❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✐♥ ❡❧❧✐♣t✐❝ t❤❡♦r②
❆♥t♦♥ ❙❛✈✐♥
P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮
✸✵✳✵✺✳✷✵✶✼
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶ ✴ ✺✹
t r rs tr t - - PowerPoint PPT Presentation
t r rs tr t tr t Ps rs rst ss
P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✷ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✸ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✹ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✺ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✻ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✼ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✽ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✾ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶✵ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶✶ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶✷ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶✸ ✴ ✺✹
c (T ∗M)
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶✹ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶✺ ✴ ✺✹
j ≃
≃
∂
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶✻ ✴ ✺✹
j + × Rn−j
j + × Rn−j ✐s ♦❢ ❞❡♣t❤ j
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶✼ ✴ ✺✹
2 +
2 +
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶✽ ✴ ✺✹
+
1 + dt2 2 =⇒ s♣❛❝❡s L 2(M), Hs(M)
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✶✾ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✷✵ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✷✶ ✴ ✺✹
✶ ❚♦ ❡❛❝❤ ❝♦❞✐♠❡♥s✐♦♥ j ≥ 1 ❢❛❝❡ F ✇❡
✷ ❚✇♦ s✐♠♣❧✐❝❡s ❛r❡ ❣❧✉❡❞ ♦♥❡ t♦ ❛♥♦t❤❡r
✸ ❚❤❡ s✐♠♣❧✐❝❡s ❛r❡ ❣❧✉❡❞ t♦ t❤❡ ✐♥t❡r✐♦r
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✷✷ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✷✸ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✷✹ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✷✺ ✴ ✺✹
✶ ❖♥ t❤❡ ❤♦♠♦t♦♣② ❝❧❛ss✐✜❝❛t✐♦♥ ♦❢ ❡❧❧✐♣t✐❝ ♦♣❡r❛t♦rs ♦♥
✷ ❚❤❡ ❆t✐②❛❤✲❇♦tt ✐♥❞❡① ♦♥ str❛t✐✜❡❞ ♠❛♥✐❢♦❧❞s✳ ❏✳ ▼❛t❤✳ ❙❝✐✳
✸ ❊❧❧✐♣t✐❝ t❤❡♦r② ♦♥ ♠❛♥✐❢♦❧❞s ✇✐t❤ ❝♦r♥❡rs✳ ■✳ ❉✉❛❧ ♠❛♥✐❢♦❧❞s
✹ ❊❧❧✐♣t✐❝ t❤❡♦r② ♦♥ ♠❛♥✐❢♦❧❞s ✇✐t❤ ❝♦r♥❡rs✳ ■■✳ ❍♦♠♦t♦♣②
✺ ◆♦♥❝♦♠♠✉t❛t✐✈❡ ❣❡♦♠❡tr② ❛♥❞ t❤❡ ❝❧❛ss✐✜❝❛t✐♦♥ ♦❢ ❡❧❧✐♣t✐❝
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✷✻ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✷✼ ✴ ✺✹
✶
✷
✸
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✷✽ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✷✾ ✴ ✺✹
✶ ✭❋✐♥✐t❡♥❡ss t❤❡♦r❡♠✮ ❞❡s❝r✐❜❡ t❤❡ ❡❧❧✐♣t✐❝✐t② ❝♦♥❞✐t✐♦♥ ❢♦r D✱
