❯♥✐✈❡rs✐❞❛❞❡ ❋❡❞❡r❛❧ ❞♦ P✐❛✉í
❈❡♥tr♦ ❞❡ ❈✐ê♥❝✐❛s ❞❛ ◆❛t✉r❡③❛
Pós✲●r❛❞✉❛çã♦ ❡♠ ▼❛t❡♠át✐❝❛
▼❡str❛❞♦ Pr♦❢✐ss✐♦♥❛❧ ❡♠ ▼❛t❡♠át✐❝❛ ✲ P❘❖❋▼❆❚
❖ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ❡ ■♥t❡❣r❛❧ ❝♦♠♦ ❢❡rr❛♠❡♥t❛
✐♥t❡r❞✐s❝✐♣❧✐♥❛r ♥♦ ❊♥s✐♥♦ ▼é❞✐♦
❏❛♥✐❧s♦♥ ❈❧❛②❞s♦♥ ❙✐❧✈❛ ❇r✐t♦
❏❛♥✐❧s♦♥ ❈❧❛②❞s♦♥ ❙✐❧✈❛ ❇r✐t♦
❉✐ss❡rt❛çã♦ ❞❡ ▼❡str❛❞♦✿
❖ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ❡ ■♥t❡❣r❛❧ ❝♦♠♦ ❢❡rr❛♠❡♥t❛ ✐♥t❡r❞✐s❝✐♣❧✐♥❛r
♥♦ ❊♥s✐♥♦ ▼é❞✐♦
❉✐ss❡rt❛çã♦ s✉❜♠❡t✐❞❛ à ❈♦♦r❞❡♥❛çã♦ ❆❝❛❞ê♠✐❝❛ ■♥st✐t✉❝✐♦♥❛❧ ❞♦ Pr♦❣r❛♠❛ ❞❡ ▼❡str❛❞♦ Pr♦✜ss✐♦♥❛❧ ❡♠ ▼❛t❡♠át✐❝❛ ❡♠ ❘❡❞❡ ◆❛❝✐♦♥❛❧ ♥❛ ❯♥✐✈❡rs✐❞❛❞❡ ❋❡❞❡r❛❧ ❞♦ P✐❛✉í✱ ♦❢❡r❡❝✐❞♦ ❡♠ ❛ss♦❝✐❛çã♦ ❝♦♠ ❛ ❙♦❝✐❡❞❛❞❡ ❇r❛s✐❧❡✐r❛ ❞❡ ▼❛t❡♠át✐❝❛✱ ❝♦♠♦ r❡q✉✐s✐t♦ ♣❛r❝✐❛❧ ♣❛r❛ ♦❜t❡♥çã♦ ❞♦ ❣r❛✉ ❞❡ ▼❡str❡ ❡♠ ▼❛t❡♠át✐❝❛✳
❖r✐❡♥t❛❞♦r✿
Pr♦❢✳ ❉r✳ P❛✉❧♦ ❆❧❡①❛♥❞r❡ ❆r❛ú❥♦ ❙♦✉s❛
❇❘■❚❖✱ ❏✳ ❈✳ ❙✳
①①①① ❖ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ❡ ■♥t❡❣r❛❧ ❝♦♠♦ ❢❡rr❛♠❡♥t❛ ✐♥t❡r❞✐s❝✐♣❧✐♥❛r ♥♦ ❊♥s✐♥♦ ▼é❞✐♦✳
◆♦♠❡ ❞♦ ❆❧✉♥♦ ✕ ❚❡r❡s✐♥❛✿ ❆◆❖✳
❖r✐❡♥t❛❞♦r✿ Pr♦❢✳ ❉r✳ P❛✉❧♦ ❆❧❡①❛♥❞r❡ ❆r❛ú❥♦ ❙♦✉s❛✳
✶✳ ▼❛t❡♠át✐❝❛
✐
❆❣r❛❞❡❝✐♠❡♥t♦s
❊♠ ♣r✐♠❡✐r♦ ❧✉❣❛r ❛❣r❛❞❡ç♦ ❛ ❉❡✉s ♣♦r t♦❞❛s ❛s ♦♣♦rt✉♥✐❞❛❞❡s q✉❡ ♠❡ ❝♦♥❢❡r✐✉ ❡ ♣❡❧❛ ❜♦❛ s❛ú❞❡✱ ♠❡ ♣❡r♠✐t✐♥❞♦ ♦✉s❛r ♥❛s ♣♦ss✐❜✐❧✐❞❛❞❡s ❞❡ ❜✉s❝❛r s❡♠♣r❡ ♦ ♠❡❧❤♦r✳
