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➽❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣➾✿ ■♥❝❡♥t✐✈❡ ■♥❝♦♠♣❛t✐❜✐❧✐t② ✐♥ ▼✉❧t✐♣❧❡ ◗✉❛❧✐✜❡rs

❉♠✐tr② ❉❛❣❛❡✈1 ❑♦♥st❛♥t✐♥ ❙♦♥✐♥2

1❍✐❣❤❡r ❙❝❤♦♦❧ ♦❢ ❊❝♦♥♦♠✐❝s 2◆❡✇ ❊❝♦♥♦♠✐❝ ❙❝❤♦♦❧

▼♦s❝♦✇ ❋❡❜r✉❛r② ✷✻✱ ✷✵✶✸

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

P❧❛♥

◮ Pr♦❜❧❡♠ ♦❢ ♠❛♥✐♣✉❧❛❜✐❧✐t② ♦❢ ❢♦♦t❜❛❧❧ ♠❛t❝❤❡s ♦✉t❝♦♠❡s ◮ ❘❡❛❧✲✇♦r❧❞ ❡①❛♠♣❧❡s ◮ ▲✐t❡r❛t✉r❡ r❡✈✐❡✇ ◮ ❋♦r♠❛❧ ♠♦❞❡❧ ◮ P♦ss✐❜❧❡ ✜①❡s

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

Pr♦❜❧❡♠

❉♦ t❤❡ ❝♦♠♣❡t✐♥❣ t❡❛♠s ❤❛✈❡ ♣❡r✈❡rs❡ ✐♥❝❡♥t✐✈❡s t♦ ❧♦s❡ ❛ ❣❛♠❡ ❞❡❧✐❜❡r❛t❡❧②❄ ➽❨❡s➾✱ ✐❢

◮ t❡❛♠ ✐s ❜r✐❜❡❞ ◮ r❛♥❦✐♥❣ r✉❧❡ ♦r ❞✐str✐❜✉t✐♦♥ ♦❢ ♣r✐③❡s ✐s ♥♦t ♠♦♥♦t♦♥♦✉s ◮ t❤❡ ❣❛♠❡ ✐s ❝♦❛❧✐t✐♦♥❛❧

❲❤❛t ✐❢ ❛ t♦✉r♥❛♠❡♥t ✐s ❢❛✐r❄ ■♥ ❛ s✐♥❣❧❡ t♦✉r♥❛♠❡♥t ✖ ➽◆♦➾✳ ❇✉t ✐♥ ♠✉❧t✐♣❧❡ t♦✉r♥❛♠❡♥ts✳✳✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❘❡❛❧✲✇♦r❧❞ ❡①❛♠♣❧❡✶✿ ❘✉ss✐❛✲✷✵✶✶✴✷✵✶✷

❙t❛♥❞✐♥❣s ❛s ♦❢ ▼❛② ✽✱ ✷✵✶✷✿ P❧❛❝❡ ❚❡❛♠ Pts ✶ ❩❡♥✐t ❙t✳P❡t❡rs❜✉r❣ ✽✺ ✷ ❈❙❑❆ ▼♦s❝♦✇ ✼✸ ✸ ❙♣❛rt❛❦ ▼♦s❝♦✇ ✼✷ ✹ ❉②♥❛♠♦ ▼♦s❝♦✇ ✼✶ ✺ ❆♥③❤✐ ▼❛❦❤❛❝❤❦❛❧❛ ✼✵ ✻ ▲♦❦♦♠♦t✐✈ ▼♦s❝♦✇ ✻✻ ✼ ❘✉❜✐♥ ❑❛③❛♥✬ ✻✺ ✽ ❑✉❜❛♥✬ ❑r❛s♥♦❞❛r ✻✵ ❘❡♠❛✐♥✐♥❣ ♠❛t❝❤❡s ✭▼❛② ✶✸✮✿ ❑✉❜❛♥✬ ✕ ❉②♥❛♠♦✱ ❘✉❜✐♥ ✕ ❈❙❑❆✱ ▲♦❦♦♠♦t✐✈ ✕ ❙♣❛rt❛❦✱ ❆♥③❤✐ ✕ ❩❡♥✐t✳ ❈✉♣ ✜♥❛❧ ✭▼❛② ✾✮✿ ❘✉❜✐♥ ✕ ❉②♥❛♠♦✳

✶❈r❡❞✐ts t♦ ❉r✳ ❆♥❞r❡✐ ❇r✐❝❤❦✐♥ ✇❤♦ ✐♥✐t✐❛❧❧② ♥♦t✐❝❡❞ t❤✐s ❞r❛✇❜❛❝❦ ❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❘❡❛❧✲✇♦r❧❞ ❡①❛♠♣❧❡✿ ❘✉ss✐❛✲✷✵✶✶✴✷✵✶✷

