❯♠❛ ✐♥❢r❛❡str✉t✉r❛
♣❛r❛ ❛♣❧✐❝❛çõ❡s ❞✐str✐❜✉í❞❛s
❜❛s❡❛❞❛s ❡♠ ❛t♦r❡s ❙❝❛❧❛
❚❤✐❛❣♦ ❍❡♥r✐q✉❡ ❈♦r❛✐♥✐
❉✐ss❡rt❛çã♦ ❛♣r❡s❡♥t❛❞❛
❛♦
■♥st✐t✉t♦ ❞❡ ▼❛t❡♠át✐❝❛ ❡ ❊st❛tíst✐❝❛
❞❛
❯♥✐✈❡rs✐❞❛❞❡ ❞❡ ❙ã♦ P❛✉❧♦
♣❛r❛
♦❜t❡♥çã♦ ❞♦ tít✉❧♦
❞❡
▼❡str❡ ❡♠ ❈✐ê♥❝✐❛s
Pr♦❣r❛♠❛✿ ❈✐ê♥❝✐❛ ❞❛ ❈♦♠♣✉t❛çã♦
❖r✐❡♥t❛❞♦r✿ Pr♦❢✳ ❉r✳ ❋r❛♥❝✐s❝♦ ❈❛r❧♦s ❞❛ ❘♦❝❤❛ ❘❡✈❡r❜❡❧
❉✉r❛♥t❡ ♦ ❞❡s❡♥✈♦❧✈✐♠❡♥t♦ ❞❡st❡ tr❛❜❛❧❤♦ ♦ ❛✉t♦r r❡❝❡❜❡✉ ❛✉①í❧✐♦ ✜♥❛♥❝❡✐r♦ ❞❛ ❈❆P❊❙
❯♠❛ ✐♥❢r❛❡str✉t✉r❛
♣❛r❛ ❛♣❧✐❝❛çõ❡s ❞✐str✐❜✉í❞❛s
❜❛s❡❛❞❛s ❡♠ ❛t♦r❡s ❙❝❛❧❛
❊st❛ ❞✐ss❡rt❛çã♦ ❝♦♥té♠ ❛s ❝♦rr❡çõ❡s ❡ ❛❧t❡r❛çõ❡s s✉❣❡r✐❞❛s ♣❡❧❛ ❈♦♠✐ssã♦ ❏✉❧❣❛❞♦r❛ ❞✉r❛♥t❡ ❛ ❞❡❢❡s❛ r❡❛❧✐③❛❞❛ ♣♦r ❚❤✐❛❣♦ ❍❡♥r✐q✉❡ ❈♦r❛✐♥✐ ❡♠ ✷✽✴✶✶✴✷✵✶✶✳ ❖ ♦r✐❣✐♥❛❧ ❡♥❝♦♥tr❛✲s❡ ❞✐s♣♦♥í✈❡❧ ♥♦ ■♥st✐t✉t♦ ❞❡ ▼❛t❡♠át✐❝❛ ❡ ❊st❛tíst✐❝❛ ❞❛ ❯♥✐✈❡rs✐❞❛❞❡ ❞❡ ❙ã♦ P❛✉❧♦✳
❈♦♠✐ssã♦ ❏✉❧❣❛❞♦r❛✿
• Pr♦❢✳ ❉r✳ ❋r❛♥❝✐s❝♦ ❈❛r❧♦s ❞❛ ❘♦❝❤❛ ❘❡✈❡r❜❡❧ ✭♦r✐❡♥t❛❞♦r✮ ✲ ■▼❊✲❯❙P • Pr♦❢✳ ❉r✳ ▼❛r❝♦ ❉✐♠❛s ●✉❜✐t♦s♦ ✲ ■▼❊✲❯❙P
❆❣r❛❞❡❝✐♠❡♥t♦s
❆❣r❛❞❡ç♦ ♣r✐♠❡✐r❛♠❡♥t❡ ❛♦s ♠❡✉s ♣❛✐s✱ ♣❡❧♦s ✈❛❧♦r❡s ❞❡ ❤♦♥❡st✐❞❛❞❡✱ ❤✉♠✐❧❞❛❞❡ ❡ r❡s♣❡✐t♦ q✉❡ ❤♦❥❡ ❡stã♦ ❣r❛✈❛❞♦s ♣❡r♣❡t✉❛♠❡♥t❡ ❡♠ ♠❡✉ ❝❛rát❡r✳ ▼✐♥❤❛ tr❛❥❡tór✐❛ ❞❡ ❡st✉❞♦s✱ ❞❛ q✉❛❧ ❡st❡ ♠❡str❛❞♦ é ♦ ♣♦♥t♦ ❝✉❧♠✐♥❛♥t❡✱ t❡♠ s✉❛s r❛í③❡s ♥❛s ❧✐çõ❡s ❞❡ ♠❛t❡♠át✐❝❛ ❡❧❡♠❡♥t❛r q✉❡ ❛♣r❡♥❞✐ ❝♦♠ ♠✐♥❤❛ ♠ã❡✱ q✉❡ ♠❡s♠♦ ❝♦♠ s❡✉ ♣♦✉❝♦ ❡st✉❞♦ ❡s❢♦rç♦✉✲s❡ ♣❛r❛ ♠❡ ♣❛ss❛r s❡✉ ❝♦♥❤❡❝✐♠❡♥t♦✳ ▼✉✐t♦ ♠❛✐s ✐♠♣♦rt❛♥t❡ ❞♦ q✉❡ ❛ ♠❛t❡♠át✐❝❛✱ ♣❛ss♦✉✲♠❡ ❛ ✈♦♥t❛❞❡ ❞❡ ❛♣r❡♥❞❡r ❝❛❞❛ ✈❡③ ♠❛✐s✳ ❊ss❡ ❡s❢♦rç♦ ❥❛♠❛✐s s❡rá ❡sq✉❡❝✐❞♦✳
❆❣r❛❞❡ç♦ à ♠✐♥❤❛ ♥❛♠♦r❛❞❛ ▼❛r❝❡❧❛✱ ♠✐♥❤❛ ❝♦♠♣❛♥❤❡✐r❛ ✐♥s❡♣❛rá✈❡❧ ❞❡s❞❡ ♦ ❝♦♠❡ç♦ ❞❡st❡ ♠❡str❛❞♦✳ ▼✉✐t♦ ♠❛✐s q✉❡ ✉♠❛ ♥❛♠♦r❛❞❛✱ ✉♠❛ ✈❡r❞❛❞❡✐r❛ ❛♠✐❣❛✱ s✉❛ ✐♠♣♦rtâ♥❝✐❛ ❡♠ ♠✐♥❤❛ ✈✐❞❛ ♥❡ss❡s ❛♥♦s ♥ã♦ ♣♦❞❡ s❡r ❡①♣r❡ss❛ ❡♠ ♣❛❧❛✈r❛s✳ ❙❡✉ ❛♠♦r ❡ s❡✉ ❝❛r✐♥❤♦ ❢♦r❛♠ ❡ss❡♥❝✐❛✐s ❞✉r❛♥t❡ ❡ss❛ ❥♦r♥❛❞❛✱ ❡♠ ❡s♣❡❝✐❛❧ ♥♦s ♠♦♠❡♥t♦s ❞✐❢í❝❡✐s ❡♠ q✉❡ ♠❛✐s ♣r❡❝✐s❡✐ ❞❡ ❛♣♦✐♦✳
❆♦s ❛♠✐❣♦s ❞❡ ■▼❊✱ t❛♠❜é♠✱ ♣♦r t♦❞♦s ♦s ♠♦♠❡♥t♦s ♠❛r❛✈✐❧❤♦s♦s ✈✐✈✐❞♦s ❞❡s❞❡ ❛ ❣r❛❞✉❛çã♦✳ ❈♦♠♣❛♥❤❡✐r♦s ❞❡ ❝❡r✈❡❥❛s ❡ ❞❡ ❧✐✈r♦s✱ ❞❡ ✈✐❛❣❡♥s ❡ ❞❡ ❊Ps✱ ♥❡ss❡ ✐♥st✐t✉t♦ ❝♦♥❤❡❝✐ ♣❡ss♦❛s ❞♦s ♠❛✐s ❞✐❢❡r❡♥t❡s t✐♣♦s ❝♦♠ ❛s q✉❛✐s ♠❡ ✐❞❡♥t✐✜q✉❡✐ ❞❡ ❞✐❢❡r❡♥t❡s ❢♦r♠❛s✳ ❖ ❝❛r✐♥❤♦ q✉❡ s✐♥t♦ ♣♦r ❝❛❞❛ ✉♠❛ ❞❡❧❛s é ♣r♦♣♦r❝✐♦♥❛❧ à s❛✉❞❛❞❡ q✉❡ ❝♦♠❡ç❛ ❛ ❛♣❛r❡❝❡r ❛❣♦r❛ q✉❡ ❝❛❞❛ ✉♠❛ t♦♠❛ s❡✉ r✉♠♦ ❡ ♦s ❡♥❝♦♥tr♦s s❡ t♦r♥❛♠ ♠❡♥♦s ❢r❡q✉❡♥t❡s✳
❆❣r❛❞❡ç♦ ❞❡ ♠❛♥❡✐r❛ ❣❡r❛❧ ❛♦s ♣r♦❢❡ss♦r❡s ❞♦ ■▼❊ ❝♦♠ ♦s q✉❛✐s t✐✈❡ ❝♦♥t❛t♦ ❡ ❝♦♠ q✉❡♠ ❛♣r❡♥❞✐ t❛♥t♦✳ ➱ ✉♠❛ ❤♦♥r❛ t❡r ❡st✉❞❛❞♦ ♥✉♠❛ ✐♥st✐t✉✐çã♦ r❡♣❧❡t❛ ❞❡ ♣r♦✜ss✐♦♥❛✐s tã♦ ❝♦♠♣❡t❡♥t❡s✳ ❯♠ ❛❣r❛❞❡❝✐♠❡♥t♦ ❡s♣❡❝✐❛❧ ❛♦ ♣r♦❢❡ss♦r ❋r❛♥❝✐s❝♦ ❘❡✈❡r❜❡❧✱ ♠❡✉ ♦r✐❡♥t❛❞♦r ♥❡st❡ tr❛❜❛❧❤♦✳ Pr✐♠❡✐r❛✲ ♠❡♥t❡ ♣♦r s❡r ♦ r❡s♣♦♥sá✈❡❧ ♣♦r ❡✉ t❡r ❝♦♥❤❡❝✐❞♦ ❛s ❢❡rr❛♠❡♥t❛s q✉❡ ❤♦❥❡ sã♦ t❡♠❛ ❞❡st❡ tr❛❜❛❧❤♦✱ q✉❡ ❛té ❡♥tã♦ ❡r❛♠ ❝♦♠♣❧❡t❛♠❡♥t❡ ❞❡s❝♦♥❤❡❝✐❞❛s ♣♦r ♠✐♠✳ ❊✱ ♣♦st❡r✐♦r♠❡♥t❡✱ ♣♦r t♦❞♦s ♦s ❝♦♥✲ s❡❧❤♦s ❡ ♦r✐❡♥t❛çõ❡s q✉❡ ♣❡r♠✐t✐r❛♠ ♠♦❧❞❛r ❡st❡ tr❛❜❛❧❤♦✳ ❆❣r❛❞❡ç♦ t❛♠❜é♠ ❛♦s ♣r♦❢❡ss♦r❡s ●✉❜✐ ❡ ●r❛ç❛ ♣♦r t❡r❡♠ ❛❝❡✐t❛❞♦ ♣❛rt✐❝✐♣❛r ❞❡ ♠✐♥❤❛ ❜❛♥❝❛ ❡ ♣❡❧♦s ✈❛❧✐♦s♦s ❝♦♠❡♥tár✐♦s ❢❡✐t♦s ❞✉r❛♥t❡ ♠✐♥❤❛ q✉❛❧✐✜❝❛çã♦✳
❋✐♥❛❧♠❡♥t❡✱ ❛❣r❛❞❡ç♦ à ❈❆P❊❙ ♣❡❧♦ ❛♣♦✐♦ ✜♥❛♥❝❡✐r♦ ❞✉r❛♥t❡ ❛ ♠❛✐♦r ♣❛rt❡ ❞❡st❡ ♣r♦❥❡t♦✳ ◆ã♦ ♣♦❞❡r✐❛ ❞❡✐①❛r ❞❡ ❛❣r❛❞❡❝❡r ❛✐♥❞❛ à ❡♠♣r❡s❛ ◆❡♦❧♦❣✱ ♦♥❞❡ ❝♦♠❡❝❡✐ ❛ tr❛❜❛❧❤❛r ♥♦s ú❧t✐♠♦s ♠❡s❡s ❞❡st❡ ♠❡str❛❞♦ ❡ q✉❡ ♠❡ ♣❡r♠✐t✐✉ ✉♠❛ ❝❛r❣❛ ❤♦rár✐❛ ❞✐❢❡r❡♥❝✐❛❞❛ ♣♦r ❛❧❣✉♠ t❡♠♣♦✱ ♦ q✉❡ ♠❡ ♣r♦✈❡✉ ✉♠ t❡♠♣♦ ✈✐t❛❧ ♣❛r❛ ❛ ❝♦♥❝❧✉sã♦ ❞❡st❡ tr❛❜❛❧❤♦✳
❘❡s✉♠♦
❯♠❛ ✐♥❢r❛❡str✉t✉r❛ ♣❛r❛ ❛♣❧✐❝❛çõ❡s ❞✐str✐❜✉í❞❛s ❜❛s❡❛❞❛s ❡♠ ❛t♦r❡s ❙❝❛❧❛
❊s❝r❡✈❡r ❛♣❧✐❝❛çõ❡s ❝♦♥❝♦rr❡♥t❡s é ❝♦♠✉♠❡♥t❡ t✐❞♦ ❝♦♠♦ ✉♠❛ t❛r❡❢❛ ❞✐❢í❝✐❧ ❡ ♣r♦♣❡♥s❛ ❛ ❡rr♦s✳ ■ss♦ é ♣❛rt✐❝✉❧❛r♠❡♥t❡ ✈❡r❞❛❞❡ ♣❛r❛ ❛♣❧✐❝❛çõ❡s ❡s❝r✐t❛s ♥❛s ❧✐♥❣✉❛❣❡♥s ❞❡ ✉s♦ ♠❛✐s ❞✐ss❡♠✐♥❛❞♦✱ ❝♦♠♦ ❈✰✰ ❡ ❏❛✈❛✱ q✉❡ ♦❢❡r❡❝❡♠ ✉♠ ♠♦❞❡❧♦ ❞❡ ♣r♦❣r❛♠❛çã♦ ❝♦♥❝♦rr❡♥t❡ ❜❛s❡❛❞♦ ❡♠ ♠❡♠ór✐❛ ❝♦♠♣❛rt✐❧❤❛❞❛ ❡ tr❛✈❛s✳ ▼✉✐t♦s ❝♦♥s✐❞❡r❛♠ q✉❡ ♦ ♠♦❞♦ ❞❡ s❡ ♣r♦❣r❛♠❛r ❝♦♥❝♦rr❡♥t❡♠❡♥t❡ ♥❡ss❛s ❧✐♥❣✉❛❣❡♥s é ✐♥❛❞❡q✉❛❞♦ ❡ ❞✐✜❝✉❧t❛ ❛ ❝♦♥str✉çã♦ ❞❡ s✐st❡♠❛s ❧✐✈r❡s ❞❡ ♣r♦❜❧❡♠❛s ❝♦♠♦ ❝♦♥❞✐çõ❡s ❞❡ ❝♦rr✐❞❛ ❡ ❞❡❛❞❧♦❝❦s✳ P♦r ❝♦♥t❛ ❞✐ss♦ ❡ ❞❛ ♣♦♣✉❧❛r✐③❛çã♦ ❞❡ ♣r♦❝❡ss❛❞♦r❡s ❝♦♠ ♠ú❧t✐♣❧♦s ♥ú❝❧❡♦s✱ ♥♦s ú❧t✐♠♦s ❛♥♦s ✐♥t❡♥s✐✜❝♦✉✲s❡ ❛ ❜✉s❝❛ ♣♦r ❢❡rr❛♠❡♥t❛s ♠❛✐s ❛❞❡q✉❛❞❛s ♣❛r❛ ♦ ❞❡s❡♥✈♦❧✈✐♠❡♥t♦ ❞❡ ❛♣❧✐❝❛çõ❡s ❝♦♥❝♦rr❡♥t❡s✳