❆❣r❛❞❡ç♦ ❛ t♦❞❛ ❛ ♠✐♥❤❛ ❢❛♠í❧✐❛ q✉❡ s❡♠♣r❡ ♠❡ ✐♥s♣✐r❛r❛♠ ❡ ✐♥❝❡♥t✐✈❛r❛♠ ♥❛ ❜✉s❝❛ ❞♦ ❝♦♥❤❡❝✐♠❡♥t♦✱ ♠❡s♠♦ s❡♥❞♦ ♠✉✐t❛s ❛s ❞✐✜❝✉❧❞❛❞❡s ♣♦r t♦❞♦s ❡ss❡s ❛♥♦s✳
❆❣r❛❞❡ç♦ ❛ ♠✐♥❤❛ ♠✉❧❤❡r P❛trí❝✐❛✱ q✉❡ ❛♦ ❧♦♥❣♦ ❞❡ss❡s ❞♦✐s ❛♥♦s ❞❡ ❝✉rs♦ t❡✈❡ ♣❛❝✐ê♥❝✐❛ q✉❛♥❞♦ ❡✉ ❡st❛✈❛ ❞✐st❛♥t❡ ❛ tr❛❜❛❧❤♦✱ ♣❡❧❛ s✉❛ ❝♦♠♣r❡❡♥sã♦ ❡ ❛♣♦✐♦ ❡♥q✉❛♥t♦ ♠❡ ❞❡❞✐❝❛✈❛ ❛♦s ❡st✉❞♦s✳
❆❣r❛❞❡ç♦ ❛ ♠❡✉s ❝♦❧❡❣❛s ❞❡ ❝✉rs♦✱ ♣❡❧❛ ❝♦❧❛❜♦r❛çã♦ ♥♦ ❞❡❝♦rr❡r ❞❡ t♦❞♦ ♦ ❝✉rs♦ ♥❛ ❡①❡❝✉çã♦ ❞❡ tr❛❜❛❧❤♦s ❡ ♣r✐♥❝✐♣❛❧♠❡♥t❡ ♥♦s ♠✉✐t♦s ♠♦♠❡♥t♦s ❞❡ ❡st✉❞♦ ❡♠ q✉❡ t♦❞♦s s❡ ❛❥✉❞❛✈❛♠ ♥❛ r❡s♦❧✉çã♦ ❞❡ ❡①❡r❝í❝✐♦s ❡ ♣❡sq✉✐s❛s✱ ♦ q✉❡ ♠❡ ❢❡③ ❛♣r✐♠♦r❛r ❝❛❞❛ ✈❡③ ♠❛✐s ❡♠ ❝❛❞❛ ❞✐s❝✐♣❧✐♥❛✳
❆❣r❛❞❡ç♦ ❛ ❈❆P❊❙ ♣❡❧♦ ❛♣♦✐♦ ✜♥❛♥❝❡✐r♦ q✉❡ ♠❡ ❢♦✐ ♠✉✐t♦ út✐❧ ♥♦ ❞❡❝♦rr❡r ❞❡ss❡s ❞♦✐s ❛♥♦s✳
❊♠ ❡s♣❡❝✐❛❧✱ ❛❣r❛❞❡ç♦ ❛ t♦❞♦s ♦s ♥♦ss♦s ♣r♦❢❡ss♦r❡s✱ ♣♦✐s ♠❡ ✜③❡r❛♠ ❛♣❛✐①♦♥❛r✲♠❡ ❛✐♥❞❛ ♠❛✐s ♣❡❧❛ ▼❛t❡♠át✐❝❛ ❡ ❛♦ ♣r♦❢❡ss♦r P❛✉❧♦ ❆❧❡①❛♥❞r❡✱ q✉❡ ♠✉✐t♦ ♠❡ ❛❥✉❞♦✉ ♥❛ ❝♦♥str✉çã♦ ❞❡st❡ tr❛❜❛❧❤♦✳
✐✐✐
✏◆✐♥❣✉é♠ ❝❛♠✐♥❤❛ s❡♠ ❛♣r❡♥❞❡r ❛ ❝❛♠✐✲ ♥❤❛r✱ s❡♠ ❛♣r❡♥❞❡r ❛ ❢❛③❡r ♦ ❝❛♠✐♥❤♦ ❝❛✲ ♠✐♥❤❛♥❞♦✱ r❡❢❛③❡♥❞♦ ❡ r❡t♦❝❛♥❞♦ ♦ s♦♥❤♦ ♣❡❧♦ q✉❛❧ s❡ ♣ôs ❛ ❝❛♠✐♥❤❛r✧✳
❘❡s✉♠♦
❖ ♣r❡s❡♥t❡ tr❛❜❛❧❤♦ ❡stá ♦r❣❛♥✐③❛❞♦ ❞❛ s❡❣✉✐♥t❡ ❢♦r♠❛✿ ♥❛ ♣r✐♠❡✐r❛ ♣❛rt❡✱ ❛♣r❡s❡♥t❛♠♦s ✉♠ ❜r❡✈❡ ❤✐stór✐❝♦ ❞♦s ♣r✐♥❝✐♣❛✐s ❞❡s❡♥✈♦❧✈❡❞♦r❡s ❞♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ❡ ■♥t❡❣r❛❧ ❛♦ ❧♦♥❣♦ ❞❛ ❤✐stór✐❛❀ ❡♠ s❡❣✉✐❞❛✱ é ❢❡✐t❛ ✉♠❛ ❢✉♥❞❛♠❡♥t❛çã♦ t❡ór✐❝❛ s♦❜r❡ ❛❧❣✉♥s tó♣✐❝♦s ❞♦ ❝á❧❝✉❧♦✱ ♣♦r ❡①❡♠♣❧♦✿ t❡♦r❡♠❛ ❞♦ ❱❛❧♦r ▼é❞✐♦✱ t❡st❡ ❞❛ ♣r✐♠❡✐r❛ ❡ ❞❛ s❡❣✉♥❞❛ ❞❡r✐✈❛❞❛✱ t❡♦r❡♠❛ ❋✉♥❞❛♠❡♥t❛❧ ❞♦ ❈á❧❝✉❧♦❀ ❋✐♥❛❧♠❡♥t❡✱ ✈✐s❛♥❞♦ ♠♦str❛r ❛ ✐♠♣♦rtâ♥❝✐❛ ❞♦ ❡st✉❞♦ ❞♦ ❝á❧❝✉❧♦ ♥♦ ❡♥s✐♥♦ ♠é❞✐♦✱ ❛♣r❡s❡♥t❛♠♦s ❡①❡♠♣❧♦s s✐♠♣❧❡s ❡ ❛♣❧✐❝❛çõ❡s ♠❛✐s ❡❧❛❜♦r❛❞❛s ❞♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ❡ ■♥t❡❣r❛❧ ❡♠ ♦✉tr❛s ❈✐ê♥❝✐❛s✳
P❛❧❛✈r❛s ❝❤❛✈❡✿ ❝á❧❝✉❧♦✱ ❞❡r✐✈❛❞❛✱ ✐♥t❡❣r❛❧✱ ❈✐ê♥❝✐❛s✳
❆❜str❛❝t
❚❤✐s ♣❛♣❡r ✐s ♦r❣❛♥✐③❡❞ ❛s ❢♦❧❧♦✇s✿ t❤❡ ✜rst ♣❛rt ✐s ❛ ❜r✐❡❢ ❤✐st♦r② ♦❢ t❤❡ ♠❛✐♥ ❞❡✈❡❧♦♣❡rs ♦❢ t❤❡ ❉✐✛❡r❡♥t✐❛❧ ❛♥❞ ■♥t❡❣r❛❧ ❈❛❧❝✉❧✉s t❤r♦✉❣❤♦✉t ❤✐st♦r②✱ t❤❡♥✱ t❤❡r❡ ✐s ❛ t❤❡♦r❡t✐❝❛❧ ❝❛❧❝✉❧❛t✐♦♥ ♦♥ s♦♠❡ t♦♣✐❝s✱ ❢♦r ❡①❛♠♣❧❡✿ ❱❛❧✉❡ ❚❤❡♦r❡♠ ❛✈❡r❛❣❡ t❡st t❤❡ ✜rst ❛♥❞ s❡❝♦♥❞ ❞❡r✐✈❛t✐✈❡✱ ❋✉♥❞❛♠❡♥t❛❧ t❤❡♦r❡♠ ♦❢ ❈❛❧❝✉❧✉s❀ ❋✐♥❛❧❧②✱ ✐♥ ♦r❞❡r t♦ s❤♦✇ t❤❡ ✐♠♣♦rt❛♥❝❡ ♦❢ t❤❡ st✉❞② ♦❢ ❝❛❧❝✉❧✉s ✐♥ ❤✐❣❤ s❝❤♦♦❧✱ ✇❡ ♣r❡s❡♥t s✐♠♣❧❡ ❡①❛♠♣❧❡s ❛♥❞ ❛♣♣❧✐❝❛t✐♦♥s ♠♦r❡ ❡❧❛❜♦r❛t❡ ❉✐✛❡r❡♥t✐❛❧ ❛♥❞ ■♥t❡❣r❛❧ ❈❛❧❝✉❧✉s ✐♥ ♦t❤❡r s❝✐❡♥❝❡s✳
❑❊❨❲❖❘❉❙✿ ❝❛❧❝✉❧✉s✱ ❞❡r✐✈❛t✐✈❡✱ ✐♥t❡❣r❛❧✱ ❙❝✐❡♥❝❡s✳
❙✉♠ár✐♦
❘❡s✉♠♦ ✐✈
❆❜str❛❝t ✈
✶ ❯♠ ♣♦✉❝♦ ❞❛ ❍✐stór✐❛ ❞♦ ❈á❧❝✉❧♦ ✸
✶✳✶ ❆♥t✐❣✉✐❞❛❞❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸ ✶✳✷ ■❞❛❞❡ ▼é❞✐❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹ ✶✳✸ ■❞❛❞❡ ▼♦❞❡r♥❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺ ✶✳✹ ■❞❛❞❡ ❈♦♥t❡♠♣♦râ♥❡❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻
✷ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✼
✷✳✶ ❆❧❣✉♠❛s ❞❡r✐✈❛❞❛s ❜ás✐❝❛s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽ ✷✳✷ ❖ ❚❡♦r❡♠❛ ❞❡ ❘♦❧❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷ ✷✳✸ ❚❡♦r❡♠❛ ❞♦ ❱❛❧♦r ▼é❞✐♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸ ✷✳✹ ❈r❡s❝✐♠❡♥t♦ ❡ ❞❡❝r❡s❝✐♠❡♥t♦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✺ ✷✳✺ ❉❡r✐✈❛❞❛ ❞❡ s❡❣✉♥❞❛ ♦r❞❡♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✺ ✷✳✺✳✶ ❯s♦ ❞❛ s❡❣✉♥❞❛ ❞❡r✐✈❛❞❛ ♣❛r❛ ♠á①✐♠♦s ❡ ♠í♥✐♠♦s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✻
✸ ❯♠❛ ❜r❡✈❡ ✐♥tr♦❞✉çã♦ ❛♦ ❈á❧❝✉❧♦ ■♥t❡❣r❛❧ ✶✾
✸✳✶ ■♥t❡❣r❛❧ ❞❡✜♥✐❞❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✾ ✸✳✶✳✶ ❖ q✉❡ é ár❡❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✾ ✸✳✶✳✷ Pr♦♣r✐❡❞❛❞❡s ❞❛ ✐♥t❡❣r❛❧ ❞❡✜♥✐❞❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✶ ✸✳✷ ❖ ❚❡♦r❡♠❛ ❋✉♥❞❛♠❡♥t❛❧ ❞♦ ❈á❧❝✉❧♦ ✲ ❚❋❈ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✷ ✸✳✷✳✶ ❚❡♦r❡♠❛ ❞♦ ✈❛❧♦r ♠é❞✐♦ ♣❛r❛ ✐♥t❡❣r❛✐s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✷ ✸✳✷✳✷ ❚❡♦r❡♠❛ ❋✉♥❞❛♠❡♥t❛❧ ❞♦ ❈á❧❝✉❧♦ ✭❚❋❈✮ ✲ P❛rt❡ ■ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✸ ✸✳✷✳✸ ❚❡♦r❡♠❛ ❋✉♥❞❛♠❡♥t❛❧ ❞♦ ❈á❧❝✉❧♦ ✭❚❋❈✮ ✲ P❛rt❡ ■■ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✸
