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❖♥ t❤❡ ✏❙♠✐t❤ ✐s ❍✉q✑ ❝♦♥❞✐t✐♦♥ ✐♥ ❙ ✲♣r♦t♦♠♦❞✉❧❛r ❝❛t❡❣♦r✐❡s ❆♥❞r❡❛ ▼♦♥t♦❧✐ ❈▼❯❈✱ ❯♥✐✈❡rs✐❞❛❞❡ ❞❡ ❈♦✐♠❜r❛ ❏✉♥❡ ✶✺t❤ ✷✵✶✺ ❏♦✐♥t ✇♦r❦ ✇✐t❤ ◆❡❧s♦♥ ▼❛rt✐♥s✲❋❡rr❡✐r❛

❉❡✜♥✐t✐♦♥ ❚✇♦ ♠♦r♣❤✐s♠s ❢ ❛♥❞ ❣ ✇✐t❤ t❤❡ s❛♠❡ ❝♦❞♦♠❛✐♥ ❝♦♠♠✉t❡ ✐♥ t❤❡ s❡♥s❡ ♦❢ ❍✉q ✐❢ t❤❡r❡ ❡①✐sts ❛ ✭✉♥✐q✉❡✮ ♠♦r♣❤✐s♠ ♠❛❦✐♥❣ t❤❡ t✇♦ tr✐❛♥❣❧❡s ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❞✐❛❣r❛♠ ❝♦♠♠✉t❡✿ ✶ ✵ ✵ ✶ ❳ ❳ ❨ ❨ ❣ ❢ ❩ � � ❍✉q ❝♦♠♠✉t❛t✐♦♥ ❉❡✜♥✐t✐♦♥ ❆ ♣♦✐♥t❡❞ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡ ❝❛t❡❣♦r② ✐s ✉♥✐t❛❧ ✐❢✱ ❢♦r ❡✈❡r② ♣❛✐r ❳ , ❨ ♦❢ ♦❜❥❡❝ts ♦❢ C ✱ t❤❡ ♠♦r♣❤✐s♠s � ✶ , ✵ � ❛♥❞ � ✵ , ✶ � ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❞✐❛❣r❛♠ ❛r❡ ❥♦✐♥t❧② ❡①tr❡♠❛❧❧② ❡♣✐♠♦r♣❤✐❝✿ π ❨ � ❨ π ❳ � ❳ × ❨ ❳ � ✶ , ✵ � � ✵ , ✶ �

� � � � � � ❍✉q ❝♦♠♠✉t❛t✐♦♥ ❉❡✜♥✐t✐♦♥ ❆ ♣♦✐♥t❡❞ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡ ❝❛t❡❣♦r② ✐s ✉♥✐t❛❧ ✐❢✱ ❢♦r ❡✈❡r② ♣❛✐r ❳ , ❨ ♦❢ ♦❜❥❡❝ts ♦❢ C ✱ t❤❡ ♠♦r♣❤✐s♠s � ✶ , ✵ � ❛♥❞ � ✵ , ✶ � ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❞✐❛❣r❛♠ ❛r❡ ❥♦✐♥t❧② ❡①tr❡♠❛❧❧② ❡♣✐♠♦r♣❤✐❝✿ π ❨ � ❨ π ❳ � ❳ × ❨ ❳ � ✶ , ✵ � � ✵ , ✶ � ❉❡✜♥✐t✐♦♥ ❚✇♦ ♠♦r♣❤✐s♠s ❢ ❛♥❞ ❣ ✇✐t❤ t❤❡ s❛♠❡ ❝♦❞♦♠❛✐♥ ❝♦♠♠✉t❡ ✐♥ t❤❡ s❡♥s❡ ♦❢ ❍✉q ✐❢ t❤❡r❡ ❡①✐sts ❛ ✭✉♥✐q✉❡✮ ♠♦r♣❤✐s♠ ϕ ♠❛❦✐♥❣ t❤❡ t✇♦ tr✐❛♥❣❧❡s ✐♥ t❤❡ ❢♦❧❧♦✇✐♥❣ ❞✐❛❣r❛♠ ❝♦♠♠✉t❡✿ � ✶ , ✵ � � � ✵ , ✶ � ❳ ❳ × ❨ ❨ ϕ ❣ ❢ ❩