❚✇♦ ♠❛❥♦r ❊✉r♦♣❡❛♥ ✐♥t❡r♥❛t✐♦♥❛❧ t♦✉r♥❛♠❡♥ts✿ ❯❊❋❆ ❈❤❛♠♣✐♦♥s ▲❡❛❣✉❡ ❛♥❞ ❯❊❋❆ ❊✉r♦♣❛ ▲❡❛❣✉❡ ❇❡rt❤s ❛r❡ ❞✐str✐❜✉t❡❞ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ ❢♦❧❧♦✇✐♥❣ r✉❧❡s✿ ✶✳ ❚❡❛♠s t❤❛t ❛r❡ r❛♥❦❡❞ ✶st ❛♥❞ ✷♥❞ ✐♥ t❤❡ ❘✉ss✐❛♥ ♥❛t✐♦♥❛❧ ❝❤❛♠♣✐♦♥s❤✐♣ q✉❛❧✐❢② ❢♦r t❤❡ ❈❤❛♠♣✐♦♥s ▲❡❛❣✉❡✳ ✷✳ ❚❡❛♠s t❤❛t ❛r❡ r❛♥❦❡❞ ✸r❞ t♦ ✺t❤ ✐♥ t❤❡ ♥❛t✐♦♥❛❧ ❝❤❛♠♣✐♦♥s❤✐♣ q✉❛❧✐❢② ❢♦r t❤❡ ❊✉r♦♣❛ ▲❡❛❣✉❡✳ ✸✳ ❘✉ss✐❛♥ ❝✉♣ ✇✐♥♥❡r q✉❛❧✐✜❡s ❢♦r t❤❡ ❊✉r♦♣❛ ▲❡❛❣✉❡✳ ✹✳ ■❢ ❝✉♣ ✇✐♥♥❡r ✐s r❛♥❦❡❞ ✶st ♦r ✷♥❞ ✐♥ t❤❡ ♥❛t✐♦♥❛❧ ❝❤❛♠♣✐♦♥s❤✐♣✱ t❤❡♥ t❤✐s t❡❛♠ q✉❛❧✐✜❡s ❢♦r t❤❡ ❈❤❛♠♣✐♦♥s ▲❡❛❣✉❡✱ ❛♥❞ t❤❡ ❝✉♣ r✉♥♥❡r✲✉♣ q✉❛❧✐✜❡s ❢♦r t❤❡ ❊✉r♦♣❛ ▲❡❛❣✉❡✳ ✺✳ ■❢ ❈✉♣ ✇✐♥♥❡r ✐s r❛♥❦❡❞ ✸r❞ t♦ ✺t❤ ✐♥ t❤❡ ♥❛t✐♦♥❛❧ ❝❤❛♠♣✐♦♥s❤✐♣✱ t❤❡♥ t❤❡ t❡❛♠ r❛♥❦❡❞ ✻t❤ ✐♥ t❤❡ ♥❛t✐♦♥❛❧ ❝❤❛♠♣✐♦♥s❤✐♣ q✉❛❧✐✜❡s ❢♦r t❤❡ ❊✉r♦♣❛ ▲❡❛❣✉❡✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❘❡❛❧✲✇♦r❧❞ ❡①❛♠♣❧❡✿ ❘✉ss✐❛✲✷✵✶✶✴✷✵✶✷

❙✉♣♣♦s❡ t❤❛t ❉②♥❛♠♦ ✇✐♥s t❤❡ ❘✉ss✐❛♥ ❈✉♣ ❛♥❞ ❜❡❛ts ❑✉❜❛♥✬✱ ❛♥❞ ❘✉❜✐♥ ✕ ❈❙❑❆ ✐s ❛ ❞r❛✇✳ ❆♥③❤✐ ✕ ❩❡♥✐t ❣❛♠❡ ✐s ✐rr❡❧❡✈❛♥t✳

▲♦❦♦♠♦t✐✈✬s ✇✐♥ ➑ ❚❡❛♠ Pts ✶ ❩❡♥✐t ✽✺ ✷ ❉②♥❛♠♦ ✼✹ ✸ ❈❙❑❆ ✼✹ ✹ ❙♣❛rt❛❦ ✼✷ ✺ ❆♥③❤✐ ✼✵ ✻ ▲♦❦♦♠♦t✐✈ ✻✾ ✼ ❘✉❜✐♥ ✻✻ ✽ ❑✉❜❛♥ ✻✵ ❉r❛✇ ➑ ❚❡❛♠ Pts ✶ ❩❡♥✐t ✽✺ ✷ ❉②♥❛♠♦ ✼✹ ✸ ❈❙❑❆ ✼✹ ✹ ❙♣❛rt❛❦ ✼✸ ✺ ❆♥③❤✐ ✼✵ ✻ ▲♦❦♦♠♦t✐✈ ✻✼ ✼ ❘✉❜✐♥ ✻✻ ✽ ❑✉❜❛♥ ✻✵ ▲♦❦♦♠♦t✐✈✬s ❧♦ss ➑ ❚❡❛♠ Pts ✶ ❩❡♥✐t ✽✺ ✷ ❙♣❛rt❛❦ ✼✺ ✸ ❉②♥❛♠♦ ✼✹ ✹ ❈❙❑❆ ✼✹ ✺ ❆♥③❤✐ ✼✵ ✻ ▲♦❦♦♠♦t✐✈ ✻✻ ✼ ❘✉❜✐♥ ✻✻ ✽ ❑✉❜❛♥ ✻✵

