❡ ❧❡❢t r❡♣r❡s❡♥t❛t✐♦♥ ♦❢ ▼✱ ❛♥❞ ❤∗

θ = ❤θ+π✳

❙♠♦♦t❤ ❣r❛❢t✐♥❣ s❣r❡−t ✐s ❞❡✜♥❡❞ s✐♠✐❧❛r❧②✱ ✇✐t❤ ❛ s✉r❢❛❝❡ ✐♥ ❍✸✱ ■ = ✶/ ❝♦s❤✷(t/✷)❤, ■■■ = ✶/ s✐♥❤✷(t/✷)❤∗✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-77
SLIDE 77

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

▲❛♥❞s❧✐❞❡s ❛♥❞ ✸❞ ❣❡♦♠❡tr②

❉❡❢ ✿ ❧❡t ❤, ❤∗ ∈ T ❛♥❞ ❧❡t ❡✐θ ∈ ❙✶✳ ❚❤❡r❡ ✐s ❛ ✉♥✐q✉❡ ❡q✉✐✈❛r✐❛♥t ❡♠❜❡❞❞✐♥❣ ♦❢ ❙ ✐♥ ❆❞❙✸ ✇✐t❤ ■ = ✶/ ❝♦s✷(θ/✷)❤, ■■■ = ✶/ s✐♥✷(θ/✷)❤∗✳ ❙ ✐s ❝♦♥t❛✐♥❡❞ ✐♥ ❛ ✉♥✐q✉❡ ●❍ ❆❞❙ ✸✲♠❛♥✐❢♦❧❞✳ ▲❡✐θ(❤, ❤∗) = (❤θ, ❤∗

θ) ✇❤❡r❡

❤θ ✐s t❤❡ ❧❡❢t r❡♣r❡s❡♥t❛t✐♦♥ ♦❢ ▼✱ ❛♥❞ ❤∗

θ = ❤θ+π✳

❙♠♦♦t❤ ❣r❛❢t✐♥❣ s❣r❡−t ✐s ❞❡✜♥❡❞ s✐♠✐❧❛r❧②✱ ✇✐t❤ ❛ s✉r❢❛❝❡ ✐♥ ❍✸✱ ■ = ✶/ ❝♦s❤✷(t/✷)❤, ■■■ = ✶/ s✐♥❤✷(t/✷)❤∗✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-78
SLIDE 78

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

❚❡❝❤♥✐❝❛❧ ✐ss✉❡s ❜✉t ♠❛✐♥ ✐❞❡❛ ✐s ❝♦♥✈❡r❣❡♥❝❡ ♦❢ ❑✲s✉r❢❛❝❡s t♦ t❤❡ ❜♦✉♥❞❛r② ♦❢ t❤❡ ❝♦♥✈❡① ❝♦r❡ ♦❢ ❛ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞ ✇❤❡♥ ❑ → −✶✳ ❆ st❛t❡♠❡♥t ♦❢ ✐♥❞❡♣❡♥❞❡♥t ✐♥t❡r❡st ✐s ❤✐❞❞❡♥✳ ❚❤♠ ✿ ❙✉♣♣♦s❡ t♥❤∗

♥ → λ ✭❧❡♥❣t❤ s♣❡❝tr✉♠✮✱ ❛♥❞ s✉♣♣♦s❡ t❤❛t t❤❡

✐❞❡♥t✐t② ❜❡t✇❡❡♥ (❙, ❤) ❛♥❞ (❙, ❤∗

♥) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤❡♥ ❢♦r ❛♥②

s❡❣♠❡♥t γ ⊂ ❙✱ ✇✐t❤ ❡♥❞♣♦✐♥ts ∈ s✉♣♣(λ)✱ ▲t♥❤∗

♥ (γ) → ✐(γ, λ)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✱ ❜✉t ♥♦ ❣❡♦♠❡tr✐❝ ❡①♣❧❛♥❛t✐♦♥ ✭②❡t✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-79
SLIDE 79