❉❡✜♥✐t✐♦♥ ❚✇♦ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ❘ ❛♥❞ ❲ ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❳ ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ✇❤❡♥ t❤❡r❡ ✐s ❛ ✭✉♥✐q✉❡✮ ♠♦r♣❤✐s♠ ♣ ❘ ❳ ❲ ❳✱ ✇❤❡r❡ ❘ ❳ ❲ ✐s t❤❡ ♣✉❧❧❜❛❝❦ ♦❢ r ✷ ❛♥❞ ✇ ✶ ✿ ♣ ✷ ❘ ❳ ❲ ❲ ❘ ♣ ✶ ✇ ✷ ❡ ❲ ✇ ✶ ❲ r ✶ ❘ ❡ ❘ ❳ r ✷ s✉❝❤ t❤❛t ♣ ✇ ✷ ❛♥❞ ♣ r ✶ ✳ ❘ ❲ ❙♠✐t❤✲P❡❞✐❝❝❤✐♦ ❝♦♠♠✉t❛t✐♦♥ ❉❡✜♥✐t✐♦♥ ❆ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡ ❝❛t❡❣♦r② ✐s ▼❛❧✬ts❡✈ ✐❢ ❡✈❡r② ✐♥t❡r♥❛❧ r❡✢❡①✐✈❡ r❡❧❛t✐♦♥ ✐s ❛♥ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥✳

� � � � � � � � � ❙♠✐t❤✲P❡❞✐❝❝❤✐♦ ❝♦♠♠✉t❛t✐♦♥ ❉❡✜♥✐t✐♦♥ ❆ ✜♥✐t❡❧② ❝♦♠♣❧❡t❡ ❝❛t❡❣♦r② ✐s ▼❛❧✬ts❡✈ ✐❢ ❡✈❡r② ✐♥t❡r♥❛❧ r❡✢❡①✐✈❡ r❡❧❛t✐♦♥ ✐s ❛♥ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥✳ ❉❡✜♥✐t✐♦♥ ❚✇♦ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ❘ ❛♥❞ ❲ ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❳ ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ✇❤❡♥ t❤❡r❡ ✐s ❛ ✭✉♥✐q✉❡✮ ♠♦r♣❤✐s♠ ♣ : ❘ × ❳ ❲ → ❳✱ ✇❤❡r❡ ❘ × ❳ ❲ ✐s t❤❡ ♣✉❧❧❜❛❝❦ ♦❢ r ✷ ❛♥❞ ✇ ✶ ✿ ♣ ✷ � ❲ ❘ × ❳ ❲ σ ❘ ♣ ✶ ✇ ✷ ❡ ❲ ✇ ✶ σ ❲ r ✶ ❘ ❡ ❘ ❳ r ✷ s✉❝❤ t❤❛t ♣ σ ❘ = ✇ ✷ ❛♥❞ ♣ σ ❲ = r ✶ ✳

t✇♦ ❡✛❡❝t✐✈❡ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ❛s s♦♦♥ ❛s t❤❡✐r ♥♦r♠❛❧✐s❛t✐♦♥s ❝♦♠♠✉t❡ ❊①❛♠♣❧❡s✿ ❣r♦✉♣s✱ r✐♥❣s✱ ▲✐❡ ❛❧❣❡❜r❛s✱ ❣r♦✉♣s ✇✐t❤ ♦♣❡r❛t✐♦♥s✳ ◆♦t ❛❧❧ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s✳ ❈♦✉♥t❡r❡①❛♠♣❧❡s✿ ❞✐❣r♦✉♣s✱ ❧♦♦♣s✳ ❚❤❡ ✭❙❍✮ ❝♦♥❞✐t✐♦♥ ❆ ♣♦✐♥t❡❞ ▼❛❧✬ts❡✈ ❝❛t❡❣♦r② s❛t✐s✜❡s t❤❡ ✏❙♠✐t❤ ✐s ❍✉q✑ ❝♦♥❞✐t✐♦♥ ✐❢

❊①❛♠♣❧❡s✿ ❣r♦✉♣s✱ r✐♥❣s✱ ▲✐❡ ❛❧❣❡❜r❛s✱ ❣r♦✉♣s ✇✐t❤ ♦♣❡r❛t✐♦♥s✳ ◆♦t ❛❧❧ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s✳ ❈♦✉♥t❡r❡①❛♠♣❧❡s✿ ❞✐❣r♦✉♣s✱ ❧♦♦♣s✳ ❚❤❡ ✭❙❍✮ ❝♦♥❞✐t✐♦♥ ❆ ♣♦✐♥t❡❞ ▼❛❧✬ts❡✈ ❝❛t❡❣♦r② s❛t✐s✜❡s t❤❡ ✏❙♠✐t❤ ✐s ❍✉q✑ ❝♦♥❞✐t✐♦♥ ✐❢ t✇♦ ❡✛❡❝t✐✈❡ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ❛s s♦♦♥ ❛s t❤❡✐r ♥♦r♠❛❧✐s❛t✐♦♥s ❝♦♠♠✉t❡

