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  1. ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ■◆❘■❆ ◆♦✈❡♠❜❡r ✷✵✶✷ ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✶ ✴ ✶✺

  2. ▼♦t✐✈❛t✐♦♥ ●♦❛❧✿ ♣r♦❞✉❝❡ ❝♦❞❡ t❤❛t ✐s ❝♦rr❡❝t ❛♥❞ ❡✣❝✐❡♥t ❈♦rr❡❝t ❝♦❞❡ ✿ ♠❡❝❤❛♥✐❝❛❧❧②✲✈❡r✐✜❡❞ ♦r ❥✉st ♠♦r❡ ❧✐❦❡❧② t♦ ❜❡ ❜✉❣✲❢r❡❡ ❊✣❝✐❡♥t ❝♦❞❡ ✿ s✉♣♣♦rt ❢♦r ✐♠♣❡r❛t✐✈❡ ♣r♦❣r❛♠♠✐♥❣ ❝♦♠♣✐❧❡❞ ✇✐t❤ ❛♥ ♦♣t✐♠✐③✐♥❣ ❝♦♠♣✐❧❡r ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✷ ✴ ✶✺

  3. ❈♦rr❡❝t♥❡ss ✈s ❡✣❝✐❡♥❝② ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✸ ✴ ✶✺

  4. ❈♦rr❡❝t♥❡ss ✈s ❡✣❝✐❡♥❝② ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✹ ✴ ✶✺

  5. ❈♦rr❡❝t♥❡ss ✈s ❡✣❝✐❡♥❝② ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✺ ✴ ✶✺

  6. ✭✶✮ ❙t❛rt ❢r♦♠ ❛♥ ❡①✐st✐♥❣ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ ❋♦r ❛ ❣✐✈❡♥ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡✱ ✇❤❛t ✐s t❤❡ ❜❡st ✇❛② t♦ r❡❛s♦♥ ❛❜♦✉t ♣r♦❣r❛♠s ✇r✐tt❡♥ ✐♥ t❤✐s ❧❛♥❣✉❛❣❡❄ → r❡str✐❝t✐♥❣ t❤❡ ❧❛♥❣✉❛❣❡ ❛♥❞✴♦r ❞❡✈❡❧♦♣✐♥❣ ❣♦♦❞ r❡❛s♦♥✐♥❣ t♦♦❧s ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✻ ✴ ✶✺

  7. ✭✷✮ ❙t❛rt ❢r♦♠ ❛♥ ❡①✐st✐♥❣ t❤❡♦r❡♠ ♣r♦✈❡r ❋♦r ❛ ❣✐✈❡♥ t❤❡♦r❡♠ ♣r♦✈❡r✱ ✇❤❛t ✐s t❤❡ ❜❡st ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ❝❛♥ ❜❡ ❡♠❜❡❞❞❡❞ ✐♥ t❤✐s ♣r♦✈❡r❄ → ❈♦q✱ ❆❣❞❛✱ ❨♥♦t ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✼ ✴ ✶✺

  8. ✭✸✮ ❉❡s✐❣♥ ❛ ♥❡✇ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ ❲❤❛t ✇♦✉❧❞ ❜❡ t❤❡ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ❛❧❧♦✇s t♦ ❞❡s❝r✐❜❡ ❡✣❝✐❡♥t ♣r♦❣r❛♠s ❛♥❞ ❡❛s✐❧② ♣r♦✈❡ t❤❡♠ ❝♦rr❡❝t❄ ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✽ ✴ ✶✺

  9. ❱❡r✐✜❝❛t✐♦♥ ✉s✐♥❣ ❈❋▼▲ P✉r❡❧②✲❢✉♥❝t✐♦♥❛❧ ❞❛t❛ str✉❝t✉r❡s ✭❤❛❧❢ ♦❢ ❈❤r✐s ❖❦❛s❛❦✐✬s ❜♦♦❦✮ ❇❛t❝❤❡❞ q✉❡✉❡ ▲❡❢t✐st ❤❡❛♣ ❯♥❜❛❧❛♥❝❡❞ s❡t ❇❛♥❦❡rs q✉❡✉❡ P❛✐r✐♥❣ ❤❡❛♣ ❘❡❞✲❜❧❛❝❦ s❡t P❤②s✐❝✐sts q✉❡✉❡ ▲❛③② ♣❛✐r✐♥❣ ❤❡❛♣ ❇♦tt♦♠✲✉♣ ♠❡r❣❡ ❘❡❛❧✲t✐♠❡ q✉❡✉❡ ❙♣❧❛② ❤❡❛♣ s♦rt ■♠♣❧✐❝✐t q✉❡✉❡ ❇✐♥♦♠✐♥❛❧ ❤❡❛♣ ❈❛t❡♥❛❜❧❡ ❧✐sts ❇♦♦tstr❛♣♣❡❞ q✉❡✉❡ ❇✐♥❛r② ❍♦♦❞✲▼❡❧✈✐❧❧❡ q✉❡✉❡ r❛♥❞♦♠✲❛❝❝❡ss ❧✐sts ■♠♣❡r❛t✐✈❡ ❛❧❣♦r✐t❤♠s✱ ❞❛t❛ str✉❝t✉r❡s ❛♥❞ tr✐❝❦② ❢✉♥❝t✐♦♥s ❉✐❥❦str❛✬s s❤♦rt❡st ♣❛t❤ ▲✐st✳✐t❡r ❯♥✐♦♥✲❋✐♥❞ ❝♦♠♣♦s❡ ▼✉t❛❜❧❡ ❧✐sts ❣❡♥s②♠ ❙♣❛rs❡ ❛rr❛②s ❈P❙✲❛♣♣❡♥❞ ▲❛♥❞✐♥✬s ❦♥♦t ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✾ ✴ ✶✺