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

❚❡❝❤♥✐❝❛❧ ✐ss✉❡s ❜✉t ♠❛✐♥ ✐❞❡❛ ✐s ❝♦♥✈❡r❣❡♥❝❡ ♦❢ ❑✲s✉r❢❛❝❡s t♦ t❤❡ ❜♦✉♥❞❛r② ♦❢ t❤❡ ❝♦♥✈❡① ❝♦r❡ ♦❢ ❛ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞ ✇❤❡♥ ❑ → −✶✳ ❆ st❛t❡♠❡♥t ♦❢ ✐♥❞❡♣❡♥❞❡♥t ✐♥t❡r❡st ✐s ❤✐❞❞❡♥✳ ❚❤♠ ✿ ❙✉♣♣♦s❡ t♥❤∗

♥ → λ ✭❧❡♥❣t❤ s♣❡❝tr✉♠✮✱ ❛♥❞ s✉♣♣♦s❡ t❤❛t t❤❡

✐❞❡♥t✐t② ❜❡t✇❡❡♥ (❙, ❤) ❛♥❞ (❙, ❤∗

♥) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤❡♥ ❢♦r ❛♥②

s❡❣♠❡♥t γ ⊂ ❙✱ ✇✐t❤ ❡♥❞♣♦✐♥ts ∈ s✉♣♣(λ)✱ ▲t♥❤∗

♥ (γ) → ✐(γ, λ)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✱ ❜✉t ♥♦ ❣❡♦♠❡tr✐❝ ❡①♣❧❛♥❛t✐♦♥ ✭②❡t✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-80
SLIDE 80

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

❚❡❝❤♥✐❝❛❧ ✐ss✉❡s ❜✉t ♠❛✐♥ ✐❞❡❛ ✐s ❝♦♥✈❡r❣❡♥❝❡ ♦❢ ❑✲s✉r❢❛❝❡s t♦ t❤❡ ❜♦✉♥❞❛r② ♦❢ t❤❡ ❝♦♥✈❡① ❝♦r❡ ♦❢ ❛ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞ ✇❤❡♥ ❑ → −✶✳ ❆ st❛t❡♠❡♥t ♦❢ ✐♥❞❡♣❡♥❞❡♥t ✐♥t❡r❡st ✐s ❤✐❞❞❡♥✳ ❚❤♠ ✿ ❙✉♣♣♦s❡ t♥❤∗

♥ → λ ✭❧❡♥❣t❤ s♣❡❝tr✉♠✮✱ ❛♥❞ s✉♣♣♦s❡ t❤❛t t❤❡

✐❞❡♥t✐t② ❜❡t✇❡❡♥ (❙, ❤) ❛♥❞ (❙, ❤∗

♥) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤❡♥ ❢♦r ❛♥②

s❡❣♠❡♥t γ ⊂ ❙✱ ✇✐t❤ ❡♥❞♣♦✐♥ts ∈ s✉♣♣(λ)✱ ▲t♥❤∗

♥ (γ) → ✐(γ, λ)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✱ ❜✉t ♥♦ ❣❡♦♠❡tr✐❝ ❡①♣❧❛♥❛t✐♦♥ ✭②❡t✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-81
SLIDE 81

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

❚❡❝❤♥✐❝❛❧ ✐ss✉❡s ❜✉t ♠❛✐♥ ✐❞❡❛ ✐s ❝♦♥✈❡r❣❡♥❝❡ ♦❢ ❑✲s✉r❢❛❝❡s t♦ t❤❡ ❜♦✉♥❞❛r② ♦❢ t❤❡ ❝♦♥✈❡① ❝♦r❡ ♦❢ ❛ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞ ✇❤❡♥ ❑ → −✶✳ ❆ st❛t❡♠❡♥t ♦❢ ✐♥❞❡♣❡♥❞❡♥t ✐♥t❡r❡st ✐s ❤✐❞❞❡♥✳ ❚❤♠ ✿ ❙✉♣♣♦s❡ t♥❤∗