❙✉♠ár✐♦ ✈✐✐
✸✳✸ ■♥t❡❣r❛❧ ✐♥❞❡✜♥✐❞❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✹ ✸✳✸✳✶ Pr♦♣r✐❡❞❛❞❡s ❞❛ ✐♥t❡❣r❛❧ ✐♥❞❡✜♥✐❞❛ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✺
✹ Pr♦❜❧❡♠❛s ❛♣❧✐❝❛❞♦s ❛ ♦✉tr❛s ❝✐ê♥❝✐❛s ✷✻
✺ ❈♦♥s✐❞❡r❛çõ❡s ✜♥❛✐s ✹✶
■♥tr♦❞✉çã♦
❙❡❣✉♥❞♦ ❛ ♣r♦♣♦st❛ ❞♦s P❛râ♠❡tr♦s ❈✉rr✐❝✉❧❛r❡s ◆❛❝✐♦♥❛✐s ✭P❈◆✬s✮ ❬✹❪✱ ♦ ❝✉rrí❝✉❧♦ ❞♦ ❊♥s✐♥♦ ▼é❞✐♦ ❞❡✈❡ s❡r ❡str✉t✉r❛❞♦ ❞❡ ♠♦❞♦ ❛ ❛ss❡❣✉r❛r ❛♦ ❛❧✉♥♦ ❛ ♣♦ss✐❜✐❧✐❞❛❞❡ ❞❡ ❛♠✲ ♣❧✐❛r ❡ ❛♣r♦❢✉♥❞❛r ♦s ❝♦♥❤❡❝✐♠❡♥t♦s ♠❛t❡♠át✐❝♦s ❛❞q✉✐r✐❞♦s ♥♦ ❊♥s✐♥♦ ❋✉♥❞❛♠❡♥t❛❧ ❞❡ ❢♦r♠❛ ✐♥t❡❣r❛❞❛ ❝♦♠ ♦✉tr❛s ár❡❛s ❞♦ ❝♦♥❤❡❝✐♠❡♥t♦ ❡ ♦r✐❡♥t❛❞❛ ♣❡❧❛ ♣❡rs♣❡❝t✐✈❛ ❤✐stór✐❝♦✲ ❝✉❧t✉r❛❧ ♥❛ q✉❛❧ ❡stã♦ ❧✐❣❛❞♦s ♦s t❡♠❛s ❡♠ ❡st✉❞♦✳ ■st♦ é ♣r♦♣♦st♦ ✈✐s❛♥❞♦ ❛ ♣r❡♣❛r❛çã♦ ❞♦ ❛❧✉♥♦ ♣❛r❛ ♦ tr❛❜❛❧❤♦ ❡ ❡①❡r❝í❝✐♦ ❞❛ ❝✐❞❛❞❛♥✐❛ ❡ t❛♠❜é♠ ❛ ❝♦♥t✐♥✉❛çã♦ ❞❡ s❡✉s ❡st✉❞♦s ❡♠ ♥í✈❡✐s s✉♣❡r✐♦r❡s✳
■♥❢❡❧✐③♠❡♥t❡✱ r❡s✉❧t❛❞♦s ❞❡ ❛✈❛❧✐❛çõ❡s ✐♥st✐t✉❝✐♦♥❛✐s ❝♦♠♦ ♦ ❙❆❊❇ ✭❙✐st❡♠❛ ◆❛❝✐♦♥❛❧ ❞❡ ❆✈❛❧✐❛çã♦ ❊s❝♦❧❛r ❞❛ ❊❞✉❝❛çã♦ ❇ás✐❝❛✮ ❡ ♦ ❊◆❊▼ ✭❊①❛♠❡ ◆❛❝✐♦♥❛❧ ❞♦ ❊♥s✐♥♦ ▼é❞✐♦✮✱ ♣r♦♠♦✈✐❞♦s ♣❡❧♦ ●♦✈❡r♥♦ ❋❡❞❡r❛❧✱ r❡✈❡❧❛♠ q✉❡ ♠✉✐t♦s ❛❧✉♥♦s t❡r♠✐♥❛♠ ♦ ❊♥s✐♥♦ ▼é❞✐♦ ❝♦♠ ❞✐✜❝✉❧❞❛❞❡s ❡♠ ❝♦♥❝❡✐t♦s ❡ ♣r♦❝❡❞✐♠❡♥t♦s ❢✉♥❞❛♠❡♥t❛✐s ❞❛ ▼❛t❡♠át✐❝❛✱ t❛✐s ❝♦♠♦ ♦♣❡r❛r ❝♦♠ ♥ú♠❡r♦s r❡❛✐s✱ ✐♥t❡r♣r❡t❛r ❣rá✜❝♦s ❡ t❛❜❡❧❛s✱ ❞❡♥tr❡ ♦✉tr❛s ❝♦✐s❛s✳
