SLIDE 1
◆❚P✷
❆rt❡♠ ❈❤❡r♥✐❦♦✈
❯♥✐✈❡rs✐t② ▲②♦♥ ✶✱ ❋r❛♥❝❡
✶✺t❤ ▲❛t✐♥ ❆♠❡r✐❝❛♥ ❙②♠♣♦s✐✉♠ ♦♥ ▼❛t❤❡♠❛t✐❝❛❧ ▲♦❣✐❝ ❇♦❣♦t❛✱ ❏✉♥❡ ✽ ✷✵✶✷
SLIDE 2
- ❡♥❡r❛❧✐③❛t✐♦♥s ♦❢ st❛❜✐❧✐t②
SLIDE 3 ◆❚P✷✿ ❉❡✜♥✐t✐♦♥
❉❡✜♥✐t✐♦♥
✭❙❤❡❧❛❤✮ ❆ ❢♦r♠✉❧❛ φ(①, ②) ❤❛s ❚P✷ ✐❢ t❤❡r❡ ❛r❡ (❛✐,❥)✐,❥∈ω ❛♥❞ ❦ ∈ ω s✉❝❤ t❤❛t✿
◮ {φ(①, ❛✐,❥)}❥∈ω ✐s ❦✲✐♥❝♦♥s✐st❡♥t ❢♦r ❡✈❡r② ✐ ∈ ω✱ ◮
φ(①, ❛✐,❢ (✐))
- ✐∈ω ✐s ❝♦♥s✐st❡♥t ❢♦r ❡✈❡r② ❢ : ω → ω✳
❚ ✐s ❝❛❧❧❡❞ ◆❚P✷ ✐❢ ♥♦ ❢♦r♠✉❧❛ ❤❛s ❚P✷✳
SLIDE 4
◆❚P✷✿ ❊①❛♠♣❧❡s
◮ ❊✈❡r② s✐♠♣❧❡ ♦r ◆■P t❤❡♦r② ✐s ◆❚P✷✳ ◮ ▲❡t ❚ ❜❡ ❛ ♠♦❞❡❧ ❝♦♠♣❧❡t❡ ❣❡♦♠❡tr✐❝ t❤❡♦r② ✐♥ t❤❡ ❧❛♥❣✉❛❣❡
▲ ✭✐✳❡✳ ✐t ❡❧✐♠✐♥❛t❡s ∃∞ ❛♥❞ t❤❡ ♠♦❞❡❧ t❤❡♦r❡t✐❝ ❛❧❣❡❜r❛✐❝ ❝❧♦s✉r❡ s❛t✐s✜❡s ❡①❝❤❛♥❣❡✮✳ ▲❡t ▲′ ❜❡ ❛♥ ❡①♣❛♥s✐♦♥ ♦❢ ▲ ❜② ❛ ♥❡✇ ✉♥❛r② ♣r❡❞✐❝❛t❡ P (①)✳ ❚❤❡♥ ❚ ❤❛s ❛ ♠♦❞❡❧ ❝♦♠♣❛♥✐♦♥ ❚ ′ ✐♥ ▲′ ❛♥❞ t❤✐s ♠♦❞❡❧ ❝♦♠♣❛♥✐♦♥ ✐s ◆❚P✷ ✭❣❡♥❡r❛❧✐③✐♥❣ ❈❤❛t③✐❞❛❦✐s✲P✐❧❧❛②✮✳
◮ ❊✳❣✳ ❢✉s✐♥❣ ❛ ❞❡♥s❡ ❧✐♥❡❛r ♦r❞❡r ✇✐t❤ ❛ r❛♥❞♦♠ ❣r❛♣❤ ❣✐✈❡s ❛♥
◆❚P✷ t❤❡♦r②✳
SLIDE 5
❚P✷ ✐s ✇✐t♥❡ss❡❞ ✐♥ ♦♥❡ ✈❛r✐❛❜❧❡
❚❤❡ ❢♦❧❧♦✇✐♥❣ ✐s q✉✐t❡ ✉s❡❢✉❧ ❢♦r ❝❤❡❝❦✐♥❣ t❤❛t ❛ ♣❛rt✐❝✉❧❛r str✉❝t✉r❡ ✐s ◆❚P✷✳
❚❤❡♦r❡♠
✭❈❤✳✮ ❚ ✐s ◆❚P✷ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ❡✈❡r② ❢♦r♠✉❧❛ ϕ (①, ②) ✇✐t❤ ① s✐♥❣❧❡t♦♥ ✐s ◆❚P✷✳ ✭■♥ ❢❛❝t✱ t❤✐s ❢♦❧❧♦✇s ❢r♦♠ ❛ ♠♦r❡ ❣❡♥❡r❛❧ r❡s✉❧t ♦♥ s✉❜✲♠✉❧t✐♣❧✐❝❛t✐✈✐t② ♦❢ ❜✉r❞❡♥ ✐♥ ❛r❜✐tr❛r② t❤❡♦r✐❡s ❛♥❞ ❛♥s✇❡rs ❛ q✉❡st✐♦♥ ♦❢ ❙❤❡❧❛❤✮✳
SLIDE 6
◆❚P✷✿ ❱❛❧✉❡❞ ✜❡❧❞s
◮ ❈♦♥s✐❞❡r t❤❡ ✈❛❧✉❡❞ ✜❡❧❞ ❑ = ♣ ♣r✐♠❡ Q♣/U✱ ✇❤❡r❡ U ✐s ❛