♥ → λ ✭❧❡♥❣t❤ s♣❡❝tr✉♠✮✱ ❛♥❞ s✉♣♣♦s❡ t❤❛t t❤❡

✐❞❡♥t✐t② ❜❡t✇❡❡♥ (❙, ❤) ❛♥❞ (❙, ❤∗

♥) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤❡♥ ❢♦r ❛♥②

s❡❣♠❡♥t γ ⊂ ❙✱ ✇✐t❤ ❡♥❞♣♦✐♥ts ∈ s✉♣♣(λ)✱ ▲t♥❤∗

♥ (γ) → ✐(γ, λ)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✱ ❜✉t ♥♦ ❣❡♦♠❡tr✐❝ ❡①♣❧❛♥❛t✐♦♥ ✭②❡t✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-82
SLIDE 82

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

❚❡❝❤♥✐❝❛❧ ✐ss✉❡s ❜✉t ♠❛✐♥ ✐❞❡❛ ✐s ❝♦♥✈❡r❣❡♥❝❡ ♦❢ ❑✲s✉r❢❛❝❡s t♦ t❤❡ ❜♦✉♥❞❛r② ♦❢ t❤❡ ❝♦♥✈❡① ❝♦r❡ ♦❢ ❛ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞ ✇❤❡♥ ❑ → −✶✳ ❆ st❛t❡♠❡♥t ♦❢ ✐♥❞❡♣❡♥❞❡♥t ✐♥t❡r❡st ✐s ❤✐❞❞❡♥✳ ❚❤♠ ✿ ❙✉♣♣♦s❡ t♥❤∗

♥ → λ ✭❧❡♥❣t❤ s♣❡❝tr✉♠✮✱ ❛♥❞ s✉♣♣♦s❡ t❤❛t t❤❡

✐❞❡♥t✐t② ❜❡t✇❡❡♥ (❙, ❤) ❛♥❞ (❙, ❤∗

♥) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤❡♥ ❢♦r ❛♥②

s❡❣♠❡♥t γ ⊂ ❙✱ ✇✐t❤ ❡♥❞♣♦✐♥ts ∈ s✉♣♣(λ)✱ ▲t♥❤∗

♥ (γ) → ✐(γ, λ)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✱ ❜✉t ♥♦ ❣❡♦♠❡tr✐❝ ❡①♣❧❛♥❛t✐♦♥ ✭②❡t✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-83
SLIDE 83

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s

✵

▲✐♠✐t t♦ ❡❛rt❤q✉❛❦❡s ✿ ✐❢ t♥❤∗

♥ → λ✱ t❤❡♥ ▲✶(❤, ❤∗ ♥, ❡✐θ♥) → ❊λ(❤)✳

❚❡❝❤♥✐❝❛❧ ✐ss✉❡s ❜✉t ♠❛✐♥ ✐❞❡❛ ✐s ❝♦♥✈❡r❣❡♥❝❡ ♦❢ ❑✲s✉r❢❛❝❡s t♦ t❤❡ ❜♦✉♥❞❛r② ♦❢ t❤❡ ❝♦♥✈❡① ❝♦r❡ ♦❢ ❛ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞ ✇❤❡♥ ❑ → −✶✳ ❆ st❛t❡♠❡♥t ♦❢ ✐♥❞❡♣❡♥❞❡♥t ✐♥t❡r❡st ✐s ❤✐❞❞❡♥✳ ❚❤♠ ✿ ❙✉♣♣♦s❡ t♥❤∗