❯♠❛ ❛❧t❡r♥❛t✐✈❛ q✉❡ ✈❡♠ ❣❛♥❤❛♥❞♦ ❛t❡♥çã♦ é ♦ ♠♦❞❡❧♦ ❞❡ ❛t♦r❡s✱ ♣r♦♣♦st♦ ✐♥✐❝✐❛❧♠❡♥t❡ ♥❛ ❞é❝❛❞❛ ❞❡ ✶✾✼✵ ❡ ✈♦❧t❛❞♦ ❡s♣❡❝✐✜❝❛♠❡♥t❡ ♣❛r❛ ❛ ❝♦♠♣✉t❛çã♦ ❝♦♥❝♦rr❡♥t❡✳ ◆❡ss❡ ♠♦❞❡❧♦✱ ❝❛❞❛ ❛t♦r é ✉♠❛ ❡♥t✐❞❛❞❡ ✐s♦❧❛❞❛✱ q✉❡ ♥ã♦ ❝♦♠♣❛rt✐❧❤❛ ♠❡♠ór✐❛ ❝♦♠ ♦✉tr♦s ❛t♦r❡s ❡ s❡ ❝♦♠✉♥✐❝❛ ❝♦♠ ❡❧❡s s♦♠❡♥t❡ ♣♦r ♠❡✐♦ ❞❡ ♠❡♥s❛❣❡♥s ❛ssí♥❝r♦♥❛s✳ ❆ ✐♠♣❧❡♠❡♥t❛çã♦ ♠❛✐s ❜❡♠ s✉❝❡❞✐❞❛ ❞♦ ♠♦❞❡❧♦ ❞❡ ❛t♦r❡s é ❛ ♦❢❡r❡❝✐❞❛ ♣♦r ❊r❧❛♥❣✱ ❛ ❧✐♥❣✉❛❣❡♠ q✉❡ ✭♣r♦✈❛✈❡❧♠❡♥t❡✮ ❡①♣❧♦r♦✉ ❡ss❡ ♠♦❞❡❧♦ ❞❡ ❢♦r♠❛ ♠❛✐s ❡✜❝✐❡♥t❡✳
❆ ❧✐♥❣✉❛❣❡♠ ❙❝❛❧❛✱ s✉r❣✐❞❛ ❡♠ ✷✵✵✸✱ r♦❞❛ ♥❛ ❏❱▼ ❡ ♣♦ss✉✐ ♠✉✐t❛s s❡♠❡❧❤❛♥ç❛s ❝♦♠ ❏❛✈❛✳ ◆♦ ❡♥t❛♥t♦✱ ♥♦ q✉❡ ❞✐③ r❡s♣❡✐t♦ à ♣r♦❣r❛♠❛çã♦ ❝♦♥❝♦rr❡♥t❡✱ ♦s ❝r✐❛❞♦r❡s ❞❡ ❙❝❛❧❛ ❜✉s❝❛r❛♠ ♦❢❡r❡❝❡r ✉♠❛ s♦❧✉çã♦ ♠❛✐s ❛❞❡q✉❛❞❛✳ ❆ss✐♠✱ ❡ss❛ ❧✐♥❣✉❛❣❡♠ ♦❢❡r❡❝❡ ✉♠❛ ❜✐❜❧✐♦t❡❝❛ q✉❡ ✐♠♣❧❡♠❡♥t❛ ♦ ♠♦❞❡❧♦ ❞❡ ❛t♦r❡s ❡ é ❢♦rt❡♠❡♥t❡ ✐♥s♣✐r❛❞❛ ♥♦s ❛t♦r❡s ❞❡ ❊r❧❛♥❣✳
❖ ♦❜❥❡t✐✈♦ ❞❡st❡ tr❛❜❛❧❤♦ é ❡①♣❧♦r❛r ♦ ✉s♦ ❞♦ ♠♦❞❡❧♦ ❞❡ ❛t♦r❡s ♥❛ ❧✐♥❣✉❛❣❡♠ ❙❝❛❧❛✱ ❡s♣❡❝✐✜✲ ❝❛♠❡♥t❡ ♥♦ ❝❛s♦ ❞❡ ❛♣❧✐❝❛çõ❡s ❞✐str✐❜✉í❞❛s✳ ❆♣r♦✈❡✐t❛♥❞♦ ♦ ❡♥❝❛♣s✉❧❛♠❡♥t♦ ✐♠♣♦st♦ ♣❡❧♦s ❛t♦r❡s ❡ ❛ ❝♦♥❝♦rrê♥❝✐❛ ✐♥❡r❡♥t❡ ❛♦ ♠♦❞❡❧♦✱ ♣r♦♣♦♠♦s ✉♠❛ ♣❧❛t❛❢♦r♠❛ q✉❡ ❣❡r❡♥❝✐❡ ❛ ❧♦❝❛❧✐③❛çã♦ ❞♦s ❛t♦r❡s ❞❡ ♠♦❞♦ t♦t❛❧♠❡♥t❡ tr❛♥s♣❛r❡♥t❡ ❛♦ ❞❡s❡♥✈♦❧✈❡❞♦r ❡ q✉❡ t❡♠ ♦ ♣♦t❡♥❝✐❛❧ ❞❡ ♣r♦♠♦✈❡r ♦ ❞❡s❡♥✈♦❧✈✐♠❡♥t♦ ❞❡ ❛♣❧✐❝❛çõ❡s ❡✜❝✐❡♥t❡s ❡ ❡s❝❛❧á✈❡✐s✳
◆♦ss❛ ✐♥❢r❛❡str✉t✉r❛ ♦❢❡r❡❝❡ ❞♦✐s s❡r✈✐ç♦s ♣r✐♥❝✐♣❛✐s✱ ❛♠❜♦s ✈♦❧t❛❞♦s ❛♦ ❣❡r❡♥❝✐❛♠❡♥t♦ ❞❛ ❧♦❝❛❧✲ ✐③❛çã♦ ❞❡ ❛t♦r❡s✿ ❞✐str✐❜✉✐çã♦ ❛✉t♦♠át✐❝❛ ❡ ♠✐❣r❛çã♦✳ ❖ ♣r✐♠❡✐r♦ ❞❡❧❡s ♣❡r♠✐t❡ q✉❡ ♦ ♣r♦❣r❛♠❛❞♦r ❡s❝r❡✈❛ s✉❛ ❛♣❧✐❝❛çã♦ ♣❡♥s❛♥❞♦ ❛♣❡♥❛s ♥♦s ❛t♦r❡s q✉❡ ❞❡✈❡♠ s❡r ✐♥st❛♥❝✐❛❞♦s ❡ ♥❛ ❝♦♠✉♥✐❝❛çã♦ ❡♥tr❡ ❡ss❡s ❛t♦r❡s✱ s❡♠ s❡ ♣r❡♦❝✉♣❛r ❝♦♠ ❛ ❧♦❝❛❧✐③❛çã♦ ❞❡ ❝❛❞❛ ❛t♦r✳ ➱ r❡s♣♦♥s❛❜✐❧✐❞❛❞❡ ❞❛ ✐♥❢r❛❡str✉t✉r❛ ❞❡✜♥✐r ♦♥❞❡ ❝❛❞❛ ❛t♦r s❡rá ❡①❡❝✉t❛❞♦✱ ✉s❛♥❞♦ ❛❧❣♦r✐t♠♦s ❝♦♥✜❣✉rá✈❡✐s✳
❏á ♦ ♠❡❝❛♥✐s♠♦ ❞❡ ♠✐❣r❛çã♦ ♣❡r♠✐t❡ q✉❡ ❛ ❡①❡❝✉çã♦ ❞❡ ✉♠ ❛t♦r s❡❥❛ s✉s♣❡♥s❛ ❡ r❡t♦♠❛❞❛ ❡♠ ♦✉tr♦ ❝♦♠♣✉t❛❞♦r✳ ❆ ♠✐❣r❛çã♦ ❞❡ ❛t♦r❡s ♣♦ss✐❜✐❧✐t❛ q✉❡ ❛s ❛♣❧✐❝❛çõ❡s s❡ ❛❞❛♣t❡♠ ❛ ♠✉❞❛♥ç❛s ♥♦ ❛♠❜✐❡♥t❡ ❞❡ ❡①❡❝✉çã♦✳ ◆♦ss♦ s✐st❡♠❛ ❢♦✐ ❝♦♥str✉í❞♦ t❡♥❞♦✲s❡ ❡♠ ♠❡♥t❡ ♣♦ss✐❜✐❧✐❞❛❞❡s ❞❡ ❡①t❡♥sã♦✱ ❡♠ ♣❛rt✐❝✉❧❛r ♣♦r ❛❧❣♦r✐t♠♦s q✉❡ ✉s❡♠ ♦ ♠❡❝❛♥✐s♠♦ ❞❡ ♠✐❣r❛çã♦ ♣❛r❛ ♠❡❧❤♦r❛r ♦ ❞❡s❡♠♣❡♥❤♦ ❞❡ ✉♠❛ ❛♣❧✐❝❛çã♦✳
❆❜str❛❝t
❆♥ ✐♥❢r❛str✉❝t✉r❡ ❢♦r ❞✐str✐❜✉t❡❞ ❛♣♣❧✐❝❛t✐♦♥s ❜❛s❡❞ ♦♥ ❙❝❛❧❛ ❛❝t♦rs
❲r✐t✐♥❣ ❝♦♥❝✉rr❡♥t ❛♣♣❧✐❝❛t✐♦♥s ✐s ❣❡♥❡r❛❧❧② s❡❡♥ ❛s ❛ ❞✐✣❝✉❧t ❛♥❞ ❡rr♦r✲♣r♦♥❡ t❛s❦✳ ❚❤✐s ✐s ♣❛rt✐❝✉❧❛r❧② tr✉❡ ❢♦r ❛♣♣❧✐❝❛t✐♦♥s ✇r✐tt❡♥ ✐♥ t❤❡ ♠♦st ✇✐❞❡❧② ✉s❡❞ ❧❛♥❣✉❛❣❡s✱ s✉❝❤ ❛s ❈✰✰ ❛♥❞ ❏❛✈❛✱ ✇❤✐❝❤ ♦✛❡r ❛ ❝♦♥❝✉rr❡♥t ♣r♦❣r❛♠♠✐♥❣ ♠♦❞❡❧ ❜❛s❡❞ ✉♣♦♥ s❤❛r❡❞ ♠❡♠♦r② ❛♥❞ ❧♦❝❦s✳ ▼❛♥② ❝❧❛✐♠ t❤❛t t❤❡ ✇❛② ❝♦♥❝✉rr❡♥t ♣r♦❣r❛♠♠✐♥❣ ✐s ❞♦♥❡ ✐♥ t❤❡s❡ ❧❛♥❣✉❛❣❡s ✐s ✐♥❛♣♣r♦♣r✐❛t❡ ❛♥❞ ♠❛❦❡s ✐t ❤❛r❞❡r t♦ ❜✉✐❧❞ s②st❡♠s ❢r❡❡ ❢r♦♠ ♣r♦❜❧❡♠s s✉❝❤ ❛s r❛❝❡ ❝♦♥❞✐t✐♦♥s ❛♥❞ ❞❡❛❞❧♦❝❦s✳ ❋♦r t❤❛t r❡❛s♦♥✱ ❛♥❞ ❛❧s♦ ❞✉❡ t♦ t❤❡ ♣♦♣✉❧❛r✐③❛t✐♦♥ ♦❢ ♠✉❧t✐✲❝♦r❡ ♣r♦❝❡ss♦rs✱ t❤❡ ♣✉rs✉✐t ❢♦r t♦♦❧s ❜❡tt❡r s✉✐t❡❞ t♦ t❤❡ ❞❡✈❡❧♦♣♠❡♥t ♦❢ ❝♦♥❝✉rr❡♥t ❛♣♣❧✐❝❛t✐♦♥s ❤❛s ✐♥❝r❡❛s❡❞ ✐♥ r❡❝❡♥t ②❡❛rs✳
❆♥ ❛❧t❡r♥❛t✐✈❡ t❤❛t ✐s ❣❛✐♥✐♥❣ ❛tt❡♥t✐♦♥ ✐s t❤❡ ❛❝t♦r ♠♦❞❡❧✱ ♦r✐❣✐♥❛❧❧② ♣r♦♣♦s❡❞ ✐♥ t❤❡ ✶✾✼✵s ❛♥❞ ❢♦❝✉s❡❞ s♣❡❝✐✜❝❛❧❧② ✐♥ ❝♦♥❝✉rr❡♥t ❝♦♠♣✉t✐♥❣✳ ■♥ t❤✐s ♠♦❞❡❧✱ ❡❛❝❤ ❛❝t♦r ✐s ❛♥ ✐s♦❧❛t❡❞ ❡♥t✐t②✱ ✇❤✐❝❤ ❞♦❡s ♥♦t s❤❛r❡ ♠❡♠♦r② ✇✐t❤ ♦t❤❡r ❛❝t♦rs ❛♥❞ ❝♦♠♠✉♥✐❝❛t❡s ✇✐t❤ t❤❡♠ ♦♥❧② ❜② ❛s②♥❝❤r♦♥♦✉s ♠❡ss❛❣❡ ♣❛ss✐♥❣✳ ❚❤❡ ♠♦st s✉❝❝❡ss❢✉❧ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ♦❢ t❤❡ ❛❝t♦r ♠♦❞❡❧ ✐s ❧✐❦❡❧② t♦ ❜❡ t❤❡ ♦♥❡ ♣r♦✈✐❞❡❞ ❜② ❊r❧❛♥❣✱ ❛ ❧❛♥❣✉❛❣❡ t❤❛t s✉♣♣♦rts ❛❝t♦rs ✐♥ ❛ ✈❡r② ❡✣❝✐❡♥t ✇❛②✳