♥♦♥✲♣r✐♥❝✐♣❛❧ ✉❧tr❛✜❧t❡r✳
◮ ❚❤❡ t❤❡♦r② ♦❢ ❑ ✐s ♥♦t s✐♠♣❧❡✿ ❜❡❝❛✉s❡ t❤❡ ✈❛❧✉❡ ❣r♦✉♣ ✐s
❧✐♥❡❛r❧② ♦r❞❡r❡❞✳
◮ ❚❤❡ t❤❡♦r② ♦❢ ❑ ✐s ♥♦t ◆■P✿ t❤❡ r❡s✐❞✉❡ ✜❡❧❞ ✐s ♣s❡✉❞♦✲✜♥✐t❡✱
t❤✉s ❤❛s t❤❡ ✐♥❞❡♣❡♥❞❡♥❝❡ ♣r♦♣❡rt② ❜② ❛ r❡s✉❧t ♦❢ ❉✉r❡t✳
◮ ❊✈❡♥ ✐♥ t❤❡ ♣✉r❡ ✜❡❧❞ ❧❛♥❣✉❛❣❡✱ ❛s t❤❡ ✈❛❧✉❛t✐♦♥ r✐♥❣ ✐s
❞❡✜♥❛❜❧❡ ✉♥✐❢♦r♠❧② ✐♥ ♣ ✭❆①✮✳
SLIDE 7
◆❚P✷✿ ❱❛❧✉❡❞ ✜❡❧❞s
❍♦✇❡✈❡r✱ ❑ ✐s ◆❚P✷ ✭❛♥❞ ❡✈❡♥ str♦♥❣✱ ♦❢ ✜♥✐t❡ ❜✉r❞❡♥✮ ❜② t❤❡ ❢♦❧❧♦✇✐♥❣✿
❚❤❡♦r❡♠
✭❈❤✳✮ ▲❡t ❑ = (❑, ❦, Γ) ❜❡ ❛ ❤❡♥s❡❧✐❛♥ ✈❛❧✉❡❞ ✜❡❧❞ ♦❢ ❡q✉✐❝❤❛r❛❝t❡r✐st✐❝ ✵✱ ✐♥ t❤❡ ❉❡♥❡❢✲P❛s ❧❛♥❣✉❛❣❡✳ ❆ss✉♠❡ t❤❛t ❦ ✐s ◆❚P✷✳ ❚❤❡♥ ❑ ✐s ◆❚P✷✳ ❆♥❛❧♦❣♦✉s t♦ t❤❡ t❤❡♦r❡♠ ♦❢ ❉❡❧♦♥ ❢♦r ◆■P✳
SLIDE 8
◆❚P✷✿ ❱❛❧✉❡❞ ❞✐✛❡r❡♥❝❡ ✜❡❧❞s
◮ ❲❡ ❝♦♥s✐❞❡r ✈❛❧✉❡❞ ❞✐✛❡r❡♥❝❡ ✜❡❧❞s ❑ = (❑, ❦, Γ, σ) ♦❢
❡q✉✐❝❤❛r❛❝t❡r✐st✐❝ ✵ ✭✐✳❡✳ σ ✐s ❛♥ ❛✉t♦♠♦r♣❤✐s♠ ♦❢ ❑ ♣r❡s❡r✈✐♥❣ t❤❡ ✈❛❧✉❛t✐♦♥ r✐♥❣✮✳ ❑✐❦②♦✲❙❤❡❧❛❤✿ ■t ❚ ❤❛s t❤❡ ❙tr✐❝t ❖r❞❡r Pr♦♣❡rt② ✭✇❤✐❝❤ ✐s t❤❡ ❝❛s❡ ✇✐t❤ ✈❛❧✉❡❞ ✜❡❧❞s✮✱ t❤❡♥ t❤❡ ♠♦❞❡❧ ❝♦♠♣❛♥✐♦♥ ♦❢ ❚ ✐s ❛♥ ❛✉t♦♠♦r♣❤✐s♠ ❞♦❡s ♥♦t ❡①✐st✳ ❍r✉s❤♦✈s❦✐✴❆③❣✐♥✿
❍♦✇❡✈❡r✱ ✐❢ ✇❡ ✐♠♣♦s❡ ✐♥ ❛❞❞✐t✐♦♥ t❤❛t ✐s ❝♦♥tr❛❝t✐✈❡ ✭✐✳❡✳ ✈ ① ♥ ✈ ① ❢♦r ❛❧❧ ♥ ✮✱ t❤❡♥ t❤❡ ♠♦❞❡❧ ❝♦♠♣❛♥✐♦♥ ❱❋❆✵ ❡①✐sts✳ ■t ✐s ❛①✐♦♠❛t✐③❡❞ ❜② s❛②✐♥❣ t❤❛t ❦ ✐s ❛ ♠♦❞❡❧ ♦❢ ❆❈❋❆✵✱ ✐s ❛ ❞✐✈✐s✐❜❧❡ ♦r❞❡r❡❞ ♠♦❞✉❧❡ ❛♥❞ ❑ ✐s ✲❤❡♥s❡❧✐❛♥✳ ❆ ♥❛t✉r❛❧ ♠♦❞❡❧ ♦❢ ❱❋❆✵✿ ❛ ♥♦♥✲st❛♥❞❛r❞ ❋r♦❜❡♥✐✉s ❛❝t✐♥❣ ♦♥ ❛♥ ❛❧❣❡❜r❛✐❝❛❧❧② ❝❧♦s❡❞ ✈❛❧✉❡❞ ✜❡❧❞ ♦❢ ❝❤❛r ✵✳
❆❣❛✐♥ ♥❡✐t❤❡r s✐♠♣❧❡ ♥♦r ◆■P✳
SLIDE 9 ◆❚P✷✿ ❱❛❧✉❡❞ ❞✐✛❡r❡♥❝❡ ✜❡❧❞s