♥ → λ ✭❧❡♥❣t❤ s♣❡❝tr✉♠✮✱ ❛♥❞ s✉♣♣♦s❡ t❤❛t t❤❡

✐❞❡♥t✐t② ❜❡t✇❡❡♥ (❙, ❤) ❛♥❞ (❙, ❤∗

♥) ✐s ♠✐♥✐♠❛❧ ▲❛❣r❛♥❣✐❛♥✳ ❚❤❡♥ ❢♦r ❛♥②

s❡❣♠❡♥t γ ⊂ ❙✱ ✇✐t❤ ❡♥❞♣♦✐♥ts ∈ s✉♣♣(λ)✱ ▲t♥❤∗

♥ (γ) → ✐(γ, λ)✳

✶

▲ ✐s ❛ ✢♦✇ ✭❙✶✲❛❝t✐♦♥✮ ✿ ▲❡✐θ ◦ ▲❡✐θ′ = ▲❡✐(θ+θ′)✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✱ ❜✉t ♥♦ ❣❡♦♠❡tr✐❝ ❡①♣❧❛♥❛t✐♦♥ ✭②❡t✮✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-84
SLIDE 84

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s ✭✷✮

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳ Pr♦♦❢ ✉s❡s ❛ r❡❝❡♥t r❡s✉❧t ❜② ❇❛r❜♦t✱ ❇é❣✉✐♥✱ ❩❡❣❤✐❜✱ ♦♥ ❡①✐st❡♥❝❡ ❛♥❞ ✉♥✐q✉❡♥❡ss ♦❢ ❢♦❧✐❛t✐♦♥ ❜② ❑✲s✉r❢❛❝❡s ♦❢ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞s✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✴❛r❣✉♠❡♥t✱ ❤♦✇❡✈❡r ❛ ♥✐❝❡ ❣❡♦♠❡tr✐❝ ❛r❣✉♠❡♥t s❡❡♠s ♣♦ss✐❜❧❡ ❜❛s❡❞ ♦♥ s✉r❢❛❝❡s ✐♥ P❙▲(✷, C)✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳ ❇❛s❡❞ ♦♥ ❤②♣❡r❜♦❧✐❝ ❣❡♦♠❡tr②✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳ ❋♦❧❧♦✇s ❢r♦♠ ♦❧❞❡r r❡s✉❧t ♦❢ ▲❛❜♦✉r✐❡ ♦♥ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡s ✐♥ ❤②♣❡r❜♦❧✐❝ ❡♥❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-85
SLIDE 85

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s ✭✷✮

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳ Pr♦♦❢ ✉s❡s ❛ r❡❝❡♥t r❡s✉❧t ❜② ❇❛r❜♦t✱ ❇é❣✉✐♥✱ ❩❡❣❤✐❜✱ ♦♥ ❡①✐st❡♥❝❡ ❛♥❞ ✉♥✐q✉❡♥❡ss ♦❢ ❢♦❧✐❛t✐♦♥ ❜② ❑✲s✉r❢❛❝❡s ♦❢ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞s✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✴❛r❣✉♠❡♥t✱ ❤♦✇❡✈❡r ❛ ♥✐❝❡ ❣❡♦♠❡tr✐❝ ❛r❣✉♠❡♥t s❡❡♠s ♣♦ss✐❜❧❡ ❜❛s❡❞ ♦♥ s✉r❢❛❝❡s ✐♥ P❙▲(✷, C)✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳ ❇❛s❡❞ ♦♥ ❤②♣❡r❜♦❧✐❝ ❣❡♦♠❡tr②✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳ ❋♦❧❧♦✇s ❢r♦♠ ♦❧❞❡r r❡s✉❧t ♦❢ ▲❛❜♦✉r✐❡ ♦♥ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡s ✐♥ ❤②♣❡r❜♦❧✐❝ ❡♥❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-86
SLIDE 86