❚❤❡ ❙❝❛❧❛ ❧❛♥❣✉❛❣❡✱ ✇❤✐❝❤ ❛♣♣❡❛r❡❞ ✐♥ ✷✵✵✸✱ r✉♥s ✐♥ t❤❡ ❏❱▼ ❛♥❞ ❤❛s ♠❛♥② s✐♠✐❧❛r✐t✐❡s ✇✐t❤ ❏❛✈❛✳ ■ts ❝r❡❛t♦rs✱ ❤♦✇❡✈❡r✱ s♦✉❣❤t t♦ ♣r♦✈✐❞❡ ❛ ❜❡tt❡r s♦❧✉t✐♦♥ ❢♦r ❝♦♥❝✉rr❡♥t ♣r♦❣r❛♠♠✐♥❣✳ ❙♦ t❤❡ ❧❛♥❣✉❛❣❡ ❤❛s ❛ ❧✐❜r❛r② t❤❛t ✐♠♣❧❡♠❡♥ts t❤❡ ❛❝t♦r ♠♦❞❡❧ ❛♥❞ ✐s ❤❡❛✈✐❧② ✐♥s♣✐r❡❞ ❜② ❊r❧❛♥❣ ❛❝t♦rs✳
❚❤❡ ❣♦❛❧ ♦❢ t❤✐s ✇♦r❦ ✐s t♦ ❡①♣❧♦r❡ t❤❡ ✉s❛❣❡ ♦❢ t❤❡ ❛❝t♦r ♠♦❞❡❧ ✐♥ ❙❝❛❧❛✱ s♣❡❝✐✜❝❛❧❧② ❢♦r ❞✐s✲ tr✐❜✉t❡❞ ❛♣♣❧✐❝❛t✐♦♥s✳ ❚❛❦✐♥❣ ❛❞✈❛♥t❛❣❡ ♦❢ t❤❡ ❡♥❝❛♣s✉❧❛t✐♦♥ ✐♠♣♦s❡❞ ❜② ❛❝t♦rs ❛♥❞ ♦❢ t❤❡ ❝♦♥❝✉r✲ r❡♥❝② ✐♥❤❡r❡♥t t♦ t❤❡✐r ♠♦❞❡❧✱ ✇❡ ♣r♦♣♦s❡ ❛ ♣❧❛t❢♦r♠ t❤❛t ♠❛♥❛❣❡s ❛❝t♦r ❧♦❝❛t✐♦♥ ✐♥ ❛ ✇❛② t❤❛t ✐s ❢✉❧❧② tr❛♥s♣❛r❡♥t t♦ t❤❡ ❞❡✈❡❧♦♣❡r✳ ❖✉r ♣r♦♣♦s❡❞ ♣❧❛t❢♦r♠ ❤❛s t❤❡ ♣♦t❡♥t✐❛❧ ♦❢ ♣r♦♠♦t✐♥❣ t❤❡ ❞❡✈❡❧♦♣♠❡♥t ♦❢ ❡✣❝✐❡♥t ❛♥❞ s❝❛❧❛❜❧❡ ❛♣♣❧✐❝❛t✐♦♥s✳
❖✉r ✐♥❢r❛str✉❝t✉r❡ ♦✛❡rs t✇♦ ♠❛❥♦r s❡r✈✐❝❡s✱ ❜♦t❤ ❛✐♠❡❞ ❛t ♠❛♥❛❣✐♥❣ ❛❝t♦r ❧♦❝❛t✐♦♥✿ ❛✉t♦♠❛t✐❝ ❞✐str✐❜✉t✐♦♥ ❛♥❞ ♠✐❣r❛t✐♦♥✳ ❚❤❡ ✜rst ♦♥❡ ❛❧❧♦✇s t❤❡ ♣r♦❣r❛♠♠❡r t♦ ✇r✐t❡ ❤✐s ❛♣♣❧✐❝❛t✐♦♥ t❤✐♥❦✐♥❣ ♦♥❧② ❛❜♦✉t t❤❡ ❛❝t♦rs t❤❛t ♠✉st ❜❡ ✐♥st❛♥t✐❛t❡❞ ❛♥❞ ❛❜♦✉t t❤❡ ❝♦♠♠✉♥✐❝❛t✐♦♥ ❛♠♦♥❣ t❤❡s❡ ❛❝t♦rs✱ ✇✐t❤♦✉t ❜❡✐♥❣ ❝♦♥❝❡r♥❡❞ ✇✐t❤ ✇❤❡r❡ ❡❛❝❤ ❛❝t♦r ✇✐❧❧ ❜❡ ❧♦❝❛t❡❞✳ ❚❤❡ ✐♥❢r❛str✉❝t✉r❡ ❤❛s t❤❡ r❡s♣♦♥✲ s✐❜✐❧✐t② ♦❢ ❞❡✜♥✐♥❣ ✇❤❡r❡ ❡❛❝❤ ❛❝t♦r ✇✐❧❧ r✉♥✳ ■t ❛❝❝♦♠♣❧✐s❤❡s t❤✐s t❛s❦ ❜② ✉s✐♥❣ s♦♠❡ ❝♦♥✜❣✉r❛❜❧❡ ❛❧❣♦r✐t❤♠✳
❚❤❡ ♠✐❣r❛t✐♦♥ ♠❡❝❤❛♥✐s♠ ❛❧❧♦✇s t❤❡ ❡①❡❝✉t✐♦♥ ♦❢ ❛♥ ❛❝t♦r t♦ ❜❡ s✉s♣❡♥❞❡❞ ❛♥❞ r❡s✉♠❡❞ ✐♥ ❛♥♦t❤❡r ❝♦♠♣✉t❡r✳ ❆❝t♦r ♠✐❣r❛t✐♦♥ ❛❧❧♦✇s ❛♣♣❧✐❝❛t✐♦♥s t♦ ❛❞❛♣t t♦ ❝❤❛♥❣❡s ✐♥ t❤❡ ❡①❡❝✉t✐♦♥ ❡♥✈✐✲ r♦♥♠❡♥t✳ ❖✉r s②st❡♠ ❤❛s ❜❡❡♥ ❜✉✐❧t ✇✐t❤ ❡①t❡♥s✐♦♥ ♣♦ss✐❜✐❧✐t✐❡s ✐♥ ♠✐♥❞✱ ❛♥❞ ♣❛rt✐❝✉❧❛r❧② t♦ ❜❡ ❡①t❡♥❞❡❞ ❜② ❛❧❣♦r✐t❤♠s t❤❛t ✉s❡ t❤❡ ♠✐❣r❛t✐♦♥ ♠❡❝❤❛♥✐s♠ t♦ ✐♠♣r♦✈❡ ❛♣♣❧✐❝❛t✐♦♥ ♣❡r❢♦r♠❛♥❝❡✳
❑❡②✇♦r❞s✿ ❉✐str✐❜✉t❡❞ ❈♦♠♣✉t✐♥❣✱ ❙❝❛❧❛✱ ❆❝t♦r ▼♦❞❡❧
❙✉♠ár✐♦
▲✐st❛ ❞❡ ❋✐❣✉r❛s ①✈✐✐
✶ ■♥tr♦❞✉çã♦ ✶
✶✳✶ ❖❜❥❡t✐✈♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷
✶✳✷ ▼♦t✐✈❛çã♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸
✶✳✷✳✶ ❉✐str✐❜✉✐çã♦ ❛✉t♦♠át✐❝❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸
✶✳✷✳✷ ▼✐❣r❛çã♦ ❞❡ ❛t♦r❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺
✶✳✸ ❖r❣❛♥✐③❛çã♦ ❞♦ t❡①t♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻
✷ ❙❝❛❧❛ ✼
✷✳✶ ❖♥❞❡ ❙❝❛❧❛ ❞✐❢❡r❡ ❞❡ ❏❛✈❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼
✷✳✶✳✶ ❉❡❝❧❛r❛çõ❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼
✷✳✶✳✷ P♦♥t♦✲❡✲✈ír❣✉❧❛ ♦♣❝✐♦♥❛❧ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽
✷✳✶✳✸ ❈❤❛♠❛❞❛ ❞❡ ♠ét♦❞♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽
✷✳✶✳✹ ■❣✉❛❧❞❛❞❡ ❡♥tr❡ ♦❜❥❡t♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾
✷✳✶✳✺ ❈♦♥str✉t♦r❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾
✷✳✶✳✻ P❛râ♠❡tr♦s r❡♣❡t✐❞♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾
✷✳✶✳✼ P❛râ♠❡tr♦s ❝♦♠ ✈❛❧♦r ♣❛❞rã♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵
✷✳✶✳✽ P❛r❛♠❡tr✐③❛çã♦ ❞❡ t✐♣♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵
✷✳✶✳✾ ▼♦❞✐✜❝❛❞♦r❡s ❞❡ ❛❝❡ss♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶
✷✳✶✳✶✵ ❖ t✐♣♦Option ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷
✷✳✶✳✶✶ ❖ ♠ét♦❞♦apply()✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸
✷✳✷ ❖r✐❡♥t❛çã♦ ❛ ♦❜❥❡t♦s ❡♠ ❙❝❛❧❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸
✷✳✷✳✶ ❖♣❡r❛❞♦r❡s q✉❡ sã♦ ♠ét♦❞♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✹
✷✳✷✳✷ Pr✐♥❝í♣✐♦ ❞♦ ❛❝❡ss♦ ✉♥✐❢♦r♠❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✹
✷✳✷✳✸ ❋❡✐çõ❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✺
✷✳✷✳✹ ❖❜❥❡t♦s s✐♥❣❧❡t♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✻
✷✳✷✳✺ ❉❡✜♥✐çõ❡s ✐♠♣❧í❝✐t❛s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼
✷✳✸ ❖ ❧❛❞♦ ❢✉♥❝✐♦♥❛❧ ❞❡ ❙❝❛❧❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✵