◮ ❲❡ ❝♦♥s✐❞❡r ✈❛❧✉❡❞ ❞✐✛❡r❡♥❝❡ ✜❡❧❞s ❑ = (❑, ❦, Γ, σ) ♦❢
❡q✉✐❝❤❛r❛❝t❡r✐st✐❝ ✵ ✭✐✳❡✳ σ ✐s ❛♥ ❛✉t♦♠♦r♣❤✐s♠ ♦❢ ❑ ♣r❡s❡r✈✐♥❣ t❤❡ ✈❛❧✉❛t✐♦♥ r✐♥❣✮✳
◮ ❑✐❦②♦✲❙❤❡❧❛❤✿ ■t ❚ ❤❛s t❤❡ ❙tr✐❝t ❖r❞❡r Pr♦♣❡rt② ✭✇❤✐❝❤ ✐s t❤❡
❝❛s❡ ✇✐t❤ ✈❛❧✉❡❞ ✜❡❧❞s✮✱ t❤❡♥ t❤❡ ♠♦❞❡❧ ❝♦♠♣❛♥✐♦♥ ♦❢ ❚ ∪ {σ ✐s ❛♥ ❛✉t♦♠♦r♣❤✐s♠} ❞♦❡s ♥♦t ❡①✐st✳
◮ ❍r✉s❤♦✈s❦✐✴❆③❣✐♥✿
◮ ❍♦✇❡✈❡r✱ ✐❢ ✇❡ ✐♠♣♦s❡ ✐♥ ❛❞❞✐t✐♦♥ t❤❛t σ ✐s ❝♦♥tr❛❝t✐✈❡ ✭✐✳❡✳
✈ (σ (①)) > ♥ · ✈ (①) ❢♦r ❛❧❧ ♥ ∈ ω✮✱ t❤❡♥ t❤❡ ♠♦❞❡❧ ❝♦♠♣❛♥✐♦♥ ❱❋❆✵ ❡①✐sts✳ ■t ✐s ❛①✐♦♠❛t✐③❡❞ ❜② s❛②✐♥❣ t❤❛t (❦, σ) ✐s ❛ ♠♦❞❡❧ ♦❢ ❆❈❋❆✵✱ (Γ, σ) ✐s ❛ ❞✐✈✐s✐❜❧❡ ♦r❞❡r❡❞ Z [σ] ♠♦❞✉❧❡ ❛♥❞ ❑ ✐s σ✲❤❡♥s❡❧✐❛♥✳
◮ ❆ ♥❛t✉r❛❧ ♠♦❞❡❧ ♦❢ ❱❋❆✵✿ ❛ ♥♦♥✲st❛♥❞❛r❞ ❋r♦❜❡♥✐✉s ❛❝t✐♥❣ ♦♥
❛♥ ❛❧❣❡❜r❛✐❝❛❧❧② ❝❧♦s❡❞ ✈❛❧✉❡❞ ✜❡❧❞ ♦❢ ❝❤❛r ✵✳
◮ ❆❣❛✐♥ ♥❡✐t❤❡r s✐♠♣❧❡ ♥♦r ◆■P✳
SLIDE 10
◆❚P✷✿ ❱❛❧✉❡❞ ❞✐✛❡r❡♥❝❡ ✜❡❧❞s
❚❤❡♦r❡♠
✭❈❤✳✱ ❍✐❧s✮ ▲❡t ❑ = (❑, ❦, Γ, σ) ❜❡ ❛ σ✲❤❡♥s❡❧✐❛♥ ❝♦♥tr❛❝t✐✈❡ ✈❛❧✉❡❞ ❞✐✛❡r❡♥❝❡ ✜❡❧❞ ♦❢ ❡q✉✐❝❤❛r❛❝t❡r✐st✐❝ ✵✳ ❆ss✉♠❡ t❤❛t ❜♦t❤ (❦, σ) ❛♥❞ (Γ, σ) ❛r❡ ◆❚P✷✳ ❚❤❡♥ ❑ ✐s ◆❚P✷✳
SLIDE 11
❆ ♥♦♥✲❡①❛♠♣❧❡
▲❡t ❚ ❜❡ t❤❡ t❤❡♦r② ♦❢ ❛ tr✐❛♥❣❧❡✲❢r❡❡ r❛♥❞♦♠ ❣r❛♣❤✳ ▲❡t ϕ (①, ②✶②✷) = ①❘②✶ ∧ ①❘②✷✳ ❚❤❡♥ ✐t ❤❛s ❚P✷✿
SLIDE 12
❋♦r❦✐♥❣
▲❡t φ(①, ②) ❜❡ ❛ ❢♦r♠✉❧❛ ❛♥❞ ❆ ❛ s❡t✳
◮ ❲❡ s❛② t❤❛t φ(①, ❛) ❞✐✈✐❞❡s ♦✈❡r ❆ ✐❢ t❤❡r❡ ✐s ❦ ∈ ω ❛♥❞
(❛✐)✐∈ω s✉❝❤ t❤❛t t♣ (❛✐/❆) = t♣ (❛/❆) ❛♥❞ {φ(①, ❛✐)}✐∈ω ✐s ❦✲✐♥❝♦♥s✐st❡♥t✳
◮ ❲❡ s❛② t❤❛t φ(①, ❛) ❢♦r❦s ♦✈❡r ❆ ✐❢ t❤❡r❡ ❛r❡
φ✵(①, ❛✵), . . . , φ♥(①, ❛♥) s✉❝❤ t❤❛t φ(①, ❛) ⊢