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s ✭✷✮

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳ Pr♦♦❢ ✉s❡s ❛ r❡❝❡♥t r❡s✉❧t ❜② ❇❛r❜♦t✱ ❇é❣✉✐♥✱ ❩❡❣❤✐❜✱ ♦♥ ❡①✐st❡♥❝❡ ❛♥❞ ✉♥✐q✉❡♥❡ss ♦❢ ❢♦❧✐❛t✐♦♥ ❜② ❑✲s✉r❢❛❝❡s ♦❢ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞s✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✴❛r❣✉♠❡♥t✱ ❤♦✇❡✈❡r ❛ ♥✐❝❡ ❣❡♦♠❡tr✐❝ ❛r❣✉♠❡♥t s❡❡♠s ♣♦ss✐❜❧❡ ❜❛s❡❞ ♦♥ s✉r❢❛❝❡s ✐♥ P❙▲(✷, C)✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳ ❇❛s❡❞ ♦♥ ❤②♣❡r❜♦❧✐❝ ❣❡♦♠❡tr②✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳ ❋♦❧❧♦✇s ❢r♦♠ ♦❧❞❡r r❡s✉❧t ♦❢ ▲❛❜♦✉r✐❡ ♦♥ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡s ✐♥ ❤②♣❡r❜♦❧✐❝ ❡♥❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-87
SLIDE 87

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s ✭✷✮

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳ Pr♦♦❢ ✉s❡s ❛ r❡❝❡♥t r❡s✉❧t ❜② ❇❛r❜♦t✱ ❇é❣✉✐♥✱ ❩❡❣❤✐❜✱ ♦♥ ❡①✐st❡♥❝❡ ❛♥❞ ✉♥✐q✉❡♥❡ss ♦❢ ❢♦❧✐❛t✐♦♥ ❜② ❑✲s✉r❢❛❝❡s ♦❢ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞s✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✴❛r❣✉♠❡♥t✱ ❤♦✇❡✈❡r ❛ ♥✐❝❡ ❣❡♦♠❡tr✐❝ ❛r❣✉♠❡♥t s❡❡♠s ♣♦ss✐❜❧❡ ❜❛s❡❞ ♦♥ s✉r❢❛❝❡s ✐♥ P❙▲(✷, C)✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳ ❇❛s❡❞ ♦♥ ❤②♣❡r❜♦❧✐❝ ❣❡♦♠❡tr②✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳ ❋♦❧❧♦✇s ❢r♦♠ ♦❧❞❡r r❡s✉❧t ♦❢ ▲❛❜♦✉r✐❡ ♦♥ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡s ✐♥ ❤②♣❡r❜♦❧✐❝ ❡♥❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-88
SLIDE 88

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s ✭✷✮

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳ Pr♦♦❢ ✉s❡s ❛ r❡❝❡♥t r❡s✉❧t ❜② ❇❛r❜♦t✱ ❇é❣✉✐♥✱ ❩❡❣❤✐❜✱ ♦♥ ❡①✐st❡♥❝❡ ❛♥❞ ✉♥✐q✉❡♥❡ss ♦❢ ❢♦❧✐❛t✐♦♥ ❜② ❑✲s✉r❢❛❝❡s ♦❢ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞s✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✴❛r❣✉♠❡♥t✱ ❤♦✇❡✈❡r ❛ ♥✐❝❡ ❣❡♦♠❡tr✐❝ ❛r❣✉♠❡♥t s❡❡♠s ♣♦ss✐❜❧❡ ❜❛s❡❞ ♦♥ s✉r❢❛❝❡s ✐♥ P❙▲(✷, C)✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳ ❇❛s❡❞ ♦♥ ❤②♣❡r❜♦❧✐❝ ❣❡♦♠❡tr②✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳ ❋♦❧❧♦✇s ❢r♦♠ ♦❧❞❡r r❡s✉❧t ♦❢ ▲❛❜♦✉r✐❡ ♦♥ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡s ✐♥ ❤②♣❡r❜♦❧✐❝ ❡♥❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-89
SLIDE 89