❆♣❡s❛r ❞❡ ❛❧❣✉♥s ❧✐✈r♦s ❞✐❞át✐❝♦s ❞♦ ❊♥s✐♥♦ ▼é❞✐♦ ❛♣r❡s❡♥t❛r❡♠ tó♣✐❝♦s r❡❧❛t✐✈♦s ❛♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ❡ ■♥t❡❣r❛❧✱ ❝♦♠♦ ❧✐♠✐t❡✱ ❞❡r✐✈❛❞❛ ❡ ✐♥t❡❣r❛❧✱ ❡ss❡s t❡♠❛s✱ ♥❛ ♠❛✐♦r✐❛ ❞❛s ✈❡③❡s✱ ♥ã♦ sã♦ ❡♥s✐♥❛❞♦s s♦❜ ♦ ♣r❡t❡①t♦ ❞❡ s❡r❡♠ ❞✐❢í❝❡✐s ❡ ✐♠♣ró♣r✐♦s ❛ ❡ss❡ s❡❣♠❡♥t♦ ❞❛ ❡❞✉❝❛çã♦ ❡ ❛❝❛❜❛♠ ✜❝❛♥❞♦ r❡str✐t♦s ❛♦ ❡♥s✐♥♦ s✉♣❡r✐♦r✱ ♦ q✉❡ ❧❡✈❛ ♦ ❈á❧❝✉❧♦ ❛ ❢❛③❡r ♣❛rt❡ ❞♦ ❧✐✈r♦ ❞✐❞át✐❝♦✱ ♠❛s ♥ã♦ ❞♦ ❝✉rrí❝✉❧♦ ❞♦ ❊♥s✐♥♦ ▼é❞✐♦✳
❙❡❣✉♥❞♦ ●❡r❛❧❞♦ ➪✈✐❧❛✱ ✏♦ ❝♦♥❝❡✐t♦ ❞❡ ❞❡r✐✈❛❞❛ ♣♦❞❡ s❡r ❡♥s✐♥❛❞♦✱ ❝♦♠ ❣r❛♥❞❡ ✈❛♥t❛✲ ❣❡♠✱ ❧♦❣♦ ♥❛ ♣r✐♠❡✐r❛ sér✐❡ ❞♦ s❡❣✉♥❞♦ ❣r❛✉✱ ❛♦ ❧❛❞♦ ❞♦ ❡♥s✐♥♦ ❞❡ ❢✉♥çõ❡s✑ ❬✷❪ ❡ ❬✸❪✳ P❛r❛ ❡❧❡ ♦ ❡♥s✐♥♦ ❞♦ ❝á❧❝✉❧♦ é ❞❡ ❣r❛♥❞❡ ✐♠♣♦rtâ♥❝✐❛✱ ♣♦✐s ❛❧é♠ ❞❡ ❛❥✉❞❛r ♥♦ tr❛t❛♠❡♥t♦ ❞❡ ✐♥ú♠❡r❛s ♣r♦♣r✐❡❞❛❞❡s ❞❛s ❢✉♥çõ❡s ❡ ❞❡ t❡r ❛♣❧✐❝❛çõ❡s ✐♥t❡r❡ss❛♥t❡s ❡♠ ♣r♦❜❧❡♠❛s ❞❡ ♠á✲ ①✐♠♦ ❡ ♠í♥✐♠♦✱ ❝r❡s❝✐♠❡♥t♦ ❡ ❞❡❝r❡s❝✐♠❡♥t♦✱ ❞❡♥tr❡ ♦✉tr♦s✱ ✐♥t❡❣r❛✲s❡ ❤❛r♠♦♥✐♦s❛♠❡♥t❡ ❝♦♠ ♠✉✐t❛s ❞❛s ❝✐ê♥❝✐❛s ❝♦♥❤❡❝✐❞❛s✱ ♣♦✐s ♦ ❝á❧❝✉❧♦ ♣♦❞❡ t♦r♥❛r ♦ ❡st✉❞♦ ❞❡ ❛❧❣✉♥s ❞❡st❡s tó♣✐❝♦s ♠❛✐s s✐♠♣❧❡s ❡ ❝♦♠♣r❡❡♥sí✈❡✐s ♣❛r❛ ♦s ❛❧✉♥♦s ❞♦ ❊♥s✐♥♦ ▼é❞✐♦✳
❊♠ ❋ís✐❝❛✱ ♦ ❝á❧❝✉❧♦ é ❛♣❧✐❝❛❞♦ ♥♦ ❡st✉❞♦ ❞♦ ♠♦✈✐♠❡♥t♦✱ ♣r❡ssã♦✱ ❞❡♥s✐❞❛❞❡ ❡ ♦✉tr❛s
❙✉♠ár✐♦ ✷