✐≤♥ φ✐(①, ❛✐) ❛♥❞
φ✐(①, ❛✐) ❞✐✈✐❞❡s ♦✈❡r ❆ ❢♦r ❡❛❝❤ ✐ ≤ ♥✳
◮ ❲❡ s❛② t❤❛t ❛ ✭♣❛rt✐❛❧✮ t②♣❡ ♣(①) ❞♦❡s ♥♦t ❞✐✈✐❞❡ ✭❢♦r❦✮ ♦✈❡r ❆
✐❢ ✐t ❞♦❡s ♥♦t ✐♠♣❧② ❛♥② ❢♦r♠✉❧❛ ✇❤✐❝❤ ❞✐✈✐❞❡s ✭❢♦r❦s✮ ♦✈❡r ❆✳ ◆♦t❡ t❤❛t ❢♦r♠✉❧❛s ❢♦r❦✐♥❣ ♦✈❡r ❆ ❢♦r♠ ❛♥ ✐❞❡❛❧ ✐♥ ❉❡❢(M) ❣❡♥❡r❛t❡❞ ❜② t❤❡ ❢♦r♠✉❧❛s ❞✐✈✐❞✐♥❣ ♦✈❡r ❆✳
❊①❛♠♣❧❡
■❢ µ ✐s ❛♥ ❆✲✐♥✈❛r✐❛♥t ✜♥✐t❡❧② ❛❞❞✐t✐✈❡ ♣r♦❜❛❜✐❧✐t② ♠❡❛s✉r❡ ♦♥ ❉❡❢ (M) ❛♥❞ µ(φ(①, ❛)) > ✵ t❤❡♥ φ(①, ❛) ❞♦❡s ♥♦t ❢♦r❦ ♦✈❡r ❆✳
SLIDE 13
❋♦r❦✐♥❣ ✐♥ ◆❚P✷ t❤❡♦r✐❡s
❘❡❝❛❧❧ t❤❡ ♣✐❝t✉r❡ ❢♦r s✐♠♣❧❡ t❤❡♦r✐❡s✿ ✶✳ ◆✐❝❡ ❝♦♠❜✐♥❛t♦r✐❛❧ str✉❝t✉r❡ ♦❢ t❤❡ ❢♦r❦✐♥❣ ✐❞❡❛❧✿ ❢♦r❦✐♥❣ ❡q✉❛❧s ❞✐✈✐❞✐♥❣✱ ❡✈❡r② ▼♦r❧❡② s❡q✉❡♥❝❡ ✇✐t♥❡ss❡s ❞✐✈✐❞✐♥❣✱ ❝❤❛✐♥ ❝♦♥❞✐t✐♦♥✱ ✳✳✳ ✷✳ ▲❡t ❛ | ⌣❝ ❜ ❞❡♥♦t❡ t❤❛t t♣ (❛/❜❝) ❞♦❡s ♥♦t ❢♦r❦ ♦✈❡r ❝✳ ❚❤❡♥ | ⌣ ✐s ❛ ♥✐❝❡ ✐♥❞❡♣❡♥❞❡♥❝❡ r❡❧❛t✐♦♥✿ ✐♥✈❛r✐❛♥t ✉♥❞❡r ❛✉t♦♠♦r♣❤✐s♠s ♦❢ M✱ s②♠♠❡tr✐❝✱ tr❛♥s✐t✐✈❡✱ ✜♥✐t❡ ❝❤❛r❛❝t❡r✱ ✳✳✳ ✸✳ ❆♠❛❧❣❛♠❛t✐♦♥ ♦❢ t②♣❡s ✭t❤❡ ✏■♥❞❡♣❡♥❞❡♥❝❡ t❤❡♦r❡♠✑ ♦❢ ❑✐♠ ❛♥❞ P✐❧❧❛②✱ ♦✈❡r ♠♦❞❡❧s✮✿ ❆ss✉♠❡ t❤❛t ❛✶ | ⌣▼ ❜✶✱ ❛✷ | ⌣▼ ❜✷ ❛♥❞ t♣ (❛✶/▼) = t♣ (❛✷/▼)✳ ❚❤❡♥ t❤❡r❡ ✐s ❛ | ⌣▼ ❜✶❜✷ ❛♥❞ s✳t✳ t♣ (❛❜✐/▼) = t♣ (❛✐❜✐/▼) ❢♦r ✐ = ✶, ✷✳ ❚❤❡ r❡st ♦❢ t❤❡ t❛❧❦ ✐♥ ♦♥❡ s❡♥t❡♥❝❡✿ ✶ ✭❝♦♠♣❧❡t❡❧②✮ ❛♥❞ ✸ ✭❡ss❡♥t✐❛❧❧②✮ s✉r✈✐✈❡ ✐♥ ◆❚P✷✱ ❛s ❧♦♥❣ ❛s ♦♥❡ ✐s ✇♦r❦✐♥❣ ♦✈❡r ❛♥ ❡①t❡♥s✐♦♥ ❜❛s❡✳
SLIDE 14 ❊①t❡♥s✐♦♥ ❜❛s❡s
◮ ❆ s❡t ❆ ✐s ❝❛❧❧❡❞ ❛♥ ❡①t❡♥s✐♦♥ ❜❛s❡ ✐❢ ❡✈❡r② t②♣❡ ✐♥
♣ (①) ∈ ❙ (❆) ❤❛s ❛ ❣❧♦❜❛❧ ♥♦♥✲❢♦r❦✐♥❣ ❡①t❡♥s✐♦♥✳
◮ ❊①❛♠♣❧❡s ♦❢ ❡①t❡♥s✐♦♥ ❜❛s❡s✿