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s ✭✷✮

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳ Pr♦♦❢ ✉s❡s ❛ r❡❝❡♥t r❡s✉❧t ❜② ❇❛r❜♦t✱ ❇é❣✉✐♥✱ ❩❡❣❤✐❜✱ ♦♥ ❡①✐st❡♥❝❡ ❛♥❞ ✉♥✐q✉❡♥❡ss ♦❢ ❢♦❧✐❛t✐♦♥ ❜② ❑✲s✉r❢❛❝❡s ♦❢ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞s✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✴❛r❣✉♠❡♥t✱ ❤♦✇❡✈❡r ❛ ♥✐❝❡ ❣❡♦♠❡tr✐❝ ❛r❣✉♠❡♥t s❡❡♠s ♣♦ss✐❜❧❡ ❜❛s❡❞ ♦♥ s✉r❢❛❝❡s ✐♥ P❙▲(✷, C)✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳ ❇❛s❡❞ ♦♥ ❤②♣❡r❜♦❧✐❝ ❣❡♦♠❡tr②✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳ ❋♦❧❧♦✇s ❢r♦♠ ♦❧❞❡r r❡s✉❧t ♦❢ ▲❛❜♦✉r✐❡ ♦♥ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡s ✐♥ ❤②♣❡r❜♦❧✐❝ ❡♥❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-90
SLIDE 90

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s ✭✷✮

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳ Pr♦♦❢ ✉s❡s ❛ r❡❝❡♥t r❡s✉❧t ❜② ❇❛r❜♦t✱ ❇é❣✉✐♥✱ ❩❡❣❤✐❜✱ ♦♥ ❡①✐st❡♥❝❡ ❛♥❞ ✉♥✐q✉❡♥❡ss ♦❢ ❢♦❧✐❛t✐♦♥ ❜② ❑✲s✉r❢❛❝❡s ♦❢ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞s✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✴❛r❣✉♠❡♥t✱ ❤♦✇❡✈❡r ❛ ♥✐❝❡ ❣❡♦♠❡tr✐❝ ❛r❣✉♠❡♥t s❡❡♠s ♣♦ss✐❜❧❡ ❜❛s❡❞ ♦♥ s✉r❢❛❝❡s ✐♥ P❙▲(✷, C)✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳ ❇❛s❡❞ ♦♥ ❤②♣❡r❜♦❧✐❝ ❣❡♦♠❡tr②✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳ ❋♦❧❧♦✇s ❢r♦♠ ♦❧❞❡r r❡s✉❧t ♦❢ ▲❛❜♦✉r✐❡ ♦♥ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡s ✐♥ ❤②♣❡r❜♦❧✐❝ ❡♥❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-91
SLIDE 91

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

❆ ✇♦r❞ ♦♥ t❤❡ ♣r♦♦❢s ✭✷✮

✷

✏▲❛♥❞s❧✐❞❡ t❤♠✑ ✿ ∀❤, ❤′ ∈ T , ∀❡✐θ = ✶, ∃!❤∗ ∈ T , ▲❡✐θ(❤, ❤∗) = ❤′✳ Pr♦♦❢ ✉s❡s ❛ r❡❝❡♥t r❡s✉❧t ❜② ❇❛r❜♦t✱ ❇é❣✉✐♥✱ ❩❡❣❤✐❜✱ ♦♥ ❡①✐st❡♥❝❡ ❛♥❞ ✉♥✐q✉❡♥❡ss ♦❢ ❢♦❧✐❛t✐♦♥ ❜② ❑✲s✉r❢❛❝❡s ♦❢ ●❍ ❆❞❙ ♠❛♥✐❢♦❧❞s✳

✸

❈♦♠♣❧❡① ❡①t❡♥s✐♦♥ ✿ ▲✶

· (❤, ❤∗) : ❙✶ → T ❡①t❡♥❞s t♦ ❛ ❤♦❧♦♠♦r♣❤✐❝

♠❛♣ ❉ → T ✳ ▲♦♥❣ ❝♦♠♣✉t❛t✐♦♥✴❛r❣✉♠❡♥t✱ ❤♦✇❡✈❡r ❛ ♥✐❝❡ ❣❡♦♠❡tr✐❝ ❛r❣✉♠❡♥t s❡❡♠s ♣♦ss✐❜❧❡ ❜❛s❡❞ ♦♥ s✉r❢❛❝❡s ✐♥ P❙▲(✷, C)✳