  10. ❱❡r✐✜❝❛t✐♦♥ ✇✳r✳t✳ r❡♣r❡s❡♥t❛t✐♦♥ ♣r❡❞✐❝❛t❡s ❙♣❡❝✐✜❝❛t✐♦♥ ♦❢ ✐♥s❡rt✐♦♥ ✐♥ ❛ ♣✉r❡❧②✲❢✉♥❝t✐♦♥❛❧ ❜✐♥❛r② tr❡❡ ❆♣♣ ✐♥s❡rt x t [ ❇tr❡❡ t T ] ( λt ′ . [ ❇tr❡❡ t ′ ( T ∪ { x } )]) ∀ T. ❙♣❡❝✐✜❝❛t✐♦♥ ♦❢ ✐♥s❡rt✐♦♥ ✐♥ ❛ ♣♦❧②♠♦r♣❤✐❝ ❜✐♥❛r② tr❡❡ ❆♣♣ ✐♥s❡rt x t [ ❘ x X ∧ ❇tr❡❡ R t T ] ( λt ′ . [ ❇tr❡❡ R t ′ ( T ∪ { X } )]) ∀ RTX. ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✶✵ ✴ ✶✺

  11. ❘❡♠♦✈✐♥❣ r❡♣r❡s❡♥t❛t✐♦♥ ♣r❡❞✐❝❛t❡s ❆ ♠✉❝❤ ♠♦r❡ ♣r❛❝t✐❝❛❧ s♣❡❝✐✜❝❛t✐♦♥ ❢♦r ♣r♦✈✐♥❣ ♣r♦❣r❛♠s ♠❛♥✐♣✉❧❛t✐♥❣ s❡ts✿ ❆♣♣ ✐♥s❡rt X T [ ] ( λT ′ . [ T ′ = T ∪ { X } ]) ∀ TX. ❜✉t ✇❡ ❛r❡ ❝♦♥❢✉s✐♥❣ ❜✐♥❛r② tr❡❡s ✇✐t❤ ✜♥✐t❡ s❡ts✳✳✳ ❙♦❧✉t✐♦♥✿ ♣r♦❣r❛♠ ❞✐r❡❝t❧② ✇✐t❤ ♠❛t❤❡♠❛t✐❝❛❧ ♦❜❥❡❝ts ✭❡✳❣✳✱ ✜♥✐t❡ s❡ts✮ ❛♥❞ ❣✐✈❡ ❤✐♥ts t♦ t❡❧❧ t❤❡ ❝♦♠♣✐❧❡r ✇❤✐❝❤ ❝♦♥❝r❡t❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ t♦ ✉s❡ ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✶✶ ✴ ✶✺

  12. Pr♦❣r❛♠♠✐♥❣ ✇✐t❤ ♠❛t❤❡♠❛t✐❝❛❧ ♦❜❥❡❝ts ❈❛♠❧ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ❈♦q ♠❛t❤❡♠❛t✐❝❛❧ ♠♦❞❡❧ ✭❡✳❣✳✱ ❜✐♥❛r② tr❡❡s✮ ✭❡✳❣✳✱ ✜♥✐t❡ s❡ts✮ ❜❡❢♦r❡✿ s♦✉r❝❡ ❝♦❞❡ − → ✈❡r✐✜❝❛t✐♦♥ ❧✐❢t ✉s✐♥❣ r❡♣r✳ ♣r❡❞✐❝❛t❡s ❛❢t❡r✿ ← − s♦✉r❝❡ ❝♦❞❡ ❛♥❞ ✈❡r✐✜❝❛t✐♦♥ ❝♦♠♣✐❧❛t✐♦♥ ✉s✐♥❣ r❡♣r✳ ❤✐♥ts ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✶✷ ✴ ✶✺

  13. ❙✉♠♠❛r② Pr♦❣r❛♠ ✉s✐♥❣ ♠❛t❤❡♠❛t✐❝❛❧ ♦❜❥❡❝ts✱ ♥♦t ❝♦♥❝r❡t❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥s✿ ◮ P✉r❡✿ s❡q✉❡♥❝❡s✱ s❡ts✱ ♠❛♣s✱ ❣r❛♣❤s✱ ✳✳✳ ◮ ■♠♣❡r❛t✐✈❡✿ s❡q✉❡♥❝❡s✱ s❡ts✱ ♠❛♣s✱ ❣r❛♣❤s✱ ✳✳✳ ❲❤❡♥ ♥❡❡❞❡❞✱ ✐♥❞✐❝❛t❡ t❤❡ ❝♦♥❝r❡t❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ t♦ ✉s❡ Pr♦✈❡ t❤❡ ❝♦rr❡❝t♥❡ss ♦❢ t❤❡ ❝♦♥❝r❡t❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥s ♦♥❝❡ ❛♥❞ ❢♦r ❛❧❧ ❊♥❥♦② s✐♠♣❧❡r s♣❡❝✐✜❝❛t✐♦♥s ❛♥❞ s✐♠♣❧❡r ♣r♦♦❢s✦ ❆rt❤✉r ❈❤❛r❣✉ér❛✉❞ ✭■◆❘■❆✮ ❚♦✇❛r❞s ❛ ♣r♦❣r❛♠♠✐♥❣ ❧❛♥❣✉❛❣❡ t❤❛t ♠❛❦❡s ✈❡r✐✜❝❛t✐♦♥ ❡❛s✐❡r ◆♦✈❡♠❜❡r ✷✵✶✷ ✶✸ ✴ ✶✺

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