✷✳✸✳✶ ❋✉♥çõ❡s ❞❡ ♣r✐♠❡✐r❛ ❝❧❛ss❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✵
✷✳✸✳✷ P❛ss❛❣❡♠ ❞❡ ♣❛râ♠❡tr♦s ♣♦r ♥♦♠❡ ✭❜②✲♥❛♠❡ ♣❛r❛♠❡t❡rs✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✵
✷✳✸✳✸ ❱❛❧♦r ❞❡✈♦❧✈✐❞♦ ♣♦r ❢✉♥çõ❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✶
✷✳✸✳✹ ❖ ❝♦♠❛♥❞♦ for❞❡ ❙❝❛❧❛✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✷
✷✳✸✳✺ ▲✐st❛s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✸
✷✳✸✳✻ ❈❛s❛♠❡♥t♦ ❞❡ ♣❛❞rõ❡s ❡ ❝❛s❡ ❝❧❛ss❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✹
✸✳✶ ▼♦❞❡❧♦ ❞❡ ❛t♦r❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✽
✸✳✷ ■♠♣❧❡♠❡♥t❛çã♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✽
✸✳✷✳✶ ❊r❧❛♥❣ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✾
✸✳✷✳✷ ❙❝❛❧❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✵
✹ ❋✉♥❝✐♦♥❛♠❡♥t♦ ❞❛ ✐♥❢r❛❡str✉t✉r❛ ✸✺
✹✳✶ Pr✐♥❝✐♣❛✐s ❝♦♠♣♦♥❡♥t❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✻
✹✳✷ Pr❡♣❛r❛çã♦ ❞♦ ❛❣❧♦♠❡r❛❞♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✽
✹✳✷✳✶ ❆rq✉✐✈♦ ❞❡ ❝♦♥✜❣✉r❛çã♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✾
✹✳✷✳✷ ■♥✐❝✐❛çã♦ ❞♦s t❡❛tr♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✵
✹✳✸ ❈r✐❛çã♦ ❞❡ ❛t♦r❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✶
✹✳✸✳✶ ❆ ❢❡✐çã♦MobileActor ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✶
✹✳✸✳✷ ■♥st❛♥❝✐❛çã♦ ❞❡ ❛t♦r❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✷
✹✳✸✳✸ ❆t♦r❡s ❝♦✲❧♦❝❛❞♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✸
✹✳✹ ▼✐❣r❛çã♦ ❞❡ ❛t♦r❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✺
✹✳✹✳✶ ❆ ♠❡♥s❛❣❡♠MoveTo ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✺
✹✳✹✳✷ ❆ ♠❡♥s❛❣❡♠MoveGroupTo ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✻
✹✳✺ ▼♦♥✐t♦r❛♠❡♥t♦ ❞❡ ❛t♦r❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✼
✹✳✻ ❈♦♥✜❣✉r❛çã♦ ❞❛ ✐♥❢r❛❡str✉t✉r❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✾
✹✳✻✳✶ ❙❡r✈✐ç♦ ❞❡ ♥♦♠❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✾
✹✳✻✳✷ Pr♦t♦❝♦❧♦ ✐♥t❡r✲t❡❛tr♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✵
✹✳✻✳✸ ▼♦♥✐t♦r❛♠❡♥t♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✶
✹✳✻✳✹ ❈♦♥✜❣✉r❛çõ❡s ❛❞✐❝✐♦♥❛✐s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✷
✺ ❆❦❦❛ ✺✺
✺✳✶ ❙❡r✈✐❞♦r❡s r❡♠♦t♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✻
✺✳✶✳✶ ❆ ❝♦♠✉♥✐❝❛çã♦ ✉s❛♥❞♦ ♦ ◆❡tt② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✻
✺✳✶✳✷ ❋♦r♠❛t♦ ❞❛s ♠❡♥s❛❣❡♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✼
✺✳✷ ❆t♦r❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✽
✺✳✷✳✶ ❈r✐❛çã♦ ❞❡ ❛t♦r❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✽
✺✳✷✳✷ ■♥st❛♥❝✐❛çã♦ ❡ ✉s♦ ❞❡ r❡❢❡rê♥❝✐❛s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✾
✺✳✷✳✸ Pr♦❝❡ss❛♠❡♥t♦ ❞❡ ♠❡♥s❛❣❡♥s ✭t❤r❡❛❞s ✈s✳ ❡✈❡♥t♦s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✶
✺✳✷✳✹ ❙❡r✐❛çã♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✻
✺✳✷✳✺ ❆t♦r❡s ❞✐str✐❜✉í❞♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✼
✻ ❈♦♠♣♦♥❡♥t❡s ❞❛ ✐♥❢r❛❡str✉t✉r❛ ✼✶
✻✳✶ ❆t♦r❡s ♠ó✈❡✐s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✶
✻✳✶✳✶ ❆ ❢❡✐çã♦MobileActor ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✷
✻✳✶✳✷ ❘❡❢❡rê♥❝✐❛s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✷
✻✳✶✳✸ ❉❡s♣❛❝❤❛❞♦r ❞❡ ♠❡♥s❛❣❡♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✻
✻✳✷ ❚❡❛tr♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✾
✻✳✷✳✷ RemoteServer✐♥t❡r♥♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✵
✻✳✷✳✸ Pr♦t♦❝♦❧♦ ✐♥t❡r✲t❡❛tr♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✷
✻✳✸ ❙❡r✈✐ç♦ ❞❡ ♥♦♠❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✺