✹

✏❙♠♦♦t❤ ❣r❛❢t✐♥❣✑ ✿ ❢♦r r ∈ (✵, ✶)✱ ▲✶

r : T × T → T ✐s ❛ s♠♦♦t❤

✈❡rs✐♦♥ ♦❢ ❣r❛❢t✐♥❣✱ s❣rr✳ s❣rr = π ◦❙●rr✱ ✇❤❡r❡ ❙●rr : T ×T → CP✱ ❛♥❞ s + ✐t → ❙●r❡−s ◦ ▲❡✐t(❤, ❤∗) ✐s ❤♦❧♦♠♦r♣❤✐❝ ♦♥ H✳ ❇❛s❡❞ ♦♥ ❤②♣❡r❜♦❧✐❝ ❣❡♦♠❡tr②✳

✺

❙●rr : T × T → CP ✐s ❛ ❤♦♠❡♦♠♦r♣❤✐s♠✳ ❋♦❧❧♦✇s ❢r♦♠ ♦❧❞❡r r❡s✉❧t ♦❢ ▲❛❜♦✉r✐❡ ♦♥ ❝♦♥st❛♥t ❝✉r✈❛t✉r❡ s✉r❢❛❝❡s ✐♥ ❤②♣❡r❜♦❧✐❝ ❡♥❞s✳

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-92
SLIDE 92

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

◗✉❡st✐♦♥s

❚❤❡r❡ ✐s ❛ ♥✉♠❜❡r ♦❢ ♥❛t✉r❛❧ q✉❡st✐♦♥s ✿ ■s t❤❡ ❧❛♥❞s❧✐❞❡ ✢♦✇ ❛ ❍❛♠✐❧t♦♥✐❛♥ ✢♦✇ ❄ ❊①t❡♥s✐♦♥ ♦❢ r❡s✉❧t ♦❢ ❙❝❛♥♥❡❧❧✲❲♦❧❢ ♦♥ ❣r❛❢t✐♥❣ ❜❡✐♥❣ ❤♦♠❡♦♠♦r♣❤✐s♠ ❄ ❙♦♠❡ ♦❢ t❤♦s❡ q✉❡st✐♦♥s ❤❛✈❡ s✐♠♣❧❡ tr❛♥s❧❛t✐♦♥s ✐♥ t❡r♠s ♦❢ ✸❞ ❣❡♦♠❡tr②✳ ❚❤❛♥❦s ❢♦r ②♦✉r ❛tt❡♥t✐♦♥ ✦

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-93
SLIDE 93

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

◗✉❡st✐♦♥s

❚❤❡r❡ ✐s ❛ ♥✉♠❜❡r ♦❢ ♥❛t✉r❛❧ q✉❡st✐♦♥s ✿ ■s t❤❡ ❧❛♥❞s❧✐❞❡ ✢♦✇ ❛ ❍❛♠✐❧t♦♥✐❛♥ ✢♦✇ ❄ ❊①t❡♥s✐♦♥ ♦❢ r❡s✉❧t ♦❢ ❙❝❛♥♥❡❧❧✲❲♦❧❢ ♦♥ ❣r❛❢t✐♥❣ ❜❡✐♥❣ ❤♦♠❡♦♠♦r♣❤✐s♠ ❄ ❙♦♠❡ ♦❢ t❤♦s❡ q✉❡st✐♦♥s ❤❛✈❡ s✐♠♣❧❡ tr❛♥s❧❛t✐♦♥s ✐♥ t❡r♠s ♦❢ ✸❞ ❣❡♦♠❡tr②✳ ❚❤❛♥❦s ❢♦r ②♦✉r ❛tt❡♥t✐♦♥ ✦