◮ ❛♥② ♠♦❞❡❧ ✐♥ ❛♥② t❤❡♦r②✱ ◮ ❡✈❡r② s❡t ✐♥ ❛♥ ♦✲♠✐♥✐♠❛❧✱ ❝✲♠✐♥✐♠❛❧ ♦r ♦r❞❡r❡❞ ❞♣✲♠✐♥✐♠❛❧
t❤❡♦r②✳
◮ ❆ ♥♦♥✲❡①❛♠♣❧❡✿ ∅ ✐♥ t❤❡ t❤❡♦r② ♦❢ ❞❡♥s❡ ❝✐r❝✉❧❛r ♦r❞❡r✳
SLIDE 15
❋♦r❦✐♥❣ ❂ ❞✐✈✐❞✐♥❣
◗✉❡st✐♦♥ ✭P✐❧❧❛②✮✳ ■s ❢♦r❦✐♥❣ ❂ ❞✐✈✐❞✐♥❣ ♦✈❡r ♠♦❞❡❧s ✐♥ ◆■P t❤❡♦r✐❡s❄
❚❤❡♦r❡♠
✭❈❤✳✱ ❑❛♣❧❛♥✮ ▲❡t ❆ ❜❡ ❛♥ ❡①t❡♥s✐♦♥ ❜❛s❡ ✐♥ ❛♥ ◆❚P✷ t❤❡♦r② ❚✳ ❚❤❡♥ φ(①, ❛) ❞✐✈✐❞❡s ♦✈❡r ❆ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✐t ❢♦r❦s ♦✈❡r ❆✳
SLIDE 16 ❋♦r❦✐♥❣ ❂ ❞✐✈✐❞✐♥❣✿ ✇❤②❄
◮ ❚❤❡ r❡❛s♦♥✿ ❡①✐st❡♥❝❡ ♦❢ str✐❝t❧② ✐♥✈❛r✐❛♥t t②♣❡s✳ ◮ ❆ t②♣❡ ♣(①) ∈ ❙(M) ✐s ❝❛❧❧❡❞ str✐❝t❧② ✐♥✈❛r✐❛♥t ♦✈❡r ❆ ✐❢ ✐t ✐s
✐♥✈❛r✐❛♥t ✭✐✳❡✳ φ(①, ❛) ∈ ♣ ❛♥❞ t♣(❛/❆) = t♣(❜/❆) ✐♠♣❧✐❡s φ(①, ❜) ∈ ♣✮ ❛♥❞ ❢♦r ❡✈❡r② s♠❛❧❧ ❆ ⊆ ❇ ⊆ M✱ ✐❢ ❝ | = ♣|❇ t❤❡♥ t♣(❇/❝❆) ❞♦❡s ♥♦t ❢♦r❦ ♦✈❡r ❆✳
◮ ❊✳❣✳ ❡✈❡r② ❣❡♥❡r✐❝❛❧❧② st❛❜❧❡ t②♣❡ ♦r ❡✈❡r② ✐♥✈❛r✐❛♥t t②♣❡ ✐♥ ❛
s✐♠♣❧❡ t❤❡♦r② ❛r❡ str✐❝t❧② ✐♥✈❛r✐❛♥t✳
◮ ❚❤❡ ❝r✉❝✐❛❧ st❡♣ ♦❢ t❤❡ ♣r♦♦❢ ✐s t♦ s❤♦✇ t❤❛t ✐♥ ◆❚P✷ t❤❡♦r✐❡s
❡✈❡r② t②♣❡ ♣(①) ♦✈❡r ❛ ♠♦❞❡❧ ▼ ❤❛s ❛ ❣❧♦❜❛❧ str✐❝t❧② ✐♥✈❛r✐❛♥t ❡①t❡♥s✐♦♥ q(①) ✭✉s✐♥❣ t❤❡ s♦ ❝❛❧❧❡❞ ❇r♦♦♠ ❧❡♠♠❛✮✳
◮ ❚❤❡♥ ♦♥❡ ❝❛♥ s❤♦✇ t❤❛t ❚❋❆❊✿
◮ ϕ (①, ❛) ❞✐✈✐❞❡s ♦✈❡r ▼ ◮ ❋♦r ❛♥② q (①) ∈ ❙ (M)✱ ❛ str✐❝t❧② ✐♥✈❛r✐❛♥t ❡①t❡♥s✐♦♥ ♦❢
t♣ (❛/▼)✱ ❛♥❞ (❛✐)✐∈ω ❛ ▼♦r❧❡② s❡q✉❡♥❝❡ ✐♥ q ✭✐✳❡✳ ❛✐ | = q|❛<✐ ▼✮ ✇❡ ❤❛✈❡ t❤❛t {ϕ (①, ❛✐)}✐∈ω ✐s ✐♥❝♦♥s✐st❡♥t✳
SLIDE 17
❉✐✈✐❞✐♥❣ ❂ ❛rr❛②✲❞✐✈✐❞✐♥❣
◮ ❲❡ s❛② t❤❛t (❛✐❥)✐,❥∈ω ✐s ❛ ✭✷✲❞✐♠❡♥s✐♦♥❛❧✮ ✐♥❞✐s❝❡r♥✐❜❧❡ ❛rr❛②