✻✳✹ ●❡r❡♥❝✐❛❞♦r❡s ❞❡ r❡❢❡rê♥❝✐❛s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✼
✻✳✹✳✶ ReferenceManagement ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✼
✻✳✹✳✷ GroupManagement ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✼
✼ ❙❡r✈✐ç♦s ❞❛ ✐♥❢r❛❡str✉t✉r❛ ✽✾
✼✳✶ ❉✐str✐❜✉✐çã♦ ✐♥✐❝✐❛❧ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾
✼✳✶✳✶ ❆❧❣♦r✐t♠♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾
✼✳✶✳✷ ■♥st❛♥❝✐❛çã♦ ❧♦❝❛❧ ❞❡ ❛t♦r❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✵
✼✳✶✳✸ ■♥st❛♥❝✐❛çã♦ r❡♠♦t❛ ❞❡ ❛t♦r❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✶
✼✳✶✳✹ ❆t♦r❡s ❝♦✲❧♦❝❛❞♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✸
✼✳✷ ▼✐❣r❛çã♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✻
✼✳✷✳✶ ❊t❛♣❛ ✶ ✕ ■♥✐❝✐❛çã♦ ❞❛ ♠✐❣r❛çã♦ ♥♦ t❡❛tr♦ ❞❡ ♦r✐❣❡♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✻
✼✳✷✳✷ ❊t❛♣❛ ✷ ✕ ❘❡❝❡❜✐♠❡♥t♦ ❞♦ ❛t♦r ♥♦ t❡❛tr♦ ❞❡ ❞❡st✐♥♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✵
✼✳✷✳✸ ❊t❛♣❛ ✸ ✕ ❈♦♥❝❧✉sã♦ ❞❛ ♠✐❣r❛çã♦ ♥♦ t❡❛tr♦ ❞❡ ♦r✐❣❡♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✶
✼✳✷✳✹ ❆t♦r❡s ❝♦✲❧♦❝❛❞♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✸
✼✳✸ ▼❛♥✉t❡♥çã♦ ❞❛ ❝♦♥s✐stê♥❝✐❛ ❞❛ ✐♥❢r❛❡str✉t✉r❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✼
✼✳✸✳✶ ❆t✉❛❧✐③❛çã♦ ❞❡ r❡❢❡rê♥❝✐❛s ❛♦ ❛t♦r ♠✐❣r❛❞♦✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✼
✼✳✸✳✷ ❚r❛t❛♠❡♥t♦ ❞❡ q✉❡❞❛s ❞❡ ♥ós ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✶
✼✳✹ ▼♦♥✐t♦r❛♠❡♥t♦ ❞❛ tr♦❝❛ ❞❡ ♠❡♥s❛❣❡♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✷
✼✳✹✳✶ ❊str✉t✉r❛s ❞❡ ❞❛❞♦s ❞❛ ❝❧❛ss❡ Profiler ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✸
✼✳✹✳✷ ▲✐♠♣❡③❛ ♣❡r✐ó❞✐❝❛ ❞♦s ❞❛❞♦s r❡❣✐str❛❞♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✺
✽ ❚r❛❜❛❧❤♦s r❡❧❛❝✐♦♥❛❞♦s ✶✶✼
✽✳✶ ❲♦r❧❞✇✐❞❡ ❈♦♠♣✉t✐♥❣ ▼✐❞❞❧❡✇❛r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✼
✽✳✶✳✶ ❆rq✉✐t❡t✉r❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✼
✽✳✶✳✷ ❘❡❧❛çã♦ ❝♦♠ ♥♦ss♦ tr❛❜❛❧❤♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✵
✽✳✷ ❙t❛❣❡ ✕ ❆t♦r❡s ♠ó✈❡✐s ❡♠ P②t❤♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✷
✽✳✷✳✶ ❆rq✉✐t❡t✉r❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✷
✽✳✷✳✷ ❘❡❧❛çã♦ ❝♦♠ ♥♦ss♦ tr❛❜❛❧❤♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✹
✽✳✸ ▼✐❣r❛çã♦ ❞❡ ♦❜❥❡t♦s ❈❖❘❇❆ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✺
✽✳✸✳✶ ❆rq✉✐t❡t✉r❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✻
✽✳✸✳✷ ❘❡❧❛çã♦ ❝♦♠ ♥♦ss♦ tr❛❜❛❧❤♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✽
✽✳✹ ❆❦❦❛ ✷✳✵ ✭❈❧♦✉❞② ❆❦❦❛✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✽
✽✳✹✳✶ ❙✉♣♦rt❡ ❛ ❛❣❧♦♠❡r❛❞♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✾
✽✳✹✳✷ ❘❡❧❛çã♦ ❝♦♠ ♥♦ss♦ tr❛❜❛❧❤♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✵
✾ ❈♦♥❝❧✉sõ❡s ✶✸✸
✾✳✶ Pr✐♥❝✐♣❛✐s ❝♦♥tr✐❜✉✐çõ❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✸
✾✳✷ ❚r❛❜❛❧❤♦s ❢✉t✉r♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✹
✾✳✷✳✶ ▼❡❧❤♦r✐❛s ♥❛ ✐♥❢r❛❡str✉t✉r❛ ❡①✐st❡♥t❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✺
▲✐st❛ ❞❡ ❋✐❣✉r❛s
✷✳✶ ❙✐♥t❛①❡ ♣❛r❛ ❧✐t❡r❛✐s ❢✉♥❝✐♦♥❛✐s ❡♠ ❙❝❛❧❛✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✵
✹✳✶ ❆rq✉✐t❡t✉r❛ s✐♠♣❧✐✜❝❛❞❛ ❞❛ ✐♥❢r❛❡str✉t✉r❛✱ ❝♦♥t❡♥❞♦ ♦s ❞♦✐s ❝♦♠♣♦♥❡♥t❡s ♣r✐♥❝✐♣❛✐s✿ ❛t♦r❡s ♠ó✈❡✐s ❡ t❡❛tr♦s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✻
✺✳✶ ❉✐❛❣r❛♠❛ ❝♦♠ ❛s ❝❧❛ss❡s q✉❡ ✐♠♣❧❡♠❡♥t❛♠ ❛s r❡❢❡rê♥❝✐❛s ❛ ❛t♦r❡s ♥♦ ❆❦❦❛✳ ✳ ✳ ✳ ✳ ✳ ✻✶
✺✳✷ ❙❡q✉ê♥❝✐❛ ❞❡ ❛çõ❡s ❞❡s❡♥❝❛❞❡❛❞❛s ❞❡s❞❡ ♦ ❡♥✈✐♦ ❞❡ ✉♠❛ ♠❡♥s❛❣❡♠ ❛ ✉♠ ❛t♦r ❛té ♦ ❡❢❡t✐✈♦ ♣r♦❝❡ss❛♠❡♥t♦ ❞❛ ♠❡♥s❛❣❡♠✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✹