◆♦t ❛❧❧ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s✳ ❈♦✉♥t❡r❡①❛♠♣❧❡s✿ ❞✐❣r♦✉♣s✱ ❧♦♦♣s✳ ❚❤❡ ✭❙❍✮ ❝♦♥❞✐t✐♦♥ ❆ ♣♦✐♥t❡❞ ▼❛❧✬ts❡✈ ❝❛t❡❣♦r② s❛t✐s✜❡s t❤❡ ✏❙♠✐t❤ ✐s ❍✉q✑ ❝♦♥❞✐t✐♦♥ ✐❢ t✇♦ ❡✛❡❝t✐✈❡ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ❛s s♦♦♥ ❛s t❤❡✐r ♥♦r♠❛❧✐s❛t✐♦♥s ❝♦♠♠✉t❡ ❊①❛♠♣❧❡s✿ ❣r♦✉♣s✱ r✐♥❣s✱ ▲✐❡ ❛❧❣❡❜r❛s✱ ❣r♦✉♣s ✇✐t❤ ♦♣❡r❛t✐♦♥s✳

❚❤❡ ✭❙❍✮ ❝♦♥❞✐t✐♦♥ ❆ ♣♦✐♥t❡❞ ▼❛❧✬ts❡✈ ❝❛t❡❣♦r② s❛t✐s✜❡s t❤❡ ✏❙♠✐t❤ ✐s ❍✉q✑ ❝♦♥❞✐t✐♦♥ ✐❢ t✇♦ ❡✛❡❝t✐✈❡ ❡q✉✐✈❛❧❡♥❝❡ r❡❧❛t✐♦♥s ♦♥ t❤❡ s❛♠❡ ♦❜❥❡❝t ❝❡♥tr❛❧✐s❡ ❡❛❝❤ ♦t❤❡r ❛s s♦♦♥ ❛s t❤❡✐r ♥♦r♠❛❧✐s❛t✐♦♥s ❝♦♠♠✉t❡ ❊①❛♠♣❧❡s✿ ❣r♦✉♣s✱ r✐♥❣s✱ ▲✐❡ ❛❧❣❡❜r❛s✱ ❣r♦✉♣s ✇✐t❤ ♦♣❡r❛t✐♦♥s✳ ◆♦t ❛❧❧ s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s✳ ❈♦✉♥t❡r❡①❛♠♣❧❡s✿ ❞✐❣r♦✉♣s✱ ❧♦♦♣s✳

❳▼ ●♣ ●♣❞ ●♣ ❈♦♥s❡q✉❡♥❝❡s✿ ❝r♦ss❡❞ ♠♦❞✉❧❡s ❛♥❞ ✐♥t❡r♥❛❧ str✉❝t✉r❡s ❈r♦ss❡❞ ♠♦❞✉❧❡s ♦❢ ❣r♦✉♣s✿ ❞ : ❍ → ● + ❛❝t✐♦♥ ♦❢ ● ♦♥ ❍ s✉❝❤ t❤❛t✿ ❞ ( ❣ · ❤ ) = ❣❞ ( ❤ ) ❣ − ✶ ; ✭P❳▼✮ ❞ ( ❤ ✶ ) · ❤ ✷ = ❤ ✶ ❤ ✷ ❤ − ✶ ✭P❊■❋❋❊❘✮ ✶ .

❈♦♥s❡q✉❡♥❝❡s✿ ❝r♦ss❡❞ ♠♦❞✉❧❡s ❛♥❞ ✐♥t❡r♥❛❧ str✉❝t✉r❡s ❈r♦ss❡❞ ♠♦❞✉❧❡s ♦❢ ❣r♦✉♣s✿ ❞ : ❍ → ● + ❛❝t✐♦♥ ♦❢ ● ♦♥ ❍ s✉❝❤ t❤❛t✿ ❞ ( ❣ · ❤ ) = ❣❞ ( ❤ ) ❣ − ✶ ; ✭P❳▼✮ ❞ ( ❤ ✶ ) · ❤ ✷ = ❤ ✶ ❤ ✷ ❤ − ✶ ✭P❊■❋❋❊❘✮ ✶ . ❳▼ ( ●♣ ) ≃ ●♣❞ ( ●♣ )

♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s r❡✢❡①✐✈❡ ❣r❛♣❤s ❝r♦ss❡❞ ♠♦❞✉❧❡s ❣r♦✉♣♦✐❞s ❜✉t ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s P❡✐✛❡r ❝r♦ss❡❞ ♠♦❞✉❧❡s ❚❤❡♦r❡♠ ✭▼❛rt✐♥s✲❋❡rr❡✐r❛✱ ❱❛♥ ❞❡r ▲✐♥❞❡♥✮ ♣r❡❝r♦ss❡❞ ♠♦❞✉❧❡s P❡✐✛❡r ❝r♦ss❡❞ ♠♦❞✉❧❡s ✐❢ ❛♥❞ ♦♥❧② ✐❢ ✭❙❍✮✳ ■♥t❡r♥❛❧ ❝r♦ss❡❞ ♠♦❞✉❧❡s ■♥t❡r♥❛❧ ✈❡rs✐♦♥ ♦❢ t❤✐s ❡q✉✐✈❛❧❡♥❝❡ ❢♦r s❡♠✐✲❛❜❡❧✐❛♥ ❝❛t❡❣♦r✐❡s ✭❏❛♥❡❧✐❞③❡✮✿