▲♦❦♦♠♦t✐✈ ❤❛s ❛❧❧ t❤❡ ✐♥❝❡♥t✐✈❡s t♦ ❧♦s❡✦

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

▲✐t❡r❛t✉r❡ r❡✈✐❡✇

◮ ✭❍❛r❛r②✱ ▼♦s❡r✱ ✶✾✻✻✮ ❘❛♥❦✐♥❣ t❡❛♠s ❂ ❆❣❣r❡❣❛t✐♦♥ ♦❢

✈♦t❡rs✬ ♣r❡❢❡r❡♥❝❡s

◮ ✭❆rr♦✇✱ ✶✾✻✸✮ ❙❡✈❡r❛❧ ❤✐❣❤❧② ❞❡s✐r❡❞ ♣r♦♣❡rt✐❡s ♦❢ ❛❣❣r❡❣❛t✐♦♥

♦❢ ✈♦t❡rs✬ ♣r❡❢❡r❡♥❝❡s r✉❧❡s✳ ❆rr♦✇✬s ✐♠♣♦ss✐❜✐❧✐t② t❤❡♦r❡♠✳

◮ ✭❘✉❜✐♥st❡✐♥✱ ✶✾✽✺✮ ❙✐♠✐❧❛r ❛♣♣r♦❛❝❤ ❢♦r t❤❡ ♣r♦❜❧❡♠ ♦❢ r❛♥❦✐♥❣

♣❛rt✐❝✐♣❛♥ts ✐♥ t❤❡ r♦✉♥❞✲r♦❜✐♥ t♦✉r♥❛♠❡♥t

◮ ✭●✐❜❜❛r❞✱ ✶✾✼✸❀ ❙❛tt❡rt❤✇❛✐t❡✱ ✶✾✼✺❀ ❉✉❣❣❛♥✱ ❙❝❤✇❛rt③✱ ✷✵✵✵✮

❯♥❞❡r ➽❣♦♦❞ ❡♥♦✉❣❤➾ ❛❣❣r❡❣❛t✐♦♥ r✉❧❡s t❤❡r❡ ❛❧✇❛②s ❡①✐sts ❛ ✈♦t❡r ✇❤♦ ❝❛♥ ♣r♦✜t❛❜❧② ❞❡✈✐❛t❡ ❢r♦♠ ❤✐s tr✉❧② ♣r❡❢❡r❡♥❝❡s

◮ ✭❘✉ss❡❧❧✱ ❲❛❧s❤✱ ✷✵✵✾✮ ❈♦❛❧✐t✐♦♥❛❧ ♠❛♥✐♣✉❧❛t✐♥❣ ✐♥ ❝✉♣s ❛♥❞

r♦✉♥❞✲r♦❜✐♥ ❝♦♠♣❡t✐t✐♦♥s

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❡♦r② ✕ ❞❡✜♥✐t✐♦♥s

❚♦✉r♥❛♠❡♥t ✐s ❛ ♣❛✐r (X, v(x, y))✱ ✇❤❡r❡ X ✐s ❛ ♥♦♥✲❡♠♣t② ✜♥✐t❡ s❡t ♦❢ t❤❡ t❡❛♠s ❛♥❞ v(x, y) ✐s ❛ ❢✉♥❝t✐♦♥ ✇❤✐❝❤ s❛t✐s✜❡s t❤❡ ❢♦❧❧♦✇✐♥❣ t❤r❡❡ ❝♦♥❞✐t✐♦♥s✿ ✶✮ v(x, y) ✐s ❞❡✜♥❡❞ ♦♥ t❤❡ s❡t (X × X) \ {(x, y)|x = y}❀ ✷✮ ✐♠❛❣❡ ♦❢ v(x, y) ✐s ❛ s✉❜s❡t ♦❢ t❤❡ s❡t {−1, 0, 1}❀ ✸✮ ❢♦r ❡❛❝❤ x0, y0 ∈ X✱ x0 = y0✱ t❤❡ ❡q✉❛❧✐t② v(x0, y0) = −v(y0, x0) ❤♦❧❞s✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❊①❛♠♣❧❡

❊①❛♠♣❧❡✳ ❈♦♥s✐❞❡r ❛ t♦✉r♥❛♠❡♥t T = (X, v0)✱ ✇❤❡r❡ X = {A, B, C, D} ❛♥❞ ❝❤❛r❛❝t❡r✐st✐❝ ❢✉♥❝t✐♦♥ v0 ✐s ❣✐✈❡♥ ❜② t❤❡ ❢♦❧❧♦✇✐♥❣ t❛❜❧❡✿ A B C D A ✲ ✶ ✲✶ ✲✶ B ✲✶ ✲ ✶ ✵ C ✶ ✲✶ ✲ ✲✶ D ✶ ✵ ✶ ✲