✻✳✶ ❉✐❛❣r❛♠❛ ❝♦♠ ❛s ❝❧❛ss❡s q✉❡ ✐♠♣❧❡♠❡♥t❛♠ ❛s r❡❢❡rê♥❝✐❛s ❛ ❛t♦r❡s ♠ó✈❡✐s ❞❛ ✐♥✲ ❢r❛❡str✉t✉r❛✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✸
✻✳✷ ❊sq✉❡♠❛ ❞❡ ♣r♦❝❡ss❛♠❡♥t♦ ❞❡ ♠❡♥s❛❣❡♥s ❝♦♠ ♣r✐♦r✐❞❛❞❡ ✭❝♦♠♦ ❛s ❞♦ t✐♣♦MoveTo✮✳ ✼✾
✻✳✸ ❉✐❛❣r❛♠❛ ❝♦♠ ❛s ❝❧❛ss❡s q✉❡ ✐♠♣❧❡♠❡♥t❛♠ ❛s r❡❢❡rê♥❝✐❛s ❛ ❛t♦r❡s ♠ó✈❡✐s ❞❛ ✐♥✲ ❢r❛❡str✉t✉r❛✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✵
✼✳✶ ❙❡q✉ê♥❝✐❛ ❞❡ ❝❤❛♠❛❞❛s ❡♥✈♦❧✈✐❞❛s ♥❛ ♣r✐♠❡✐r❛ ❡t❛♣❛ ❞❛ ♠✐❣r❛çã♦ ❞❡ ❛t♦r❡s✱ q✉❡ ❛❝♦♥t❡❝❡ ♥♦ t❡❛tr♦ ❞❡ ♦r✐❣❡♠ ❞♦ ❛t♦r✳✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✼
✼✳✷ ❙❡q✉ê♥❝✐❛ ❞❡ ❝❤❛♠❛❞❛s ❡♥✈♦❧✈✐❞❛s ♥❛ s❡❣✉♥❞❛ ❡t❛♣❛ ❞❛ ♠✐❣r❛çã♦ ❞❡ ❛t♦r❡s✱ q✉❡ ❛❝♦♥t❡❝❡ ♥♦ t❡❛tr♦ ❞❡ ❞❡st✐♥♦ ❞♦ ❛t♦r✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✵
✼✳✸ ❙❡q✉ê♥❝✐❛ ❞❡ ❝❤❛♠❛❞❛s ❡♥✈♦❧✈✐❞❛s ♥❛ t❡r❝❡✐r❛ ❡ ú❧t✐♠❛ ❡t❛♣❛ ❞❛ ♠✐❣r❛çã♦ ❞❡ ❛t♦r❡s✱ q✉❡ ❛❝♦♥t❡❝❡ ♥♦ t❡❛tr♦ ❞❡ ♦r✐❣❡♠ ❞♦ ❛t♦r✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✷
✼✳✹ ❊①❡♠♣❧♦ ❞❡ s✐t✉❛çã♦ ❞❡ ♠✐❣r❛çã♦ ❞❡ ✉♠ ❣r✉♣♦ ❞❡ ❛t♦r❡s ❝♦✲❧♦❝❛❞♦s ♦♥❞❡ ❛❧❣✉♥s ❛t♦r❡s ✜❝❛♠ ♣❛r❛ trás ♥♦ t❡❛tr♦ ❞❡ ♦r✐❣❡♠✱ ❡ ❞❡✈❡♠ s❡r r❡❝♦❧♦❝❛❞♦s ❥✉♥t♦ ❛♦ ❣r✉♣♦ ❛ss✐♠ q✉❡ ♣♦ssí✈❡❧✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✻
✼✳✺ ❙❡q✉ê♥❝✐❛ ❞❡ ❡t❛♣❛s q✉❡ ✐❧✉str❛ ♦ ♠❡❝❛♥✐s♠♦ ❞❡ ❛t✉❛❧✐③❛çã♦ ❞❡ r❡❢❡rê♥❝✐❛s ❞❛ ✐♥✲ ❢r❛❡str✉t✉r❛✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✵
✼✳✻ ▼❡❝❛♥✐s♠♦ ❞❡ ♥♦t✐✜❝❛çã♦ às r❡❢❡rê♥❝✐❛s s♦❜r❡ ❡✈❡♥t♦s ❞♦ ❝❛♥❛❧ ❞❡ ❝♦♠✉♥✐❝❛çã♦✳ ✳ ✳ ✳ ✶✶✶
❈❛♣ít✉❧♦ ✶
■♥tr♦❞✉çã♦
❆ ❝♦♠♣✉t❛çã♦ ❞✐str✐❜✉í❞❛ ♣♦❞❡ s❡r ❡♥t❡♥❞✐❞❛ ❝♦♠♦ ❛q✉❡❧❛ r❡❛❧✐③❛❞❛ ♣♦r ❞✐❢❡r❡♥t❡s ❝♦♠♣✉t❛✲ ❞♦r❡s✱ ✐♥t❡r❛❣✐♥❞♦ ♣♦r ♠❡✐♦ ❞❡ ✉♠❛ r❡❞❡ ♣❛r❛ ❝♦♦r❞❡♥❛r ❛ ❡①❡❝✉çã♦ ❞❡ ✉♠❛ ♠❡s♠❛ ❛♣❧✐❝❛çã♦ ✭❝❤❛♠❛❞❛ ❛♣❧✐❝❛çã♦ ❞✐str✐❜✉í❞❛✮✳ ❙ã♦ ✐♥ú♠❡r♦s ♦s ❡①❡♠♣❧♦s ❞❡ ❛♣❧✐❝❛çõ❡s q✉❡ r♦❞❛♠ ❞❡ ♠❛♥❡✐r❛ ❞✐str✐❜✉í❞❛✱ s❡❥❛ ♣♦r s✉❛ ♣ró♣r✐❛ ♥❛t✉r❡③❛ ♦✉ s❡❥❛ ♥❛ ❜✉s❝❛ ❞❡ ❡s❝❛❧❛❜✐❧✐❞❛❞❡✱ t♦❧❡râ♥❝✐❛ ❛ ❢❛❧❤❛s ♦✉ ❣❛♥❤♦s ❞❡ ❞❡s❡♠♣❡♥❤♦✳
◆♦ ❡♥t❛♥t♦✱ ❞❡s❡♥✈♦❧✈❡r ✉♠❛ ❛♣❧✐❝❛çã♦ ❞✐str✐❜✉í❞❛ ❛♣r❡s❡♥t❛ ❞❡s❛✜♦s q✉❡ ♥ã♦ ❡①✐st❡♠ ❡♠ ❛♣❧✐✲ ❝❛çõ❡s s❡q✉❡♥❝✐❛✐s tí♣✐❝❛s✳ ❯♠ ❞❡ss❡s ❞❡s❛✜♦s é ❧✐❞❛r ❝♦♠ ❛ ❝♦♥❝♦rrê♥❝✐❛ ✐♥❡r❡♥t❡ ❞❛ ❝♦♠♣✉t❛çã♦ ❞✐str✐❜✉í❞❛✿ ♣❛r❛ q✉❡ ♦ s✐st❡♠❛ s❡❥❛ ❡✜❝✐❡♥t❡✱ é ♥❡❝❡ssár✐♦ q✉❡ ❞✐✈❡rs❛s ❛çõ❡s ❡st❡❥❛♠ s❡♥❞♦ ❡①❡❝✉✲ t❛❞❛s s✐♠✉❧t❛♥❡❛♠❡♥t❡ ♥♦s ❞✐❢❡r❡♥t❡s ❝♦♠♣✉t❛❞♦r❡s✳
❆t✉❛❧♠❡♥t❡✱ ❛ ❝♦♥❝♦rrê♥❝✐❛ é ❝❛❞❛ ✈❡③ ♠❛✐s ✈✐st❛ ❝♦♠♦ ✉♠❛ r❡❛❧✐❞❛❞❡ ♥ã♦ só ♥♦s s✐st❡♠❛s ❞✐s✲ tr✐❜✉í❞♦s✱ ♠❛s t❛♠❜é♠ ❡♠ s✐st❡♠❛s tr❛❞✐❝✐♦♥❛✐s r♦❞❛♥❞♦ ♥✉♠ ú♥✐❝♦ ❝♦♠♣✉t❛❞♦r✳ ❖s ♣r♦❝❡ss❛❞♦r❡s ❝♦♠ ✈ár✐♦s ♥ú❝❧❡♦s ❡stã♦ ❝❛❞❛ ✈❡③ ♠❛✐s ❞✐❢✉♥❞✐❞♦s ❡ s♦♠❡♥t❡ ❛♣❧✐❝❛çõ❡s ❝♦♥❝♦rr❡♥t❡s s❡rã♦ ❝❛♣❛③❡s ❞❡ ❛♣r♦✈❡✐t❛r ♣❧❡♥❛♠❡♥t❡ ❡ss❡ t✐♣♦ ❞❡ ❤❛r❞✇❛r❡✳
P♦ré♠✱ ❞❡s❡♥✈♦❧✈❡r ♣r♦❣r❛♠❛s ❝♦♥❝♦rr❡♥t❡s é ✉♠❛ t❛r❡❢❛ t✐❞❛ ❝♦♠♦ ❞✐❢í❝✐❧✳ ▼❛✐s ❞♦ q✉❡ ✐ss♦✱ ♦ ♠♦❞❡❧♦ ❞❡ ❝♦♥❝♦rrê♥❝✐❛ ❡①✐st❡♥t❡ ♥❛s ❧✐♥❣✉❛❣❡♥s ♠❛✐s ♣♦♣✉❧❛r❡s ❞❛ ✐♥❞ústr✐❛✱ ❝♦♠♦ ❈✰✰ ❡ ❏❛✈❛✱ é t✐❞♦ ♣♦r ♠✉✐t♦s ❝♦♠♦ ❜❛st❛♥t❡ s✉s❝❡tí✈❡❧ ❛ ❡rr♦s ❬✸✵✱ ✸✽✱ ✸✾❪✳ P♦r ♦✉tr♦ ❧❛❞♦✱ ❝❡rt♦s ❝♦♥❝❡✐t♦s ❡①✐st❡♥t❡s ❡♠ ❛❧❣✉♠❛s ❧✐♥❣✉❛❣❡♥s ❢✉♥❝✐♦♥❛✐s✱ ❝♦♠♦ ❛ ❛✉sê♥❝✐❛ ❞❡ ❡st❛❞♦ ♠✉tá✈❡❧✱ ♣♦❞❡♠ s❡r ❣r❛♥❞❡s ❛❧✐❛❞♦s ♥♦ ❞❡s❡♥✈♦❧✈✐♠❡♥t♦ ❞❡ ❛♣❧✐❝❛çõ❡s ❝♦♥❝♦rr❡♥t❡s✳
❈♦♠ ❜❛s❡ ♥✐ss♦✱ ✉♠❛ ❧✐♥❣✉❛❣❡♠ r❡❧❛t✐✈❛♠❡♥t❡ ♥♦✈❛ s✉r❣❡ ❝♦♠♦ ✉♠❛ ❜♦❛ ❛❧t❡r♥❛t✐✈❛ ♣❛r❛ ♠✉✐t❛s s✐t✉❛çõ❡s✳ ❆ ❧✐♥❣✉❛❣❡♠ ❙❝❛❧❛ ❬✸✵❪ ♠✐st✉r❛ ❝♦♥❝❡✐t♦s ❡①✐st❡♥t❡s t❛♥t♦ ❡♠ ❧✐♥❣✉❛❣❡♥s ❢✉♥❝✐♦♥❛✐s ❝♦♠♦ ❡♠ ❧✐♥❣✉❛❣❡♥s ♦r✐❡♥t❛❞❛s ❛ ♦❜❥❡t♦s✳ ❆ss✐♠✱ ❛♦ ♠❡s♠♦ t❡♠♣♦ ❡♠ q✉❡ ❡❧❛ ❛♣r❡s❡♥t❛ ✉♠❛ s✐♥t❛①❡ ♠✉✐t♦ ❢❛♠✐❧✐❛r ♣❛r❛ ♣r♦❣r❛♠❛❞♦r❡s ❞❡ ❏❛✈❛ ♦✉ ❈★✱ ❡❧❛ ♦❢❡r❡❝❡ ❢❡rr❛♠❡♥t❛s ❝♦♠♦ ✈❛r✐á✈❡✐s ✐♠✉tá✈❡✐s ❡ ❢✉♥çõ❡s ❞❡ ♦r❞❡♠ s✉♣❡r✐♦r✳
◆♦ q✉❡ ❞✐③ r❡s♣❡✐t♦ ❡♠ ♣❛rt✐❝✉❧❛r à ♣r♦❣r❛♠❛çã♦ ❝♦♥❝♦rr❡♥t❡✱ ✉♠❛ ❛❧t❡r♥❛t✐✈❛ q✉❡ ❛♣r❡s❡♥t♦✉✲ s❡ ❜❛st❛♥t❡ ❡❢❡t✐✈❛ q✉❛♥❞♦ ✐♠♣❧❡♠❡♥t❛❞❛ ♥❛ ❧✐♥❣✉❛❣❡♠ ❊r❧❛♥❣ ❬✻❪ é ♦ ♠♦❞❡❧♦ ❞❡ ❛t♦r❡s ❬✹❪✳ ❊ss❡ ♠♦❞❡❧♦✱ q✉❡ ❡❧✐♠✐♥❛ ❛ ❡①✐stê♥❝✐❛ ❞❡ ♠❡♠ór✐❛ ❝♦♠♣❛rt✐❧❤❛❞❛✱ t♦r♥❛ ❛ ✐♠♣❧❡♠❡♥t❛çã♦ ❞❡ ❛♣❧✐❝❛çõ❡s ❝♦♥❝♦rr❡♥t❡s ♠❡♥♦s ♣r♦♣❡♥s❛ ❛ ❡rr♦s ❡♠ ❝♦♠♣❛r❛çã♦ ❝♦♠ ♠❡❝❛♥✐s♠♦s ♠❛✐s tr❛❞✐❝✐♦♥❛✐s ❞❡ s✐♥✲ ❝r♦♥✐③❛çã♦✱ ❝♦♠♦ tr❛✈❛s✱ ♠✉t❡①❡s✱ ❡t❝✳