♦✈❡r ❆ ✐❢ ❜♦t❤ t❤❡ s❡q✉❡♥❝❡ ♦❢ r♦✇s ❛♥❞ t❤❡ s❡q✉❡♥❝❡ ♦❢ ❝♦❧✉♠♥s ❛r❡ ✐♥❞✐s❝❡r♥✐❜❧❡ ♦✈❡r ❆✳
◮ ϕ (①, ❛) ❛rr❛②✲❞✐✈✐❞❡s ♦✈❡r ❆ ✐❢ t❤❡r❡ ✐s ❛♥ ✐♥❞✐s❝❡r♥✐❜❧❡ ❛rr❛②
♦✈❡r ❆ s✉❝❤ t❤❛t ❛ = ❛✵✵ ❛♥❞ {ϕ (①, ❛✐❥)}✐,❥∈ω ✐s ✐♥❝♦♥s✐st❡♥t✳
◮ ❚❤❡♦r❡♠ ✭❇❡♥ ❨❛❛❝♦✈✱ ❈❤✳✮ ▲❡t ❚ ❜❡ ◆❚P✷✳ ❚❤❡♥ ϕ (①, ❛)
❛rr❛②✲❞✐✈✐❞❡s ♦✈❡r ❆ ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✐t ❞✐✈✐❞❡s ♦✈❡r ❆✳
◮ ●❡♥❡r❛❧✐③❡s t♦ κ✲❞✐♠❡♥s✐♦♥❛❧ ❛rr❛②s ❢♦r ❛♥② ♦r❞✐♥❛❧ κ✳
SLIDE 18
❈❤❛✐♥ ❝♦♥❞✐t✐♦♥
◮ ❲❡ s❛② t❤❛t ❢♦r❦✐♥❣ s❛t✐s✜❡s t❤❡ ❝❤❛✐♥ ❝♦♥❞✐t✐♦♥ ♦✈❡r ❆ ✐❢
✇❤❡♥❡✈❡r (❛✐)✐∈ω ✐s ❛♥ ✐♥❞✐s❝❡r♥✐❜❧❡ s❡q✉❡♥❝❡ ❛♥❞ ϕ (①, ❛✵) ❞♦❡s ♥♦t ❢♦r❦ ♦✈❡r ❆ t❤❡♥ ϕ (①, ❛✵) ∧ ϕ (①, ❛✶) ❞♦❡s ♥♦t ❢♦r❦ ♦✈❡r ❆✳
◮ Pr♦❜❧❡♠ ✭❆❞❧❡r✴❍r✉s❤♦✈s❦✐✮ ❲❤❛t ✐s t❤❡ r❡❧❛t✐♦♥s❤✐♣ ❜❡t✇❡❡♥
◆❚P✷ ❛♥❞ t❤❡ ❝❤❛✐♥ ❝♦♥❞✐t✐♦♥ ♦❢ ♥♦♥✲❢♦r❦✐♥❣❄
❚❤❡♦r❡♠
✭❇❡♥ ❨❛❛❝♦✈✱ ❈❤✳✮ ▲❡t ❚ ❜❡ ◆❚P✷ ❛♥❞ ❆ ❛♥ ❡①t❡♥s✐♦♥ ❜❛s❡✳ ❚❤❡♥ ❢♦r❦✐♥❣ s❛t✐s✜❡s t❤❡ ❝❤❛✐♥ ❝♦♥❞✐t✐♦♥ ♦✈❡r ❆✳
❊①❛♠♣❧❡
✭❈❤✳✱ ❑❛♣❧❛♥✱ ❙❤❡❧❛❤✮ ❚❤❡r❡ ✐s ❛ t❤❡♦r② ✇✐t❤ ❚P✷ ✐♥ ✇❤✐❝❤ ❢♦r❦✐♥❣ s❛t✐s✜❡s t❤❡ ❝❤❛✐♥ ❝♦♥❞✐t✐♦♥ ♦✈❡r ❛r❜✐tr❛r② s❡ts✳
SLIDE 19
❲❡❛❦ ✐♥❞❡♣❡♥❞❡♥❝❡ t❤❡♦r❡♠
◮ ❘❡❝❛❧❧ t❤❡ ❛♠❛❧❣❛♠❛t✐♦♥ ♦❢ t②♣❡s ✐♥ s✐♠♣❧❡ t❤❡♦r✐❡s✳ ◮ ❖❢ ❝♦✉rs❡✱ ❢❛✐❧s ✐♥ t❤❡ ♣r❡s❡♥❝❡ ♦❢ ❛ ❧✐♥❡❛r ♦r❞❡r✳ ◮ ❍♦✇❡✈❡r✱ ✇❡ ♣r♦✈❡ ❛ ✇❡❛❦ ✐♥❞❡♣❡♥❞❡♥❝❡ t❤❡♦r❡♠ ♦✈❡r ❛♥
❡①t❡♥s✐♦♥ ❜❛s❡✿
❚❤❡♦r❡♠
✭❇❡♥ ❨❛❛❝♦✈✱ ❈❤✳✮ ▲❡t ❚ ❜❡ ◆❚P✷ ❛♥❞ ❆ ❛♥ ❡①t❡♥s✐♦♥ ❜❛s❡✳ ❆ss✉♠❡ t❤❛t ❝ | ⌣❆ ❛❜✱ ❛ | ⌣❆ ❜❜′ ❛♥❞ ❜ ≡▲st♣
❆
❜′✳ ❚❤❡♥ t❤❡r❡ ✐s ❝′ s✉❝❤ t❤❛t ❝′ | ⌣❆ ❛❜′✱ ❝′❛ ≡❆ ❝❛✱ ❝′❜′ ≡❆ ❝❜✳
SLIDE 20