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❡♦r② ✕ ❞❡✜♥✐t✐♦♥s

❘❛♥❦✐♥❣ ♠❡t❤♦❞ S = S(v) ✐s ❛ r✉❧❡ t❤❛t ♦r❞❡rs t❤❡ ♣❛rt✐❝✐♣❛t✐♥❣ t❡❛♠s ✐♥ ❛❝❝♦r❞❛♥❝❡ ✇✐t❤ t❤❡ r❡s✉❧ts ♦❢ ❛❧❧ ♠❛t❝❤❡s v✳ ■❢ |X| = n✱ t❤❡♥ S(v) = (s1(v), ..., sn(v))✱ ✇❤❡r❡ si(v) ✐s t❤❡ ♣❧❛❝❡ ❛ss✐❣♥❡❞ t♦ i✲t❤ t❡❛♠ ❜② t❤❡ r❛♥❦✐♥❣ ♠❡t❤♦❞ S✳ ■❢ ❢♦r ❛♥② ✱ ✇❡ s❛② t❤❛t t❤❡ s❡t ✐s str✐❝t❧② t♦t❛❧❧② ♦r❞❡r❡❞ ❘❛♥❦✐♥❣ ♠❡t❤♦❞ ✐s ✇❡❧❧✲❞❡✜♥❡❞ ✐✛ ❢♦r ❛♥② ❝❤❛r❛❝t❡r✐st✐❝ ❢✉♥❝t✐♦♥ t❤❡ s❡t ✐s str✐❝t❧② t♦t❛❧❧② ♦r❞❡r❡❞✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❡♦r② ✕ ❞❡✜♥✐t✐♦♥s

❘❛♥❦✐♥❣ ♠❡t❤♦❞ S = S(v) ✐s ❛ r✉❧❡ t❤❛t ♦r❞❡rs t❤❡ ♣❛rt✐❝✐♣❛t✐♥❣ t❡❛♠s ✐♥ ❛❝❝♦r❞❛♥❝❡ ✇✐t❤ t❤❡ r❡s✉❧ts ♦❢ ❛❧❧ ♠❛t❝❤❡s v✳ ■❢ |X| = n✱ t❤❡♥ S(v) = (s1(v), ..., sn(v))✱ ✇❤❡r❡ si(v) ✐s t❤❡ ♣❧❛❝❡ ❛ss✐❣♥❡❞ t♦ i✲t❤ t❡❛♠ ❜② t❤❡ r❛♥❦✐♥❣ ♠❡t❤♦❞ S✳ ■❢ si(v) = sj(v) ❢♦r ❛♥② i = j✱ ✇❡ s❛② t❤❛t t❤❡ s❡t S(v) ✐s str✐❝t❧② t♦t❛❧❧② ♦r❞❡r❡❞ ❘❛♥❦✐♥❣ ♠❡t❤♦❞ ✐s ✇❡❧❧✲❞❡✜♥❡❞ ✐✛ ❢♦r ❛♥② ❝❤❛r❛❝t❡r✐st✐❝ ❢✉♥❝t✐♦♥ t❤❡ s❡t ✐s str✐❝t❧② t♦t❛❧❧② ♦r❞❡r❡❞✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❡♦r② ✕ ❞❡✜♥✐t✐♦♥s

❘❛♥❦✐♥❣ ♠❡t❤♦❞ S = S(v) ✐s ❛ r✉❧❡ t❤❛t ♦r❞❡rs t❤❡ ♣❛rt✐❝✐♣❛t✐♥❣ t❡❛♠s ✐♥ ❛❝❝♦r❞❛♥❝❡ ✇✐t❤ t❤❡ r❡s✉❧ts ♦❢ ❛❧❧ ♠❛t❝❤❡s v✳ ■❢ |X| = n✱ t❤❡♥ S(v) = (s1(v), ..., sn(v))✱ ✇❤❡r❡ si(v) ✐s t❤❡ ♣❧❛❝❡ ❛ss✐❣♥❡❞ t♦ i✲t❤ t❡❛♠ ❜② t❤❡ r❛♥❦✐♥❣ ♠❡t❤♦❞ S✳ ■❢ si(v) = sj(v) ❢♦r ❛♥② i = j✱ ✇❡ s❛② t❤❛t t❤❡ s❡t S(v) ✐s str✐❝t❧② t♦t❛❧❧② ♦r❞❡r❡❞ ❘❛♥❦✐♥❣ ♠❡t❤♦❞ S = S(v) ✐s ✇❡❧❧✲❞❡✜♥❡❞ ✐✛ ❢♦r ❛♥② ❝❤❛r❛❝t❡r✐st✐❝ ❢✉♥❝t✐♦♥ v t❤❡ s❡t S(v) ✐s str✐❝t❧② t♦t❛❧❧② ♦r❞❡r❡❞✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❊①❛♠♣❧❡ ✭❝♦♥t❞✮