◆♦ ♠♦❞❡❧♦ ❞❡ ❛t♦r❡s✱ ❝❛❞❛ ❛t♦r é ✉♠❛ ❡♥t✐❞❛❞❡ ✐s♦❧❛❞❛✱ q✉❡ s❡ ❝♦♠✉♥✐❝❛ ❝♦♠ ♦✉tr♦s ✉♥✐❝❛♠❡♥t❡ ✈✐❛ tr♦❝❛ ❞❡ ♠❡♥s❛❣❡♥s ❛ssí♥❝r♦♥❛s✳ ❯♠ ❛t♦r ❡♥❝❛♣s✉❧❛ s❡✉s ❞❛❞♦s ❡ ❛s ✐♥str✉çõ❡s ❞❡ ❝♦♠♦ ♣r♦❝❡ss❛r ♠❡♥s❛❣❡♥s✳ ❆ ✐♥❡①✐stê♥❝✐❛ ❞❡ ♠❡♠ór✐❛ ❝♦♠♣❛rt✐❧❤❛❞❛ ❡ ❛ ❝♦♠✉♥✐❝❛çã♦ ❡①❝❧✉s✐✈❛♠❡♥t❡ ♣♦r ♣❛ss❛❣❡♠ ❞❡ ♠❡♥s❛❣❡♥s t♦r♥❛♠ ♦s ❛t♦r❡s ❡♥t✐❞❛❞❡s ❜❛st❛♥t❡ ❛❞❡q✉❛❞❛s ♣❛r❛ ❛ ♣r♦❣r❛♠❛çã♦ ❝♦♥❝♦rr❡♥t❡✳
✶✳✶ ❖❜❥❡t✐✈♦s
❖ ♦❜❥❡t✐✈♦ ❞❡st❡ tr❛❜❛❧❤♦ é ❞❡s❡♥✈♦❧✈❡r ✉♠❛ ✐♥❢r❛❡str✉t✉r❛ ♣❛r❛ ❛ ❡①❡❝✉çã♦ ❞❡ ❛♣❧✐❝❛çõ❡s ❞✐s✲ tr✐❜✉í❞❛s ❜❛s❡❛❞❛s ❡♠ ❛t♦r❡s✳ ❆ ✐❞❡✐❛ é q✉❡ ❡ss❛ ✐♥❢r❛❡str✉t✉r❛ r♦❞❡ ♥✉♠ ❛❣❧♦♠❡r❛❞♦ ❞❡ ❝♦♠♣✉t❛✲ ❞♦r❡s ❡ ❣❡r❡♥❝✐❡ ♦s ❛t♦r❡s ❞❛ ❛♣❧✐❝❛çã♦✱ ♦❢❡r❡❝❡♥❞♦✿
• ❉✐str✐❜✉✐çã♦ ❛✉t♦♠át✐❝❛✿ ❖ ❛❣❧♦♠❡r❛❞♦ ♦♥❞❡ ❛ ❛♣❧✐❝❛çã♦ s❡rá ❡①❡❝✉t❛❞❛ ❞❡✈❡ s❡r ❞❡s❝r✐t♦ ♥✉♠ ❛rq✉✐✈♦ ❞❡ ❝♦♥✜❣✉r❛çã♦✱ ❧✐st❛♥❞♦ ♦ ❡♥❞❡r❡ç♦ ❞❡ t♦❞❛s ❛s ♠áq✉✐♥❛s ❞✐s♣♦♥í✈❡✐s✳ ❆ ♣❛rt✐r ❞❛í✱ ♦ ❝ó❞✐❣♦ ❞❛ ❛♣❧✐❝❛çã♦ ♣♦❞❡rá ✉s❛r ♣r✐♠✐t✐✈❛s ❣❡♥ér✐❝❛s ❞❡ ✐♥st❛♥❝✐❛çã♦ ❞❡ ❛t♦r❡s✱ s❡♠ ❡s♣❡❝✐✜❝❛r ♦♥❞❡ ❝❛❞❛ ❛t♦r ❞❡✈❡rá s❡r ❡①❡❝✉t❛❞♦✳ ❆ ✐♥❢r❛❡str✉t✉r❛ ❡s❝♦❧❤❡✱ ❝♦♠ ❜❛s❡ ❡♠ ❛❧❣✉♠ ❛❧❣♦r✐t♠♦✱ ♦♥❞❡ ❝♦❧♦❝❛r ❝❛❞❛ ❛t♦r✳ ❆ ♠❛♥✐♣✉❧❛çã♦ ❞♦s ❛t♦r❡s ❡ s✉❛ ❝♦♠✉♥✐❝❛çã♦ ♦❝♦rr❡♠ ❞❡ ❢♦r♠❛ t♦t❛❧♠❡♥t❡ tr❛♥s♣❛r❡♥t❡✳
• ▼✐❣r❛çã♦✿ ◆♦ss❛ ✐♥❢r❛❡str✉t✉r❛ ✐♠♣❧❡♠❡♥t❛ ✉♠ t✐♣♦ ♣❛rt✐❝✉❧❛r ❞❡ ❛t♦r✱ ❞❡♥♦♠✐♥❛❞♦ ❛t♦r ♠ó✈❡❧✳ ❊st❡ s❡ ❝♦♠♣♦rt❛ ❡①❛t❛♠❡♥t❡ ❝♦♠♦ ✉♠ ❛t♦r ♥♦r♠❛❧✱ ♣♦ré♠ ♣♦ss✉✐ ❛ ❝❛♣❛❝✐❞❛❞❡ ❛❞✐✲ ❝✐♦♥❛❧ ❞❡✱ ❛♦ r❡❝❡❜❡r ✉♠❛ ♠❡♥s❛❣❡♠ ❡s♣❡❝í✜❝❛✱ ✐♥t❡rr♦♠♣❡r s✉❛ ❡①❡❝✉çã♦ ❡ ♠✐❣r❛r ♣❛r❛ ✉♠ ❝♦♠♣✉t❛❞♦r ❞✐❢❡r❡♥t❡✱ ❝♦♥t✐♥✉❛♥❞♦ ❞❛❧✐ ❛ s✉❛ ❡①❡❝✉çã♦✳
❖ ❞❡s❡♥✈♦❧✈✐♠❡♥t♦ ❞❡ ✉♠ s✐st❡♠❛ ❝♦♠♣❧❡①♦ ✉s❛♥❞♦ ♦ ♠♦❞❡❧♦ ❞❡ ❛t♦r❡s ♣♦❞❡ s❡r ✉♠ ❞❡s❛✜♦ ♣❛r❛ ♣r♦❣r❛♠❛❞♦r❡s ❛❝♦st✉♠❛❞♦s ❝♦♠ ❛s t❡❝♥♦❧♦❣✐❛s ❡ ♦s ♣❛r❛❞✐❣♠❛s ♣r❡❞♦♠✐♥❛♥t❡s ❞♦ ♠❡r❝❛❞♦✳ ❊♠ ♣❛rt✐❝✉❧❛r✱ r❛❝✐♦❝✐♥❛r s♦❜r❡ ✉♠❛ ❛♣❧✐❝❛çã♦ ❞✐str✐❜✉í❞❛ ❝♦♥str✉í❞❛ ✉s❛♥❞♦ tr♦❝❛ ❞❡ ♠❡♥s❛❣❡♥s ❛ssí♥❝r♦♥❛s ♣♦❞❡ s❡r ✉♠❛ t❛r❡❢❛ ❝♦♠♣❧❡①❛✳
◆♦ ❡♥t❛♥t♦✱ ❛❝r❡❞✐t❛♠♦s q✉❡ ❡ss❛s ❞✐✜❝✉❧❞❛❞❡s ✐♥✐❝✐❛✐s sã♦ ❝♦♠♣❡♥s❛❞❛s ♣❡❧❛s ✈❛♥t❛❣❡♥s q✉❡ ♦ ♠♦❞❡❧♦ ❞❡ ❛t♦r❡s tr❛③ ❝♦♥s✐❣♦✳ ❯♠❛ ❛♣❧✐❝❛çã♦ ❡s❝r✐t❛ ✉s❛♥❞♦ ❛t♦r❡s ♥ã♦ só ♣♦❞❡ s❡r ❡①❡❝✉t❛❞❛ ❝♦♥❝♦rr❡♥t❡♠❡♥t❡ ♥✉♠❛ ♠áq✉✐♥❛ ❝♦♠ ✈ár✐♦s ♣r♦❝❡ss❛❞♦r❡s✱ ❝♦♠♦ ♣♦❞❡ r♦❞❛r ♥✉♠ ❛♠❜✐❡♥t❡ ❞✐s✲ tr✐❜✉í❞♦ s❡♠ ❡①✐❣✐r ❣r❛♥❞❡s ❛❧t❡r❛çõ❡s✳ ❉♦ ♣♦♥t♦ ❞❡ ✈✐st❛ ❞❛ ❛rq✉✐t❡t✉r❛ ❞♦ s✐st❡♠❛✱ ♣♦✉❝❛ ❞✐❢❡r❡♥ç❛ ❡①✐st❡ ♥❛ ✐♥t❡r❛çã♦ ❡♥tr❡ ❛t♦r❡s ❡♠ ♥ú❝❧❡♦s ❞✐❢❡r❡♥t❡s ❞♦ ♠❡s♠♦ ♣r♦❝❡ss❛❞♦r ♦✉ ❡♠ ❝♦♠♣✉t❛❞♦r❡s t♦t❛❧♠❡♥t❡ ❞✐st✐♥t♦s✱ ♣♦r ❝♦♥t❛ ❡♠ ♣❛rt✐❝✉❧❛r ❞❛ ✐♥❡①✐stê♥❝✐❛ ❞❡ ♠❡♠ór✐❛ ❝♦♠♣❛rt✐❧❤❛❞❛ ❡ ❞♦ ❛ss✲ ✐♥❝r♦♥✐s♠♦ ♥❛ tr♦❝❛ ❞❡ ♠❡♥s❛❣❡♥s✳ ◆❛t✉r❛❧♠❡♥t❡ q✉❡✱ ♥♦ ❝❛s♦ ❞✐str✐❜✉í❞♦✱ ❛❧❣✉♠❛ ✐♥❢r❛❡str✉t✉r❛ s❡ ❢❛③ ♥❡❝❡ssár✐❛ ♣❛r❛ ♣❡r♠✐t✐r ❛ ❝♦♠✉♥✐❝❛çã♦ ❡♥tr❡ ❝♦♠♣✉t❛❞♦r❡s r❡♠♦t♦s✳
❆ss✐♠✱ ❛❝r❡❞✐t❛♠♦s q✉❡ ❡①✐st❡♠ ♣❧❡♥❛s ❥✉st✐✜❝❛t✐✈❛s ♣❛r❛ q✉❡ ♦ ✉s♦ ❞❡ ❛t♦r❡s s❡❥❛ ❛♠♣❧❛♠❡♥t❡ ❛❝❡✐t♦ ♥♦ ❞❡s❡♥✈♦❧✈✐♠❡♥t♦ ❞❡ ❛♣❧✐❝❛çõ❡s✳ P♦r ✐ss♦ ✉♠ ❞❡ ♥♦ss♦s ♣r✐♥❝✐♣❛✐s ♦❜❥❡t✐✈♦s é q✉❡ ❛s ❢❛✲ ❝✐❧✐❞❛❞❡s ❞❛ ❞✐str✐❜✉✐çã♦ ❛✉t♦♠át✐❝❛ ❡ ♠✐❣r❛çã♦ ❞❡ ❛t♦r❡s ♣♦ss❛♠ s❡r ✉s❛❞❛s ❞❡ ♠♦❞♦ s✐♠♣❧❡s✱ s❡♠ r❡q✉❡r❡r ♠✉❞❛♥ç❛s s✐❣♥✐✜❝❛t✐✈❛s ♥❛s ❛♣❧✐❝❛çõ❡s ❞✐str✐❜✉í❞❛s q✉❡ ❛s ❡♠♣r❡❣❛r❡♠✳ ❆ ✐❞❡✐❛ é q✉❡ ♥♦ss❛ ✐♥❢r❛❡str✉t✉r❛ ♦❢❡r❡ç❛ s❡r✈✐ç♦s ❞❡ ❞✐str✐❜✉✐çã♦ ❛✉t♦♠át✐❝❛ ❡ ♠✐❣r❛çã♦ ❞❡ ❛t♦r❡s ❛ ❛♣❧✐❝❛çõ❡s ❞✐str✐❜✉í❞❛s ❜❛s❡❛❞❛s ♥♦ ♠♦❞❡❧♦ ❞❡ ❛t♦r❡s✱ s❡♠ ❡①✐❣✐r ♣r❛t✐❝❛♠❡♥t❡ ♥❡♥❤✉♠ ❡s❢♦rç♦ ❛❞✐❝✐♦♥❛❧ ♣♦r ♣❛rt❡ ❞♦s ❞❡s❡♥✈♦❧✈❡❞♦r❡s ❞❡ss❛s ❛♣❧✐❝❛çõ❡s✳
❆❧é♠ ❞✐ss♦✱ ❛❝r❡❞✐t❛♠♦s q✉❡ ♥♦ss❛ ✐♥❢r❛❡str✉t✉r❛ s❡rá ❛♣r♦✈❡✐t❛❞❛ ❛✐♥❞❛ ♠❡❧❤♦r s❡✱ ❡♠ ✈❡③ ❞❡ s❡r ✉s❛❞❛ ❞✐r❡t❛♠❡♥t❡ ♣❡❧♦s ❞❡s❡♥✈♦❧✈❡❞♦r❡s ❞❡ ❛♣❧✐❝❛çõ❡s✱ ❢♦r ✉s❛❞❛ ❝♦♠♦ ❜❛s❡ ♣❛r❛ ❛ ❝♦♥str✉çã♦ ❞❡ ♦✉tr❛s ♣❧❛t❛❢♦r♠❛s ♣❛r❛ ❝♦♠♣✉t❛çã♦ ❞✐str✐❜✉í❞❛✳ ❯♠❛ ♣♦ss✐❜✐❧✐❞❛❞❡ s❡r✐❛♠ ♣❧❛t❛❢♦r♠❛s q✉❡ ✉s❡♠ ♦ ♠❡❝❛♥✐s♠♦ ❞❡ ♠✐❣r❛çã♦ ♣❛r❛ ❡❢❡t✉❛r r❡❝♦♥✜❣✉r❛çõ❡s ♥❛ ❛♣❧✐❝❛çã♦ ❝♦♠ ❛ ✜♥❛❧✐❞❛❞❡ ❞❡✱ ♣♦r ❡①❡♠♣❧♦✱ ❛❧❝❛♥ç❛r ✉♠❛ ♠❡❧❤♦r ❞✐str✐❜✉✐çã♦ ❞❛ ❝❛r❣❛ ♥♦s ♥ós ❞♦ ❛❣❧♦♠❡r❛❞♦✳