❲❡❛❦ ✐♥❞❡♣❡♥❞❡♥❝❡ t❤❡♦r❡♠
❚❤❡♦r❡♠
✭❇❡♥ ❨❛❛❝♦✈✱ ❈❤✳✮ ▲❡t ❚ ❜❡ ◆❚P✷ ❛♥❞ ❆ ❛♥ ❡①t❡♥s✐♦♥ ❜❛s❡✳ ❆ss✉♠❡ t❤❛t ❝ | ⌣❆ ❛❜✱ ❛ | ⌣❆ ❜❜′ ❛♥❞ ❜ ≡▲st♣
❆
❜′✳ ❚❤❡♥ t❤❡r❡ ✐s ❝′ s✉❝❤ t❤❛t ❝′ | ⌣❆ ❛❜′✱ ❝′❛ ≡❆ ❝❛✱ ❝′❜′ ≡❆ ❝❜✳
SLIDE 21
❆♣♣❧✐❝❛t✐♦♥s ♦❢ t❤❡ ❲■❚
◮ ▲❡t ❚ ❜❡ ◆❚P✷ ❛♥❞ ❆ ❛♥ ❡①t❡♥s✐♦♥ ❜❛s❡✳ ❚❤❡♥ ▲❛s❝❛r str♦♥❣
t②♣❡ ♦✈❡r ❆ ❡q✉❛❧s ❑✐♠✲P✐❧❧❛② str♦♥❣ t②♣❡ ♦✈❡r ❆ ✭✇❡ s❤♦✇ t❤❛t ❛ ≡▲st♣
❆
❜ ✐♠♣❧✐❡s ❞❆ (❛, ❜) ≤ ✸✮✳
◮ ❚❤❡ s✉✣❝✐❡♥t ❝♦♥❞✐t✐♦♥s ♦❢ t❤❡ st❛❜✐❧✐③❡r t❤❡♦r❡♠ ♦❢
❍r✉s❤♦✈s❦✐ ❛r❡ s❛t✐s✜❡❞ ✐♥ ◆❚P✷ t❤❡♦r✐❡s ❛s t❤❡ ❝❤❛✐♥ ❝♦♥❞✐t✐♦♥ ♦❢ ♥♦♥✲❢♦r❦✐♥❣ ♠❡❛♥s ♣r❡❝✐s❡❧② t❤❛t t❤❡ ❢♦r❦✐♥❣ ✐❞❡❛❧ ✐s ❙✶✳
SLIDE 22
◆■P t②♣❡s ✐♥ ◆❚P✷ t❤❡♦r✐❡s
◮ ❆ ✭♣❛rt✐❛❧✮ t②♣❡ ♣ (①) ✐s ◆■P ✐❢ t❤❡r❡ ❛r❡ ♥♦ (❛✐)✐∈ω ✇✐t❤
❛✐ | = ♣ (①)✱ (❜s)s⊆ω ❛♥❞ ϕ (①, ②) s✉❝❤ t❤❛t ϕ (❛✐, ❜s) ⇔ ✐ ∈ s✳
◮ ❲❤♦❧❡ ◆■P t❤❡♦r② ❝❛♥ ❜❡ ❞♦♥❡ ❧♦❝❛❧❧② ✇✐t❤ r❡s♣❡❝t t♦ ❛♥ ◆■P
t②♣❡ ✭❡✳❣✳ ❞♣✲r❛♥❦ ♦❢ ❛♥ ◆■P t②♣❡ ✐♥ ❛♥ ❛r❜✐tr❛r② t❤❡♦r② ✐s ❛❧✇❛②s ✇✐t♥❡ss ❜② ♠✉t✉❛❧❧② ✐♥❞✐s❝❡r♥✐❜❧❡ s❡q✉❡♥❝❡s ♦❢ ✐ts r❡❛❧✐③❛t✐♦♥s✱ ❑❛♣❧❛♥✲❙✐♠♦♥✱ ❈❤✳✮✳
❚❤❡♦r❡♠
✭❈❤✳✱ ❑❛♣❧❛♥✮ ▲❡t ❚ ❜❡ ◆❚P✷✳ ❚❤❡♥ ♣ (①) ✐s ◆■P ✐❢ ❛♥❞ ♦♥❧② ✐❢ ❡✈❡r② q (①) ⊇ ♣ (①) ❤❛s ♦♥❧② ❜♦✉♥❞❡❞❧② ♠❛♥② ❣❧♦❜❛❧ ♥♦♥✲❢♦r❦✐♥❣ ❡①t❡♥s✐♦♥s ✭❝♦♠♣❛r❡ t♦ st❛❜❧❡ t②♣❡s✮✳ ■t ✐s ♥♦t tr✉❡ ✇✐t❤♦✉t t❤❡ ◆❚P✷ ❛ss✉♠♣t✐♦♥✱ ❜② t❤❡ s❛♠❡ ❡①❛♠♣❧❡ ❢r♦♠ ❬❈❤✳✱ ❑❛♣❧❛♥ ❛♥❞ ❙❤❡❧❛❤❪✳
SLIDE 23 ❙✐♠♣❧❡ t②♣❡s ✐♥ ◆❚P✷ t❤❡♦r✐❡s
◮ ❆ ✭♣❛rt✐❛❧✮ t②♣❡ ♣ (①) ✐s s✐♠♣❧❡ ✐❢ t❤❡r❡ ❛r❡ ♥♦ (❛η)η∈ω<ω✱
ϕ (①, ②) ❛♥❞ ❦ ∈ ω s✉❝❤ t❤❛t✿
◮ ♣ (①) ∪
- ϕ