▲❡t X = {A, B, C, D} ❛♥❞ S = S(v) ❜❡ t❤❡ ❢♦❧❧♦✇✐♥❣ r❛♥❦✐♥❣ ♠❡t❤♦❞✿ ✶✮ ❱✐❝t♦r② ❂ ✸ ♣♦✐♥ts✱ ❉r❛✇ ❂ ✶ ♣♦✐♥t✱ ❉❡❢❡❛t ❂ ✵ ♣♦✐♥ts❀ ✷✮ ▼♦r❡ ♣♦✐♥ts ⇒ r❛♥❦❡❞ ❤✐❣❤❡r❀ ✸✮ ❙❛♠❡ ♥✉♠❜❡r ♦❢ ♣♦✐♥ts ⇒ ♠❛t❝❤❡s ❜❡t✇❡❡♥ t❤❡s❡ t❡❛♠s ❛r❡ ❝♦♥s✐❞❡r❡❞❀ ✹✮ ■♥✐t✐❛❧ s❡❡❞✐♥❣✿ A ≻ B ≻ C ≻ D✳ ❋♦r ❛♥② r❛♥❦✐♥❣ ❞❡✜♥❡s ❛ str✐❝t❧② t♦t❛❧❧② ♦r❞❡r❡❞ s❡t ♦❢ t❤❡ t❡❛♠s ❢r♦♠ ✳ ❚❤✉s✱ ✐s ✇❡❧❧✲❞❡✜♥❡❞✳ ■♥ ♣❛rt✐❝✉❧❛r✱ ✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❊①❛♠♣❧❡ ✭❝♦♥t❞✮

▲❡t X = {A, B, C, D} ❛♥❞ S = S(v) ❜❡ t❤❡ ❢♦❧❧♦✇✐♥❣ r❛♥❦✐♥❣ ♠❡t❤♦❞✿ ✶✮ ❱✐❝t♦r② ❂ ✸ ♣♦✐♥ts✱ ❉r❛✇ ❂ ✶ ♣♦✐♥t✱ ❉❡❢❡❛t ❂ ✵ ♣♦✐♥ts❀ ✷✮ ▼♦r❡ ♣♦✐♥ts ⇒ r❛♥❦❡❞ ❤✐❣❤❡r❀ ✸✮ ❙❛♠❡ ♥✉♠❜❡r ♦❢ ♣♦✐♥ts ⇒ ♠❛t❝❤❡s ❜❡t✇❡❡♥ t❤❡s❡ t❡❛♠s ❛r❡ ❝♦♥s✐❞❡r❡❞❀ ✹✮ ■♥✐t✐❛❧ s❡❡❞✐♥❣✿ A ≻ B ≻ C ≻ D✳ ❋♦r ❛♥② v r❛♥❦✐♥❣ S ❞❡✜♥❡s ❛ str✐❝t❧② t♦t❛❧❧② ♦r❞❡r❡❞ s❡t S(v) ♦❢ t❤❡ t❡❛♠s ❢r♦♠ X✳ ❚❤✉s✱ S ✐s ✇❡❧❧✲❞❡✜♥❡❞✳ ■♥ ♣❛rt✐❝✉❧❛r✱ ✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❊①❛♠♣❧❡ ✭❝♦♥t❞✮

▲❡t X = {A, B, C, D} ❛♥❞ S = S(v) ❜❡ t❤❡ ❢♦❧❧♦✇✐♥❣ r❛♥❦✐♥❣ ♠❡t❤♦❞✿ ✶✮ ❱✐❝t♦r② ❂ ✸ ♣♦✐♥ts✱ ❉r❛✇ ❂ ✶ ♣♦✐♥t✱ ❉❡❢❡❛t ❂ ✵ ♣♦✐♥ts❀ ✷✮ ▼♦r❡ ♣♦✐♥ts ⇒ r❛♥❦❡❞ ❤✐❣❤❡r❀ ✸✮ ❙❛♠❡ ♥✉♠❜❡r ♦❢ ♣♦✐♥ts ⇒ ♠❛t❝❤❡s ❜❡t✇❡❡♥ t❤❡s❡ t❡❛♠s ❛r❡ ❝♦♥s✐❞❡r❡❞❀ ✹✮ ■♥✐t✐❛❧ s❡❡❞✐♥❣✿ A ≻ B ≻ C ≻ D✳ ❋♦r ❛♥② v r❛♥❦✐♥❣ S ❞❡✜♥❡s ❛ str✐❝t❧② t♦t❛❧❧② ♦r❞❡r❡❞ s❡t S(v) ♦❢ t❤❡ t❡❛♠s ❢r♦♠ X✳ ❚❤✉s✱ S ✐s ✇❡❧❧✲❞❡✜♥❡❞✳ ■♥ ♣❛rt✐❝✉❧❛r✱ S(v0) = D ≻ B ≻ A ≻ C✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❡♦r② ✕ ❞❡✜♥✐t✐♦♥s

N1

v (i)✱ N0 v (i) ❛♥❞ N−1 v (i) ❂ ♥✉♠❜❡rs ♦❢ ✇✐♥s✱ ❞r❛✇s ❛♥❞ ❧♦ss❡s ♦❢

t❡❛♠ i r❡s♣❡❝t✐✈❡❧②✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❡♦r② ✕ ❞❡✜♥✐t✐♦♥s

