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s t ss s rs r rst rs

  1. ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ❉▲❚ ✷✵✶✷ ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  2. ✶ ✶ ❛ ❜ ✶ ❝ ❜ ✇ ❝❜ ♥ ✇ ✇ ♥ ✵ ❛ ❜ ✷ ❜ ✷ ✶ ❝ ✶ ✷ ❛ ✶ ❛ ♥ ❜❛ ♥ ❝❛ ♥ ❜❛ ♥ ♥ ✵ ❊①t❡♥❞❡❞ ❘❡❣✉❧❛r ❊①♣r❡ss✐♦♥s ✇✐t❤ ❇❛❝❦r❡❢❡r❡♥❝❡s ✭❘❊●❊❳✮ ❘❊●❊❳ ❛r❡ ❛ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ r❡❣✉❧❛r ❡①♣r❡ss✐♦♥s ❛♥❞ t❤❡ ❝♦♥❝❡♣t ♦❢ ❤♦♠♦♠♦r♣❤✐❝ r❡♣❧❛❝❡♠❡♥t ✳ ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  3. ✇ ❝❜ ♥ ✇ ✇ ♥ ✵ ❛ ❜ ✷ ❜ ✷ ✶ ❝ ✶ ✷ ❛ ✶ ❛ ♥ ❜❛ ♥ ❝❛ ♥ ❜❛ ♥ ♥ ✵ ❊①t❡♥❞❡❞ ❘❡❣✉❧❛r ❊①♣r❡ss✐♦♥s ✇✐t❤ ❇❛❝❦r❡❢❡r❡♥❝❡s ✭❘❊●❊❳✮ ❘❊●❊❳ ❛r❡ ❛ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ r❡❣✉❧❛r ❡①♣r❡ss✐♦♥s ❛♥❞ t❤❡ ❝♦♥❝❡♣t ♦❢ ❤♦♠♦♠♦r♣❤✐❝ r❡♣❧❛❝❡♠❡♥t ✳ ( ✶ ( ❛ | ❜ ) ∗ ) ✶ ❝ ❜ ∗ \ ✶ ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  4. ✷ ❜ ✷ ✶ ❝ ✶ ✷ ❛ ✶ ❛ ♥ ❜❛ ♥ ❝❛ ♥ ❜❛ ♥ ♥ ✵ ❊①t❡♥❞❡❞ ❘❡❣✉❧❛r ❊①♣r❡ss✐♦♥s ✇✐t❤ ❇❛❝❦r❡❢❡r❡♥❝❡s ✭❘❊●❊❳✮ ❘❊●❊❳ ❛r❡ ❛ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ r❡❣✉❧❛r ❡①♣r❡ss✐♦♥s ❛♥❞ t❤❡ ❝♦♥❝❡♣t ♦❢ ❤♦♠♦♠♦r♣❤✐❝ r❡♣❧❛❝❡♠❡♥t ✳ ( ✶ ( ❛ | ❜ ) ∗ ) ✶ ❝ ❜ ∗ \ ✶ { ✇ ❝❜ ♥ ✇ | ✇ ∈ { ❛ , ❜ } ∗ , ♥ ≥ ✵ } ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  5. ✷ ❜ ✷ ✶ ❝ ✶ ✷ ❛ ✶ ❛ ♥ ❜❛ ♥ ❝❛ ♥ ❜❛ ♥ ♥ ✵ ❊①t❡♥❞❡❞ ❘❡❣✉❧❛r ❊①♣r❡ss✐♦♥s ✇✐t❤ ❇❛❝❦r❡❢❡r❡♥❝❡s ✭❘❊●❊❳✮ ❘❊●❊❳ ❛r❡ ❛ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ r❡❣✉❧❛r ❡①♣r❡ss✐♦♥s ❛♥❞ t❤❡ ❝♦♥❝❡♣t ♦❢ ❤♦♠♦♠♦r♣❤✐❝ r❡♣❧❛❝❡♠❡♥t ✳ ( ✶ ( ❛ | ❜ ) ∗ ) ✶ ❝ ❜ ∗ \ ✶ { ✇ ❝❜ ♥ ✇ | ✇ ∈ { ❛ , ❜ } ∗ , ♥ ≥ ✵ } ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  6. ✷ ❜ ✷ ✶ ❝ ✶ ✷ ❛ ✶ ❛ ♥ ❜❛ ♥ ❝❛ ♥ ❜❛ ♥ ♥ ✵ ❊①t❡♥❞❡❞ ❘❡❣✉❧❛r ❊①♣r❡ss✐♦♥s ✇✐t❤ ❇❛❝❦r❡❢❡r❡♥❝❡s ✭❘❊●❊❳✮ ❘❊●❊❳ ❛r❡ ❛ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ r❡❣✉❧❛r ❡①♣r❡ss✐♦♥s ❛♥❞ t❤❡ ❝♦♥❝❡♣t ♦❢ ❤♦♠♦♠♦r♣❤✐❝ r❡♣❧❛❝❡♠❡♥t ✳ ( ✶ ( ❛ | ❜ ) ∗ ) ✶ ❝ ❜ ∗ \ ✶ { ✇ ❝❜ ♥ ✇ | ✇ ∈ { ❛ , ❜ } ∗ , ♥ ≥ ✵ } ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  7. ✷ ❜ ✷ ✶ ❝ ✶ ✷ ❛ ✶ ❛ ♥ ❜❛ ♥ ❝❛ ♥ ❜❛ ♥ ♥ ✵ ❊①t❡♥❞❡❞ ❘❡❣✉❧❛r ❊①♣r❡ss✐♦♥s ✇✐t❤ ❇❛❝❦r❡❢❡r❡♥❝❡s ✭❘❊●❊❳✮ ❘❊●❊❳ ❛r❡ ❛ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ r❡❣✉❧❛r ❡①♣r❡ss✐♦♥s ❛♥❞ t❤❡ ❝♦♥❝❡♣t ♦❢ ❤♦♠♦♠♦r♣❤✐❝ r❡♣❧❛❝❡♠❡♥t ✳ ( ✶ ( ❛ | ❜ ) ∗ ) ✶ ❝ ❜ ∗ \ ✶ { ✇ ❝❜ ♥ ✇ | ✇ ∈ { ❛ , ❜ } ∗ , ♥ ≥ ✵ } ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  8. ❊①t❡♥❞❡❞ ❘❡❣✉❧❛r ❊①♣r❡ss✐♦♥s ✇✐t❤ ❇❛❝❦r❡❢❡r❡♥❝❡s ✭❘❊●❊❳✮ ❘❊●❊❳ ❛r❡ ❛ ❝♦♠❜✐♥❛t✐♦♥ ♦❢ r❡❣✉❧❛r ❡①♣r❡ss✐♦♥s ❛♥❞ t❤❡ ❝♦♥❝❡♣t ♦❢ ❤♦♠♦♠♦r♣❤✐❝ r❡♣❧❛❝❡♠❡♥t ✳ ( ✶ ( ❛ | ❜ ) ∗ ) ✶ ❝ ❜ ∗ \ ✶ { ✇ ❝❜ ♥ ✇ | ✇ ∈ { ❛ , ❜ } ∗ , ♥ ≥ ✵ } ( ✶ ( ✷ ❛ ∗ ) ✷ ❜ \ ✷ ) ✶ ❝ \ ✶ { ❛ ♥ ❜❛ ♥ ❝❛ ♥ ❜❛ ♥ | ♥ ≥ ✵ } ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  9. ✳✳✳❡✈❡♥ t❤♦✉❣❤ t❤❡✐r ♠❡♠❜❡rs❤✐♣ ♣r♦❜❧❡♠ ✐s ◆P✲❝♦♠♣❧❡t❡✳ Pr❛❝t✐❝❛❧ ❘❡❧❡✈❛♥❝❡ ♦❢ ❘❊●❊❳ ❘❊●❊❳ ❛r❡ ✐♥t❡♥s❡❧② ❛♣♣❧✐❡❞ ✐♥ ♣r❛❝t✐❝❡✳✳✳ ❚r❛❞✐t✐♦♥❛❧ ❛♥❞ ▼♦❞❡r♥ ❣r❡♣ ✈✐ ▼♦❞❡r♥ s❡❞ ●◆❯ ❊♠❛❝s P❡r❧ P②t❤♦♥ ❏❛✈❛ . ◆❡t ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  