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-94
SLIDE 94

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

◗✉❡st✐♦♥s

❚❤❡r❡ ✐s ❛ ♥✉♠❜❡r ♦❢ ♥❛t✉r❛❧ q✉❡st✐♦♥s ✿ ■s t❤❡ ❧❛♥❞s❧✐❞❡ ✢♦✇ ❛ ❍❛♠✐❧t♦♥✐❛♥ ✢♦✇ ❄ ❊①t❡♥s✐♦♥ ♦❢ r❡s✉❧t ♦❢ ❙❝❛♥♥❡❧❧✲❲♦❧❢ ♦♥ ❣r❛❢t✐♥❣ ❜❡✐♥❣ ❤♦♠❡♦♠♦r♣❤✐s♠ ❄ ❙♦♠❡ ♦❢ t❤♦s❡ q✉❡st✐♦♥s ❤❛✈❡ s✐♠♣❧❡ tr❛♥s❧❛t✐♦♥s ✐♥ t❡r♠s ♦❢ ✸❞ ❣❡♦♠❡tr②✳ ❚❤❛♥❦s ❢♦r ②♦✉r ❛tt❡♥t✐♦♥ ✦

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-95
SLIDE 95

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

◗✉❡st✐♦♥s

❚❤❡r❡ ✐s ❛ ♥✉♠❜❡r ♦❢ ♥❛t✉r❛❧ q✉❡st✐♦♥s ✿ ■s t❤❡ ❧❛♥❞s❧✐❞❡ ✢♦✇ ❛ ❍❛♠✐❧t♦♥✐❛♥ ✢♦✇ ❄ ❊①t❡♥s✐♦♥ ♦❢ r❡s✉❧t ♦❢ ❙❝❛♥♥❡❧❧✲❲♦❧❢ ♦♥ ❣r❛❢t✐♥❣ ❜❡✐♥❣ ❤♦♠❡♦♠♦r♣❤✐s♠ ❄ ❙♦♠❡ ♦❢ t❤♦s❡ q✉❡st✐♦♥s ❤❛✈❡ s✐♠♣❧❡ tr❛♥s❧❛t✐♦♥s ✐♥ t❡r♠s ♦❢ ✸❞ ❣❡♦♠❡tr②✳ ❚❤❛♥❦s ❢♦r ②♦✉r ❛tt❡♥t✐♦♥ ✦

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇

slide-96
SLIDE 96

▼❡❛s✉r❡❞ ❧❛♠✐♥❛t✐♦♥s ❛♥❞ ❡❛rt❤q✉❛❦❡s ▲❛♥❞s❧✐❞❡s ❆❞❙ ❣❡♦♠❡tr②

◗✉❡st✐♦♥s

❚❤❡r❡ ✐s ❛ ♥✉♠❜❡r ♦❢ ♥❛t✉r❛❧ q✉❡st✐♦♥s ✿ ■s t❤❡ ❧❛♥❞s❧✐❞❡ ✢♦✇ ❛ ❍❛♠✐❧t♦♥✐❛♥ ✢♦✇ ❄ ❊①t❡♥s✐♦♥ ♦❢ r❡s✉❧t ♦❢ ❙❝❛♥♥❡❧❧✲❲♦❧❢ ♦♥ ❣r❛❢t✐♥❣ ❜❡✐♥❣ ❤♦♠❡♦♠♦r♣❤✐s♠ ❄ ❙♦♠❡ ♦❢ t❤♦s❡ q✉❡st✐♦♥s ❤❛✈❡ s✐♠♣❧❡ tr❛♥s❧❛t✐♦♥s ✐♥ t❡r♠s ♦❢ ✸❞ ❣❡♦♠❡tr②✳ ❚❤❛♥❦s ❢♦r ②♦✉r ❛tt❡♥t✐♦♥ ✦

❏❡❛♥✲▼❛r❝ ❙❝❤❧❡♥❦❡r ❆♥ ❡①t❡♥s✐♦♥ ♦❢ t❤❡ ❡❛rt❤q✉❛❦❡ ✢♦✇