❘❛♥❦✐♥❣ ♠❡t❤♦❞ S s❛t✐s✜❡s ♠♦♥♦t♦♥✐❝✐t② ♣r♦♣❡rt②✱ ✐✛ ❢♦r ❛♥② ❝❤❛r❛❝t❡r✐st✐❝ ❢✉♥❝t✐♦♥ v ❛♥❞ ❢♦r ❛♥② t✇♦ t❡❛♠s x, y ∈ X s✉❝❤ t❤❛t N1

v (x) N1 v (y),

N1

v (x) + N0 v (x) N1 v (y) + N0 v (y),

✭✶✮ ✇❤❡r❡ ❛t ❧❡❛st ♦♥❡ ♦❢ t❤❡ ✐♥❡q✉❛❧✐t✐❡s ✐♥ ✭✶✮ ✐s str✐❝t✱ sx(v) < sy(v) ❤♦❧❞s✳ ❆❧❧ r❡❛s♦♥❛❜❧❡ r❛♥❦✐♥❣ ♠❡t❤♦❞s s❛t✐s❢② ♠♦♥♦t♦♥✐❝✐t② ♣r♦♣❡rt②✳ ✬▼♦r❡ ✇✐♥s r❛♥❦❡❞ ✇♦rs❡✬ ❞♦❡s♥✬t

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❡♦r② ✕ ❞❡✜♥✐t✐♦♥s

❘❛♥❦✐♥❣ ♠❡t❤♦❞ S s❛t✐s✜❡s ♠♦♥♦t♦♥✐❝✐t② ♣r♦♣❡rt②✱ ✐✛ ❢♦r ❛♥② ❝❤❛r❛❝t❡r✐st✐❝ ❢✉♥❝t✐♦♥ v ❛♥❞ ❢♦r ❛♥② t✇♦ t❡❛♠s x, y ∈ X s✉❝❤ t❤❛t N1

v (x) N1 v (y),

N1

v (x) + N0 v (x) N1 v (y) + N0 v (y),

✭✶✮ ✇❤❡r❡ ❛t ❧❡❛st ♦♥❡ ♦❢ t❤❡ ✐♥❡q✉❛❧✐t✐❡s ✐♥ ✭✶✮ ✐s str✐❝t✱ sx(v) < sy(v) ❤♦❧❞s✳ ❆❧❧ r❡❛s♦♥❛❜❧❡ r❛♥❦✐♥❣ ♠❡t❤♦❞s s❛t✐s❢② ♠♦♥♦t♦♥✐❝✐t② ♣r♦♣❡rt②✳ ✬▼♦r❡ ✇✐♥s ⇒ r❛♥❦❡❞ ✇♦rs❡✬ ❞♦❡s♥✬t

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❡♦r② ✕ ❞❡✜♥✐t✐♦♥s

◮ ❖♥❡ ✐♥t❡r♥❛t✐♦♥❛❧ t♦✉r♥❛♠❡♥t ❛♥❞ N ❞♦♠❡st✐❝ t♦✉r♥❛♠❡♥ts

t❛❦❡ ♣❧❛❝❡✱ N 2✳

◮ ❚✐❝❦❡ts t♦ ✐♥t❡r♥❛t✐♦♥❛❧ t♦✉r♥❛♠❡♥t ❛r❡ t❤❡ ♦♥❧② ♣r✐③❡s ✐♥

❞♦♠❡st✐❝ t♦✉r♥❛♠❡♥ts✳

◮ X = {1, 2, ..., K}✱ K 1✳ ◮ bi ✐s t❤❡ ♥✉♠❜❡r ♦❢ t✐❝❦❡ts ✐♥t♦ ✐♥t❡r♥❛t✐♦♥❛❧ t♦✉r♥❛♠❡♥t

❧❛②✐♥❣ ♦♥ t❤❡ ❧✐♥❡ ✐♥ t♦✉r♥❛♠❡♥t i✱ i = 1, ..., K✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❡♦r② ✕ ❞❡✜♥✐t✐♦♥s

❲❤❛t ✐❢ ❛ ❝❡rt❛✐♥ t❡❛♠ ❣❡ts t❤❡ t✐❝❦❡t ✐♥t♦ ✐♥t❡r♥❛t✐♦♥❛❧ t♦✉r♥❛♠❡♥t ♠♦r❡ t❤❛♥ ♦♥❝❡❄ ■♥ t❤❡ ❡①tr❡♠❡ ❝❛s❡ t❤❡r❡ ✇✐❧❧ ❜❡ ♦♥❧② max

i

bi ❝♦♥t❡st❡❞ t✐❝❦❡ts ✐♥st❡❛❞ ♦❢

i

bi✳ ❘❡❞✐str✐❜✉t✐♦♥ r✉❧❡ ♠✉st ❜❡ ❞❡✜♥❡❞

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❊①❛♠♣❧❡

◮ ✷ ❞♦♠❡st✐❝ t♦✉r♥❛♠❡♥ts✱ ✶ ✐♥t❡r♥❛t✐♦♥❛❧ t♦✉r♥❛♠❡♥t ◮ ✸ ♣❛rt✐❝✐♣❛t✐♥❣ t❡❛♠s ◮ ✷ t✐❝❦❡ts t♦ ✐♥t❡r♥❛t✐♦♥❛❧ t♦✉r♥❛♠❡♥t✱ b1 = b2 = 1 ◮ ❘❡❞✐str✐❜✉t✐♦♥ r✉❧❡✿ ✐❢ ♦♥❡ t❡❛♠ ✇✐♥s ❜♦t❤ t♦✉r♥❛♠❡♥ts ✭✐t