10. Pr❛❝t✐❝❛❧ ❘❡❧❡✈❛♥❝❡ ♦❢ ❘❊●❊❳ ❘❊●❊❳ ❛r❡ ✐♥t❡♥s❡❧② ❛♣♣❧✐❡❞ ✐♥ ♣r❛❝t✐❝❡✳✳✳ ❚r❛❞✐t✐♦♥❛❧ ❛♥❞ ▼♦❞❡r♥ ❣r❡♣ ✈✐ ▼♦❞❡r♥ s❡❞ ●◆❯ ❊♠❛❝s P❡r❧ P②t❤♦♥ ❏❛✈❛ . ◆❡t ✳✳✳❡✈❡♥ t❤♦✉❣❤ t❤❡✐r ♠❡♠❜❡rs❤✐♣ ♣r♦❜❧❡♠ ✐s ◆P✲❝♦♠♣❧❡t❡✳ ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  11. ❆♥ ❊❛s② ❊①❛♠♣❧❡ ( ✶ ( ❛ | ❜ ) ∗ ❝ ∗ ) ✶ ( ✷ ( ❜ | ❞ ) ) ✷ ( \ ✶ | \ ✷ ) () () ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  12. ❆♥ ❊❛s② ❊①❛♠♣❧❡ ( ✶ ( ❛ | ❜ ) ∗ ❝ ∗ ) ✶ ( ✷ ( ❜ | ❞ ) ) ✷ ( \ ✶ | \ ✷ ) () () ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  13. ❆♥ ❊❛s② ❊①❛♠♣❧❡ ( ✶ ( ❛ | ❜ ) ∗ ❝ ∗ ) ✶ ( ✷ ( ❜ | ❞ ) ) ✷ ( \ ✶ | \ ✷ ) ① ✶ ① ✷ ( ① ✶ | ① ✷ ) () () ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  14. ❆♥ ❊❛s② ❊①❛♠♣❧❡ ( ✶ ( ❛ | ❜ ) ∗ ❝ ∗ ) ✶ ( ✷ ( ❜ | ❞ ) ) ✷ ( \ ✶ | \ ✷ ) ① ✶ ① ✷ ( ① ✶ | ① ✷ ) L (( ❛ | ❜ ) ∗ ❝ ∗ ) L ( ❜ | ❞ ) () () ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  15. ❆ ▼♦r❡ ❈♦♠♣❧❡① ❊①❛♠♣❧❡ ( ✶ ( ✷ ( ✸ ( ❛ | ❜ ) ∗ ) ✸ ❝ \ ✸ ) ✷ ❞ ( \ ✷ ❝ ) ∗ ) ✶ ❡ \ ✶ () ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  16. ❆ ▼♦r❡ ❈♦♠♣❧❡① ❊①❛♠♣❧❡ ( ✶ ( ✷ ( ✸ ( ❛ | ❜ ) ∗ ) ✸ ❝ \ ✸ ) ✷ ❞ ( \ ✷ ❝ ) ∗ ) ✶ \ ✶ ❡ () ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

  17. ❆ ▼♦r❡ ❈♦♠♣❧❡① ❊①❛♠♣❧❡ ( ✶ ( ✷ ( ✸ ( ❛ | ❜ ) ∗ ) ✸ ❝ \ ✸ ) ✷ ❞ ( \ ✷ ❝ ) ∗ ) ✶ \ ✶ ❡ ① ✶ () ▼❛r❦✉s ▲✳ ❙❝❤♠✐❞✱ ▲♦✉❣❤❜♦r♦✉❣❤ ❯♥✐✈❡rs✐t②✱ ❯❑ ■♥s✐❞❡ t❤❡ ❈❧❛ss ♦❢ ❘❊●❊❳ ▲❛♥❣✉❛❣❡s

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