❛♣❧✐❝❛çõ❡s✳ P♦❞❡ s❡r ✉s❛❞♦✱ ❡♠ ❝á❧❝✉❧♦ ♥✉♠ér✐❝♦✱ ♣❛r❛ ❡♥❝♦♥tr❛r ❛ r❡t❛ q✉❡ ♠❡❧❤♦r r❡♣r❡✲ s❡♥t❛ ✉♠ ❝♦♥❥✉♥t♦ ❞❡ ♣♦♥t♦s ❡♠ ✉♠ ❞♦♠í♥✐♦✳ ◆❛ ❡s❢❡r❛ ❞❛ ♠❡❞✐❝✐♥❛✱ ♦ ❝á❧❝✉❧♦ ♣♦❞❡ s❡r ✉s❛❞♦ ♣❛r❛ ❡♥❝♦♥tr❛r ♦ â♥❣✉❧♦ ót✐♠♦ ♥❛ r❛♠✐✜❝❛çã♦ ❞♦s ✈❛s♦s s❛♥❣✉í♥❡♦s ♣❛r❛ ♠❛①✐♠✐③❛r ❛ ❝✐r❝✉❧❛çã♦✱ ❡ ❛té ♠❡s♠♦ ❞❡t❡r♠✐♥❛r ♦ t❛♠❛♥❤♦ ♠á①✐♠♦ ❞❡ ♠♦❧é❝✉❧❛s q✉❡ sã♦ ❝❛♣❛③❡s ❞❡ ❛tr❛✈❡ss❛r ❛ ♠❡♠❜r❛♥❛ ♣❧❛s♠át✐❝❛ ❡♠ ✉♠❛ ❞❡t❡r♠✐♥❛❞❛ s✐t✉❛çã♦✱ ♥♦r♠❛❧ ♦✉ ✐♥❞✉③✐❞❛✱ ❡♠ ❝é❧✉❧❛s✳ ◆❛ ❣❡♦♠❡tr✐❛ ❛♥❛❧ít✐❝❛✱ ♥♦ ❡st✉❞♦ ❞♦s ❣rá✜❝♦s ❞❡ ❢✉♥çõ❡s✱ ♦ ❝á❧❝✉❧♦ é ✉s❛❞♦ ♣❛r❛ ❡♥❝♦♥tr❛r ♣♦♥t♦s ♠á①✐♠♦s ❡ ♠í♥✐♠♦s✱ ❛ ✐♥❝❧✐♥❛çã♦✱ ❝♦♥❝❛✈✐❞❛❞❡ ❡ ♣♦♥t♦s ❞❡ ✐♥✢❡①ã♦✳ ◆❛ ❡❝♦♥♦♠✐❛ ♦ ❝á❧❝✉❧♦ ♣❡r♠✐t❡ ❛ ❞❡t❡r♠✐♥❛çã♦ ❞♦ ❧✉❝r♦ ♠á①✐♠♦ ❢♦r♥❡❝❡♥❞♦ ✉♠❛ ❢ór♠✉❧❛ ♣❛r❛ ❝❛❧❝✉❧❛r ❢❛❝✐❧♠❡♥t❡ t❛♥t♦ ♦ ❝✉st♦ ♠❛r❣✐♥❛❧ q✉❛♥t♦ ❛ r❡♥❞❛ ♠❛r❣✐♥❛❧✳ ❊❧❡ t❛♠❜é♠ ❛❥✉❞❛ ❛ ❡♥❝♦♥tr❛r s♦❧✉çõ❡s ❛♣r♦①✐♠❛❞❛s ❞❡ ❡q✉❛çõ❡s✱ ✉t✐❧✐③❛♥❞♦ ♠ét♦❞♦s ❝♦♠♦ ♦ ♠ét♦❞♦ ❞❡ ◆❡✇t♦♥✱ ✐t❡r❛çã♦ ❞❡ ♣♦♥t♦ ✜①♦ ❡ ❛♣r♦①✐♠❛çã♦ ❧✐♥❡❛r✳
◆❡ss❡ tr❛❜❛❧❤♦✱ ♠♦str❛r❡♠♦s ✉♠ ♣♦✉❝♦ ❞❛ ❤✐stór✐❛ ❞♦ ❝á❧❝✉❧♦✱ ❛♣r❡s❡♥t❛♥❞♦ ❛❧❣✉♥s ❞♦s s❡✉s ♣r✐♥❝✐♣❛✐s ❝♦❧❛❜♦r❛❞♦r❡s✱ ✐❞❡♥t✐✜❝❛♥❞♦✲♦s ❞❡s❞❡ ❛ ❛♥t✐❣✉✐❞❛❞❡✱ ♣❛ss❛♥❞♦ ♣❡❧❛ ■❞❛❞❡ ▼é❞✐❛✱ ❛té ❝❤❡❣❛r ♥❛ ■❞❛❞❡ ▼♦❞❡r♥❛✱ q✉❛♥❞♦ s✉r❣❡♠ ◆❡✇t♦♥ ❡ ▲❡✐❜♥✐③✱ ♦s ♣r✐♥❝✐♣❛✐s ❝♦❧❛❜♦r❛❞♦r❡s ♣❛r❛ ❛ ❝♦♥str✉çã♦ ❞♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ❡ ■♥t❡❣r❛❧✳ ❋❛❧❛r❡♠♦s ✉♠ ♣♦✉❝♦ t❛♠❜é♠ ❞♦ ❞❡s❡♥✈♦❧✈✐♠❡♥t♦ ❞♦ ❝á❧❝✉❧♦ ♥❛ ■❞❛❞❡ ❈♦♥t❡♠♣♦râ♥❡❛✳