♠❡❛♥s t❤❛t t❤❡r❡ ✐s ♦♥❡ ✈❛❝❛♥t t✐❝❦❡t✮✱ t❤❡♥ t❤❡ s❡❝♦♥❞ t✐❝❦❡t ✐s ❣✐✈❡♥ t♦ t❤❡ t❡❛♠ t❤❛t ✜♥✐s❤❡❞ ♦♥ t❤❡ s❡❝♦♥❞ ♣❧❛❝❡ ✐♥ t❤❡ ✜rst t♦✉r♥❛♠❡♥t✳ ❘❡❞✐str✐❜✉t✐♦♥ r✉❧❡ ✐s ❛ ❧❛❜❡❧❧❡❞ tr❡❡ ❧✐❦❡ t❤✐s✿

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❡♦r❡♠

❚❤❡♦r❡♠✳ ▲❡t t❤❡ ❢♦❧❧♦✇✐♥❣ ✜✈❡ ❝♦♥❞✐t✐♦♥s ❤♦❧❞ s✐♠✉❧t❛♥❡♦✉s❧②✿ ✶✮ N 2❀ ✷✮ bi 1 ❢♦r ❡❛❝❤ i = 1, ..., N❀ ✸✮ K > max

• i

bi, 3

• ❀

✹✮ ❢♦r ❡❛❝❤ i = 1, ..., N r❛♥❦✐♥❣ ♠❡t❤♦❞ Si ✐s ✇❡❧❧✲❞❡✜♥❡❞❀ ✺✮ ❢♦r ❡❛❝❤ i = 1, ..., N r❛♥❦✐♥❣ ♠❡t❤♦❞ Si s❛t✐s✜❡s ♠♦♥♦t♦♥✐❝✐t② ♣r♦♣❡rt②✳ ❚❤❡♥ ❢♦r ❛♥② r❛♥❦✐♥❣ ♠❡t❤♦❞s S1(v), ..., SN(v) ❛♥❞ ❢♦r ❛♥② r❡❞✐str✐❜✉t✐♥❣ r✉❧❡ R t❤❡r❡ ❡①✐st s✉❝❤ ❝❤❛r❛❝t❡r✐st✐❝ ❢✉♥❝t✐♦♥s v1, ..., vN, w ❛♥❞ i✱ 1 i N✱ t❤❛t t❤❡ ❢♦❧❧♦✇✐♥❣ ❢♦✉r ❝♦♥❞✐t✐♦♥s ❤♦❧❞ s✐♠✉❧t❛♥❡♦✉s❧②✿

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❡♦r❡♠

✐✮ t❤❡r❡ ❡①✐sts t❤❡ ❝♦❧❧❡❝t✐♦♥ (x0, y0)✱ s✉❝❤ t❤❛t vi(x0, y0) = 1 ❛♥❞ w(x0, y0) = −1❀ ✐✐✮ ❢♦r ❛♥② ❝♦❧❧❡❝t✐♦♥ (x, y)✱ ❞✐✛❡r❡♥t ❢r♦♠ (x0, y0)✱ ❤♦❧❞s t❤❡ ❡q✉❛❧✐t② w(x, y) = vi(x, y)❀ ✐✐✐✮ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ st❛♥❞✐♥❣s S1(v1), ..., Si−1(vi−1), Si(vi), Si+1(v + 1), ..., SN(vN) t❡❛♠ x ❣❡ts ❛ t✐❝❦❡t t♦ ✐♥t❡r♥❛t✐♦♥❛❧ t♦✉r♥❛♠❡♥t❀ ✐✈✮ ❛❝❝♦r❞✐♥❣ t♦ t❤❡ st❛♥❞✐♥❣s S1(v1), ..., Si−1(vi−1), Si(w), Si+1(v + 1), ..., SN(vN) t❡❛♠ x ❞♦❡s♥✬t ❣❡t ❛ t✐❝❦❡t t♦ ✐♥t❡r♥❛t✐♦♥❛❧ t♦✉r♥❛♠❡♥t✳ ■♥ ♦t❤❡r ✇♦r❞s✱ ❢♦r ❡❛❝❤ ➽❣♦♦❞➾ r❛♥❦✐♥❣ ♠❡t❤♦❞s ❛♥❞ r❡❞✐str✐❜✉t✐♦♥ r✉❧❡ ✐t ✐s ♣♦ss✐❜❧❡ t♦ ❣✐✈❡ ❛♥ ❡①❛♠♣❧❡ ♦❢ t♦✉r♥❛♠❡♥t r❡s✉❧ts✱ ✇❤❡♥ ❛ t❡❛♠ ♣r❡❢❡rs t♦ ❧♦s❡