❚❡♥❞♦ ❡♠ ✈✐st❛ ❝❛s♦s ❞❡ ✉s♦ ❝♦♠♦ ♦ ♠❡♥❝✐♦♥❛❞♦ ❛❝✐♠❛✱ ❛t❡♥çã♦ ❡s♣❡❝✐❛❧ ❢♦✐ ❞❛❞❛ ♣❛r❛ q✉❡ ♥♦ss❛ ✐♠♣❧❡♠❡♥t❛çã♦ s❡❥❛ ❢❛❝✐❧♠❡♥t❡ ❡①t❡♥sí✈❡❧✳ ❖ s✐st❡♠❛ ❞❡✈❡ ♣♦ss✉✐r ✉♠❛ ✐♥t❡r❢❛❝❡ q✉❡ ♣❡r♠✐t❛ ❝♦♥s✉❧t❛r ✐♥❢♦r♠❛çõ❡s s♦❜r❡ ♦s ❛t♦r❡s r♦❞❛♥❞♦ ♥♦ ❛❣❧♦♠❡r❛❞♦✳ ❈♦♠ ✐ss♦✱ ❛❧❣♦r✐t♠♦s ❞❡ t♦♠❛❞❛ ❞❡
✶✳✷✳ ▼❖❚■❱❆➬➹❖
❞❡❝✐sã♦ ♣♦❞❡♠ r❡❛❧✐③❛r ❛ ♠✐❣r❛çã♦ ❞❡ ❛t♦r❡s q✉❛♥❞♦ ❥✉❧❣❛r❡♠ ✈❛♥t❛❥♦s♦✱ s❡❣✉✐♥❞♦ ❛❧❣✉♠❛ ♣♦❧ít✐❝❛ ♣r❡✈✐❛♠❡♥t❡ ❞❡✜♥✐❞❛✳
◆♦ss♦ s✐st❡♠❛ ❢♦✐ ✐♥t❡✐r❛♠❡♥t❡ ❞❡s❡♥✈♦❧✈✐❞♦ ✉s❛♥❞♦ ❛ ❧✐♥❣✉❛❣❡♠ ❙❝❛❧❛✱ ❝✉❥❛ ❞✐str✐❜✉✐çã♦ ♦✜❝✐❛❧ ✐♥❝❧✉✐ ✉♠❛ ❜✐❜❧✐♦t❡❝❛ q✉❡ ✐♠♣❧❡♠❡♥t❛ ♦ ♠♦❞❡❧♦ ❞❡ ❛t♦r❡s✳ ◆♦ ❡♥t❛♥t♦✱ ❞❡❝✐❞✐♠♦s ♥ã♦ ✉s❛r ❛ ❜✐❜✲ ❧✐♦t❡❝❛ ❞❡ ❛t♦r❡s ❞❡ ❙❝❛❧❛ ♥❡st❡ tr❛❜❛❧❤♦✳ ❆♦ ✐♥✈és ❞✐ss♦✱ ♥♦ss❛ ✐♠♣❧❡♠❡♥t❛çã♦ é ❢❡✐t❛ s♦❜r❡ ✉♠❛ ✐♥❢r❛❡str✉t✉r❛ ❥á ❡①✐st❡♥t❡✱ ❞❡♥♦♠✐♥❛❞❛ ❆❦❦❛✱ t❛♠❜é♠ ❡s❝r✐t❛ ❡♠ ❙❝❛❧❛ ❡ ✈♦❧t❛❞❛ ❛♦ ❞❡s❡♥✈♦❧✈✐✲ ♠❡♥t♦ ❞❡ s✐st❡♠❛s ❞✐str✐❜✉í❞♦s✳ ❖ ❆❦❦❛ ♣♦ss✉✐ ✉♠❛ ót✐♠❛ ✐♠♣❧❡♠❡♥t❛çã♦ ❞♦ ♠♦❞❡❧♦ ❞❡ ❛t♦r❡s✱ ♦ q✉❡ ♥♦s ❧❡✈♦✉ ❛ ❞❡❝✐❞✐r ♣♦r ✉s❛r t❛❧ s✐st❡♠❛ ❝♦♠♦ ❜❛s❡ ♣❛r❛ ♥♦ss❛ ✐♥❢r❛❡str✉t✉r❛✳
✶✳✷ ▼♦t✐✈❛çã♦
❆s ❛♣❧✐❝❛çõ❡s ♣♦❞❡♠ s❡r ❞✐str✐❜✉í❞❛s ♣♦r ❞✐❢❡r❡♥t❡s r❛③õ❡s✳ ▼✉✐t❛s ✈❡③❡s ✉♠❛ ❛♣❧✐❝❛çã♦ ♣r❡❝✐s❛ s❡r ❞✐str✐❜✉í❞❛ ❞❡✈✐❞♦ à ♣ró♣r✐❛ ❧♦❝❛❧✐③❛çã♦ ❞♦s r❡❝✉rs♦s ❝♦♠ ♦s q✉❛✐s ❡❧❛ ❧✐❞❛✳ ❯♠ ♣r♦❣r❛♠❛ ❞❡ ❜❛t❡✲ ♣❛♣♦✱ ♣♦r ❡①❡♠♣❧♦✱ ♣♦❞❡ ❡st❛r ❡♠ ❡①❡❝✉çã♦ ❡♠ ❝♦♠♣✉t❛❞♦r❡s ❞❡ ❞✐❢❡r❡♥t❡s ❝♦♥t✐♥❡♥t❡s✱ ♣❡r♠✐t✐♥❞♦ q✉❡ ♣❡ss♦❛s ❛ ♠✐❧❤❛r❡s ❞❡ q✉✐❧ô♠❡tr♦s ❞❡ ❞✐stâ♥❝✐❛ s❡ ❝♦♠✉♥✐q✉❡♠✳
❆❧é♠ ❞❛s ❛♣❧✐❝❛çõ❡s ✐♥❡r❡♥t❡♠❡♥t❡s ❞✐str✐❜✉í❞❛s✱ é ❝❛❞❛ ✈❡③ ♠❛✐s ❝♦♠✉♠ q✉❡ ❝❡rt♦s t✐♣♦s ❞❡ ❛♣❧✐❝❛çõ❡s q✉❡ ❡①✐❥❛♠ ✉♠ ❣r❛♥❞❡ ♣♦❞❡r ❝♦♠♣✉t❛❝✐♦♥❛❧ s❡❥❛♠ ❡①❡❝✉t❛❞❛s ❞❡ ♠❛♥❡✐r❛ ❞✐str✐❜✉í❞❛ ❡♠ ❛❣❧♦♠❡r❛❞♦s ❞❡ ❝♦♠♣✉t❛❞♦r❡s✳ ❊ss❡s ❛❣❧♦♠❡r❛❞♦s ♠✉✐t❛s ✈❡③❡s sã♦ ❢♦r♠❛❞♦s ♣♦r ❝♦♠♣✉t❛❞♦r❡s ❝♦♠✉♥s✱ ❞❡ ♠❛♥❡✐r❛ ❛ ❞✐♠✐♥✉✐r s❡✉ ❝✉st♦✳ ▼✉✐t♦ s❡ ♦✉✈❡ ❢❛❧❛r✱ ♣♦r ❡①❡♠♣❧♦✱ ❞♦s ❞❛t❛❝❡♥t❡rs ❞♦ ●♦♦❣❧❡✱ ❝♦♥t❡♥❞♦ ❝❡♥t❡♥❛s ♦✉ ♠✐❧❤❛r❡s ❞❡ ♠áq✉✐♥❛s ❝♦♠✉♥s q✉❡✱ ❥✉♥t❛s✱ sã♦ ❝❛♣❛③❡s ❞❡ ♣r♦❝❡ss❛r q✉❛♥t✐❞❛❞❡s ❛str♦♥ô♠✐❝❛s ❞❡ ❞❛❞♦s✳
❚♦❞❛✈✐❛✱ ♥ã♦ sã♦ ❛♣❡♥❛s ❛♣❧✐❝❛çõ❡s ❞❡ss❡ ♣♦rt❡ q✉❡ ♣♦❞❡♠ s❡ ❜❡♥❡✜❝✐❛r ❞❛ ❞✐str✐❜✉✐çã♦✳ ▼❡s♠♦ ❛♣❧✐❝❛çõ❡s ♠❛✐s ❝♦♠✉♥s ♣♦❞❡♠ ❛♣r❡s❡♥t❛r ❣❛♥❤♦s ❞❡ ❞❡s❡♠♣❡♥❤♦ ❡ ✈❛③ã♦ ❛♦ s❡r❡♠ ❞✐str✐❜✉í❞❛s ♥✉♠ ❝♦♥❥✉♥t♦ ❞❡ ❝♦♠♣✉t❛❞♦r❡s✳ ❆❧é♠ ❞✐ss♦✱ s✐st❡♠❛s ❞✐str✐❜✉í❞♦s t❛♠❜é♠ ♣❡r♠✐t❡♠ ✉♠❛ ♠❛✐♦r t♦❧❡râ♥❝✐❛ ❛ ❢❛❧❤❛s ❡ ❡s❝❛❧❛❜✐❧✐❞❛❞❡✳
❉❡ss❛ ❢♦r♠❛✱ ❛ ❣r❛♥❞❡ ♠♦t✐✈❛çã♦ ❞❡st❡ tr❛❜❛❧❤♦ é ❛ ♥❡❝❡ss✐❞❛❞❡ ❞❡ ✉♠❛ ✐♥❢r❛❡str✉t✉r❛ q✉❡ ❡❢❡✲ t✐✈❛♠❡♥t❡ ❢❛❝✐❧✐t❡ ❛ ✐♠♣❧❡♠❡♥t❛çã♦ ❞❡ ❛♣❧✐❝❛çõ❡s ❞✐str✐❜✉í❞❛s ❡✜❝✐❡♥t❡s✱ ❡s❝❛❧á✈❡✐s ❡ r❡❝♦♥✜❣✉rá✈❡✐s✳ ❊ss❛ ♥❡❝❡ss✐❞❛❞❡ ♥ã♦ ♥♦s ❛♣♦♥t❛ ✉♠ ♦❜❥❡t✐✈♦ ✐♠❡❞✐❛t♦✱ ♠❛s ✉♠ r✉♠♦✳ ❙✉♣r✐✲❧♦ ❝♦♠♣❧❡t❛♠❡♥t❡ s❡r✐❛ ✉♠ ❛❧✈♦ ❛♠❜✐❝✐♦s♦ ❞❡♠❛✐s✳ P♦r ✐ss♦✱ ❝♦♥❝❡♥tr❛♠♦✲♥♦s ❡♠ ❞✉❛s ❢✉♥❝✐♦♥❛❧✐❞❛❞❡s ♣r✐♥❝✐♣❛✐s✿ ❞✐str✐❜✉✐çã♦ ❛✉t♦♠át✐❝❛ ❡ ♠✐❣r❛çã♦ ❞❡ ❛t♦r❡s✳
✶✳✷✳✶ ❉✐str✐❜✉✐çã♦ ❛✉t♦♠át✐❝❛
❆ ♣r✐♥❝✐♣❛❧ ♠♦t✐✈❛çã♦ ♣❛r❛ ❛ ❞✐str✐❜✉✐çã♦ ❛✉t♦♠át✐❝❛ ❞♦s ❛t♦r❡s é ❢❛❝✐❧✐t❛r ♦ tr❛❜❛❧❤♦ ❞♦s ❞❡✲ s❡♥✈♦❧✈❡❞♦r❡s ❞❡ s✐st❡♠❛s ❞✐str✐❜✉í❞♦s✱ ❞❡s♦❜r✐❣❛♥❞♦✲♦s ❞❡ t❡r q✉❡ ❧✐❞❛r✱ ♥♦ ❝ó❞✐❣♦ ❞❛ ❛♣❧✐❝❛çã♦✱ ❝♦♠ ❞❡t❛❧❤❡s ❝♦♠♦ ❛ ❧♦❝❛❧✐③❛çã♦ ❞❛s ♠áq✉✐♥❛s✳
❆❧é♠ ❞✐ss♦✱ ✉♠❛ ❛♣❧✐❝❛çã♦ ❝✉❥♦ ❝ó❞✐❣♦ ♥ã♦ ♣♦ss✉✐ r❡❢❡rê♥❝✐❛s ❡①♣❧í❝✐t❛s ❛♦s ❡♥❞❡r❡ç♦s ❞❛s ♠áq✉✐♥❛s ♥❛s q✉❛✐s ❡❧❛ s❡rá ❡①❡❝✉t❛❞❛ é ♥❛t✉r❛❧♠❡♥t❡ ❛❞❛♣tá✈❡❧ ❛ ✈❛r✐❛çõ❡s ♥♦ ♥ú♠❡r♦ ❞❡ ♥ós ❞♦ ❛❣❧♦♠❡r❛❞♦✱ ❝❛r❛❝t❡ríst✐❝❛ q✉❡ ❢❛✈♦r❡❝❡ ❛ ❡s❝❛❧❛❜✐❧✐❞❛❞❡✳ P❛r❛ q✉❡ ✉♠❛ ♠❡s♠❛ ❛♣❧✐❝❛çã♦ r♦❞❡ ❡♠ ✶✵ ♦✉ ✶✵✵ ❝♦♠♣✉t❛❞♦r❡s✱ ♣♦r ❡①❡♠♣❧♦✱ ❜❛st❛ q✉❡ ♦ ❛rq✉✐✈♦ ❞❡ ❝♦♥✜❣✉r❛çã♦ q✉❡ ❞❡s❝r❡✈❡ ♦ ❛❣❧♦♠❡r❛❞♦ s❡❥❛ ♠♦❞✐✜❝❛❞♦✳ ◆♦ss♦ s✐st❡♠❛ ❝✉✐❞❛rá ❞❡ ❞✐str✐❜✉✐r ♦s ❛t♦r❡s ♥❛s ♠áq✉✐♥❛s ❞✐s♣♦♥í✈❡✐s✳
❆ ❞✐str✐❜✉✐çã♦ ❛✉t♦♠át✐❝❛ ♣♦ss✐❜✐❧✐t❛ ❛✐♥❞❛ q✉❡ s❡ ❡❢❡t✉❡ ❜❛❧❛♥❝❡❛♠❡♥t♦ ❞❡ ❝❛r❣❛ ♥♦ ♠♦♠❡♥t♦ ❞❛ ❝r✐❛çã♦ ❞♦s ❛t♦r❡s✳ ❖ ❛❧❣♦r✐t♠♦ ❞❡ ❞✐str✐❜✉✐çã♦ ✐♥✐❝✐❛❧✱ q✉❡ ❞❡❝✐❞❡ ♦♥❞❡ ❝♦❧♦❝❛r ❝❛❞❛ ❛t♦r ✐♥st❛♥❝✐❛❞♦✱