✷ ✭■♥❞❡① t❤❡♦r❡♠✮ ❝♦♠♣✉t❡ ✐♥❞❡① ♦❢ D✳ ❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✸✵ ✴ ✺✹
h DhTh : Hs(M) → Hs−d(M) ✐s t❤❡ ♦♣❡r❛t♦r
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✸✶ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✸✷ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✸✸ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✸✹ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✸✺ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✸✻ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✸✼ ✴ ✺✹
✶ t❛❦❡ ❛ ❢r❡❡ ❛♥❞ ♣r♦♣❡r ❛❝t✐♦♥ ♦❢ G ♦♥ ❛✉①✐❧✐❛r② ♠❛♥✐❢♦❧❞ Y❀ ✷ t❛❦❡ ♣r♦❞✉❝t M × Y ❛♥❞ ❝♦♥s✐❞❡r t❤❡ ❞✐❛❣♦♥❛❧ ❛❝t✐♦♥
✸ ❝♦♥str✉❝t ❛♥ ♦♣❡r❛t♦r ♦♥ M × Y ❛ss♦❝✐❛t❡❞ ✇✐t❤
✹ r❡♣r❡s❡♥t ♦♣❡r❛t♦r ♦♥ M × Y ❛s ψ❉❖ ♦♥ ♦r❜✐t s♣❛❝❡
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✸✽ ✴ ✺✹
x✱ G = Z✱ Y = R✱ g(x) = x + α
x × Rt✱
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✸✾ ✴ ✺✹
+
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✹✵ ✴ ✺✹
+(y, η)
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✹✶ ✴ ✺✹
y + |η|2 ≥ R2✱ ✇❤❡r❡
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✹✷ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✹✸ ✴ ✺✹
×β
×β
=
ind
ind
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✹✹ ✴ ✺✹
×β
=
≃
ind
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✹✺ ✴ ✺✹
✶ ❲❡ ❞❡❛❧ ✇✐t❤ tr✐♣❧❡s (D, M, G)❀ ✷ ❯♥✐❢♦r♠✐③❛t✐♦♥=r❡❞✉❝t✐♦♥ t♦ ❛ tr✐♣❧❡ ✇✐t❤ tr✐✈✐❛❧ ❣r♦✉♣
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✹✻ ✴ ✺✹
CM)(σ−1dσ)2j−1 00 ,
CM) ✐s ❛ g✲✐♥✈❛r✐❛♥t ❞✐✛❡r❡♥t✐❛❧ ❢♦r♠ ♦♥ M t❤❛t
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✹✼ ✴ ✺✹
k DkT k ❛♥❞ ❝♦♥s✐❞❡r ❡❧❡♠❡♥t ♦❢ t❤❡ ❝r♦ss❡❞
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✹✽ ✴ ✺✹
ch
CM)
CM)
CM) ∈ HPodd(C∞(S∗M) ⋊ Z) ✐s ❡q✉✐✈❛r✐❛♥t ❚♦❞❞ ❝❧❛ss
CM)
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✹✾ ✴ ✺✹
Z(E; a0, a1, ..., ak)} ✐s ❞❡✜♥❡❞ ❛s✿
Z(E; a0, a1, ..., ak) =
2
E ✐s ✐ts ❝✉r✈❛t✉r❡ ❢♦r♠✳
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✺✵ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✺✶ ✴ ✺✹
CMZ) = 1✳
CM) ✐s ❥✉st t❤❡
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✺✷ ✴ ✺✹
✶ ❙❛✈✐♥ ❆✳❨✉✳✱ ❙t❡r♥✐♥ ❇✳❨✉✳ ❯♥✐❢♦r♠✐③❛t✐♦♥ ♦❢ ♥♦♥❧♦❝❛❧ ❡❧❧✐♣t✐❝
✷ ❙❛✈✐♥ ❆✳❨✉✳✱ ❙t❡r♥✐♥ ❇✳❨✉✳ ■♥❞❡① ♦❢ ❡❧❧✐♣t✐❝ ♦♣❡r❛t♦rs ❢♦r
✸ ❙❛✈✐♥ ❆✳❨✉✳✱ ❙❝❤r♦❤❡ ❊✳✱ ❙t❡r♥✐♥ ❇✳❨✉✳ ❯♥✐❢♦r♠✐③❛t✐♦♥ ❛♥❞
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✺✸ ✴ ✺✹
❆♥t♦♥ ❙❛✈✐♥ ✭ P❡♦♣❧❡s ❋r✐❡♥❞s❤✐♣ ❯♥✐✈❡rs✐t② ♦❢ ❘✉ss✐❛ ✭❘❯❉◆ ❯♥✐✈❡rs✐t②✮ ✮ ❖♥ t❤❡ ✇♦r❦ ♦❢ ❇♦r✐s ❙t❡r♥✐♥ ✸✵✳✵✺✳✷✵✶✼ ✺✹ ✴ ✺✹