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

■❞❡❛ ♦❢ t❤❡ ♣r♦♦❢✳ ❊①❛♠♣❧❡

◮ ✷ ❞♦♠❡st✐❝ t♦✉r♥❛♠❡♥ts✱ ✶ ✐♥t❡r♥❛t✐♦♥❛❧ t♦✉r♥❛♠❡♥t ◮ ✹ ♣❛rt✐❝✐♣❛t✐♥❣ t❡❛♠s ◮ ✷ t✐❝❦❡ts t♦ ✐♥t❡r♥❛t✐♦♥❛❧ t♦✉r♥❛♠❡♥t✱ b1 = b2 = 1 ◮ ❘❡❞✐str✐❜✉t✐♦♥ r✉❧❡✿ ✐❢ ♦♥❡ t❡❛♠ ✇✐♥s ❜♦t❤ t♦✉r♥❛♠❡♥ts✱ t❤❡♥

t❤❡ s❡❝♦♥❞ t✐❝❦❡t ✐s ❣✐✈❡♥ t♦ t❤❡ t❡❛♠ t❤❛t ✜♥✐s❤❡❞ ♦♥ t❤❡ s❡❝♦♥❞ ♣❧❛❝❡ ✐♥ t❤❡ ✜rst t♦✉r♥❛♠❡♥t✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

• ❡♥❡r❛❧✐③❛t✐♦♥s

✶✳ ▼♦st ♦❢ ❊✉r♦♣❡❛♥ ❢♦♦t❜❛❧❧ ♥❛t✐♦♥❛❧ ❝❤❛♠♣✐♦♥s❤✐♣s ❛r❡ r✉♥ ✐♥ t✇♦ r♦✉♥❞s ♦♥ t❤❡ ❤♦♠❡✲❛✇❛② ❜❛s✐s ✷✳ ❙♦♠❡t✐♠❡s t❡❛♠s ❝♦♠♣❡t❡ ❢♦r t✐❝❦❡ts t♦ s❡✈❡r❛❧ t♦✉r♥❛♠❡♥ts✱ ♥♦t t♦ ♦♥❡✳ ❊①❛♠♣❧❡✿ ❈❤❛♠♣✐♦♥s ▲❡❛❣✉❡ ❛♥❞ ❊✉r♦♣❛ ▲❡❛❣✉❡✳ ✸✳ P❧❛②✲♦✛ t♦✉r♥❛♠❡♥ts

◮ ◆♦ ✐♥❝❡♥t✐✈❡s t♦ ❧♦s❡ ✐♥ ❛ ♣❧❛②✲♦✛ t♦✉r♥❛♠❡♥t ◮ ■❢ t❤❡r❡ ✐s ♦♥❡ ♣❧❛②✲♦✛ t♦✉r♥❛♠❡♥t ✭❈✉♣✮ ❛♥❞ ♦♥❡ r♦✉♥❞✲r♦❜✐♥

t♦✉r♥❛♠❡♥t ✭❈❤❛♠♣✐♦♥s❤✐♣✮ ✐t ❝♦✉❧❞ ❜❡ ♣r♦✜t❛❜❧❡ t♦ ❧♦s❡ ✐♥ r♦✉♥❞✲r♦❜✐♥ t♦✉r♥❛♠❡♥t ✐♥ ♦r❞❡r t♦ ♣✉s❤ ❛ ❝❡rt❛✐♥ t❡❛♠ t❤❛t ✐s s✉❝❝❡ss❢✉❧ ✐♥ ❜♦t❤ t♦✉r♥❛♠❡♥ts ❤✐❣❤❡r ❛♥❞ t♦ ❣❛✐♥ ❢r♦♠ r❡❞✐str✐❜✉t✐♦♥

◮ ❍♦✇❡✈❡r✱ ✐t ✐s ♣♦ss✐❜❧❡ ♦♥❧② ✐❢ r❡❞✐str✐❜✉t✐♦♥ ❢❛✈♦✉rs ♣❧❛②✲♦✛

t♦✉r♥❛♠❡♥t

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❆❞✈✐❝❡ t♦ ❯❊❋❆

✲❍♦✇ t♦ ♣r❡✈❡♥t ❝❛s❡s ❧✐❦❡ ❘✉ss✐❛✲✷✵✶✶✴✷✵✶✷❄ ✲❏✉st ♠❛❦❡ r❡❞✐str✐❜✉t✐♦♥ r✉❧❡ ❛❧✇❛②s ❢❛✈♦✉r✐♥❣ ❝❤❛♠♣✐♦♥s❤✐♣✱ ♥♦t ❝✉♣✳ ❆✈♦✐❞ t❤❡ r✉❧❡s ❧✐❦❡ t❤✐s✿

✹✳ ■❢ ❝✉♣ ✇✐♥♥❡r ✐s r❛♥❦❡❞ ✶st ♦r ✷♥❞ ✐♥ t❤❡ ♥❛t✐♦♥❛❧ ❝❤❛♠♣✐♦♥s❤✐♣✱ t❤❡♥ t❤✐s t❡❛♠ q✉❛❧✐✜❡s ❢♦r t❤❡ ❈❤❛♠♣✐♦♥s ▲❡❛❣✉❡✱ ❛♥❞ t❤❡ ❝✉♣ r✉♥♥❡r✲✉♣ q✉❛❧✐✜❡s ❢♦r t❤❡ ❊✉r♦♣❛ ▲❡❛❣✉❡✳

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣

❚❤❛♥❦ ②♦✉

❉♠✐tr② ❉❛❣❛❡✈✱ ❑♦♥st❛♥t✐♥ ❙♦♥✐♥ ❲✐♥♥✐♥❣ ❜② ▲♦s✐♥❣