- ①, ❛η|✐
- ✐∈ω ✐s ❝♦♥s✐st❡♥t ❢♦r ❡✈❡r② η ∈ ωω✱
◮ {ϕ (①, ❛η✐)}✐∈ω ✐s ❦✲✐♥❝♦♥s✐st❡♥t ❢♦r ❡✈❡r② η ∈ ω<ω✳
❚❤❡♦r❡♠
✭❈❤✳✮ ▲❡t ❚ ❜❡ ◆❚P✷✳ ❚❋❆❊✿ ✶✳ ♣ (①) ✐s s✐♠♣❧❡ ✷✳ ❊✈❡r② q (①) ⊇ ♣ (①)✱ s❛t✐s✜❡s t❤❡ ✐♥❞❡♣❡♥❞❡♥❝❡ t❤❡♦r❡♠ ♦✈❡r ♠♦❞❡❧s✳ ✸✳ ❋♦r ❡✈❡r② ❆ ⊇ ❞♦♠ (♣)✱ ❛ | = ♣ ❛♥❞ ❜✿ ❛ | ⌣❆ ❜ ✐✛ ❜ | ⌣❆ ❛✳
SLIDE 24
❉❡♣❡♥❞❡♥t ❞✐✈✐❞✐♥❣
❉❡✜♥✐t✐♦♥
❲❡ ✇✐❧❧ s❛② t❤❛t ❚ ❤❛s ❞❡♣❡♥❞❡♥t ❞✐✈✐❞✐♥❣ ✐❢ ✇❤❡♥❡✈❡r ♣ (①) ∈ ❙ (◆) ❞✐✈✐❞❡s ♦✈❡r ▼ ◆✱ t❤❡r❡ ✐s s♦♠❡ ϕ (①, ❛) ∈ ♣ ❞✐✈✐❞✐♥❣ ♦✈❡r ▼ ❛♥❞ s✉❝❤ t❤❛t ϕ (①, ②) ✐s ◆■P✳
◮ ❖❢ ❝♦✉rs❡✱ ❡✈❡r② ◆■P t❤❡♦r② ❤❛s ❞❡♣❡♥❞❡♥t ❞✐✈✐❞✐♥❣✳ ◮ ■❢ ❚ ✐s ❛ s✐♠♣❧❡ t❤❡♦r②✱ t❤❡♥ ✐t ❤❛s ❞❡♣❡♥❞❡♥t ❞✐✈✐❞✐♥❣ ✐❢ ❛♥❞
♦♥❧② ✐❢ ✐t ❤❛s st❛❜❧❡ ❢♦r❦✐♥❣✳ ■✳❡✳✱ ❛❧❧ ❦♥♦✇♥ s✐♠♣❧❡ t❤❡♦r✐❡s ❤❛✈❡ ❞❡♣❡♥❞❡♥t ❞✐✈✐❞✐♥❣✳
❚❤❡♦r❡♠
✭❈❤✳✮ ❆ss✉♠❡ t❤❛t ❚ ❤❛s ❞❡♣❡♥❞❡♥t ❞✐✈✐❞✐♥❣✳ ❚❤❡♥ ✐t ✐s ◆❚P✷✳ ❚❤❡ ❞❡♣❡♥❞❡♥t ❞✐✈✐❞✐♥❣ ❝♦♥❥❡❝t✉r❡✿ ❊✈❡r② ◆❚P✷ t❤❡♦r② ❤❛s ❞❡♣❡♥❞❡♥t ❞✐✈✐❞✐♥❣✳
SLIDE 25
❘❡❢❡r❡♥❝❡s
✶✳ ❋♦r❦✐♥❣ ❛♥❞ ❞✐✈✐❞✐♥❣ ✐♥ ◆❚P✷ t❤❡♦r✐❡s ❆rt❡♠ ❈❤❡r♥✐❦♦✈ ❛♥❞ ■t❛② ❑❛♣❧❛♥✱ ❏✳ ❙②♠❜♦❧✐❝ ▲♦❣✐❝✱ ✼✼✭✶✮✿✶✕✷✵✱ ✷✵✶✷ ✷✳ ❚❤❡♦r✐❡s ✇✐t❤♦✉t t❤❡ tr❡❡ ♣r♦♣❡rt② ♦❢ t❤❡ s❡❝♦♥❞ ❦✐♥❞ ❆rt❡♠ ❈❤❡r♥✐❦♦✈✱ ♣r❡♣r✐♥t ✭❛r❳✐✈✿✶✷✵✹✳✵✽✸✷✮ ✸✳ ❖♥ ♥♦♥✲❢♦r❦✐♥❣ s♣❡❝tr❛ ❆rt❡♠ ❈❤❡r♥✐❦♦✈✱ ■t❛② ❑❛♣❧❛♥ ❛♥❞ ❙❛❤❛r♦♥ ❙❤❡❧❛❤✱ s✉❜♠✐tt❡❞ ✭❛r❳✐✈✿✶✷✵✺✳✸✶✵✶✮ ✹✳ ❆ ✇❡❛❦ ✐♥❞❡♣❡♥❞❡♥❝❡ t❤❡♦r❡♠ ❢♦r ◆❚P✷ t❤❡♦r✐❡s ■t❛ï ❇❡♥ ❨❛❛❝♦✈ ❛♥❞ ❆rt❡♠ ❈❤❡r♥✐❦♦✈✱ ✐♥ ♣r❡♣❛r❛t✐♦♥ ✺✳ ❱❛❧✉❡❞ ❞✐✛❡r❡♥❝❡ ✜❡❧❞s ❛♥❞ ◆❚P✷ ❆rt❡♠ ❈❤❡r♥✐❦♦✈ ❛♥❞ ▼❛rt✐♥ ❍✐❧s✱ ✐♥ ♣r❡♣❛r❛t✐♦♥