❈❛♣ít✉❧♦ ✶
❯♠ ♣♦✉❝♦ ❞❛ ❍✐stór✐❛ ❞♦ ❈á❧❝✉❧♦
❆ ❤✐stór✐❛ ❞♦ ❝á❧❝✉❧♦ ❡♥❝❛✐①❛✲s❡ ❡♠ ✈ár✐♦s ♣❡rí♦❞♦s ❞✐st✐♥t♦s✱ ❞❡ ❢♦r♠❛ ♥♦tá✈❡❧ ♥❛s ❡r❛s ❛♥t✐❣❛✱ ♠❡❞✐❡✈❛❧ ❡ ♠♦❞❡r♥❛✿ ❬✾❪✱❬✶✵❪ ❡ ❬✶✶❪✳ ❆s ✜❣✉r❛s ♦❜s❡r✈❛❞❛s ♥❡st❡ ❝❛♣ít✉❧♦ ❢♦r❛♠ t✐r❛❞❛s ❞❡ ❬✶✵❪✳
✶✳✶ ❆♥t✐❣✉✐❞❛❞❡
❋✐❣✉r❛ ✵✶✿ ❆rq✉✐♠❡❞❡s
❉❡ ❛❝♦r❞♦ ❝♦♠ ●❛✉ss✱ ❆rq✉✐♠❡❞❡s ✭❋✐❣✉r❛ ✵✶✮✱ ♦ ♠❛✐♦r ♠❛t❡♠át✐❝♦ ❞❛ ❛♥t✐❣✉✐❞❛❞❡✱ ❥á ❛♣r❡s❡♥t❛✈❛ ✐❞é✐❛s r❡❧❛❝✐♦♥❛❞❛s ❛♦ ❈á❧❝✉❧♦ ❞♦✐s sé❝✉❧♦s ❛♥t❡s ❞❡ ❈r✐st♦✳
◆❛ ❆♥t✐❣✉✐❞❛❞❡✱ ❢♦r❛♠ ✐♥tr♦❞✉③✐❞❛s ❛❧❣✉♠❛s ✐❞é✐❛s ❞♦ ❝á❧❝✉❧♦ ✐♥t❡❣r❛❧✱ ❡♠❜♦r❛ ♥ã♦ t❡♥❤❛ ❤❛✈✐❞♦ ✉♠ ❞❡s❡♥✈♦❧✈✐♠❡♥t♦ ❞❡ss❛s ✐❞é✐❛s ❞❡ ❢♦r♠❛ r✐❣♦r♦s❛ ❡ s✐st❡♠át✐❝❛✳ ❆ ❢✉♥çã♦ ❜ás✐❝❛ ❞♦ ❝á❧❝✉❧♦ ✐♥t❡❣r❛❧✱ ❝❛❧❝✉❧❛r ✈♦❧✉♠❡s ❡ ár❡❛s✱ ♣♦❞❡ s❡r r❡♠♦♥t❛❞❛ ❛♦ P❛♣✐r♦ ❊❣í♣❝✐♦ ❞❡ ▼♦s❝♦✇ ✭✶✽✵✵ ❛✳❈✳✮✱ ♥♦ q✉❛❧ ✉♠ ❡❣í♣❝✐♦ tr❛❜❛❧❤♦✉ ♦ ✈♦❧✉♠❡ ❞❡ ✉♠ ❢r✉st✉♠ ♣✐r❛♠✐❞❛❧✳
❈❛♣ít✉❧♦ ✶✳ ❯♠ ♣♦✉❝♦ ❞❛ ❍✐stór✐❛ ❞♦ ❈á❧❝✉❧♦ ✹
❊✉❞♦①✉s ✭✹✵✽✕✸✺✺ ❛✳❈✳✮ ✉s♦✉ ♦ ♠ét♦❞♦ ❞❛ ❡①❛✉stã♦ ♣❛r❛ ❝❛❧❝✉❧❛r ár❡❛s ❡ ✈♦❧✉♠❡s✳ ❆rq✉✐✲ ♠❡❞❡s ✭✷✽✼✕✷✶✷ ❛✳❈✳✮ ❧❡✈♦✉ ❡ss❛ ✐❞é✐❛ ❛❧é♠✱ ✐♥✈❡♥t❛♥❞♦ ❛ ❤❡✉ríst✐❝❛✱ q✉❡ s❡ ❛♣r♦①✐♠❛ ❞♦ ❝á❧❝✉❧♦ ✐♥t❡❣r❛❧✳ ❖ ♠ét♦❞♦ ❞❛ ❡①❛✉stã♦ ❢♦✐ r❡❞❡s❝♦❜❡rt♦ ♥❛ ❈❤✐♥❛ ♣♦r ▲✐✉ ❍✉✐ ♥♦ sé❝✉❧♦ ■■■✱ q✉❡ ♦ ✉s♦✉ ♣❛r❛ ❡♥❝♦♥tr❛r ❛ ár❡❛ ❞♦ ❝ír❝✉❧♦✳ ❖ ♠ét♦❞♦ t❛♠❜é♠ ❢♦✐ ✉s❛❞♦ ♣♦r ❩✉ ❈❤♦♥❣③❤✐ ♥♦ sé❝✉❧♦ ❱✱ ♣❛r❛ ❛❝❤❛r ♦ ✈♦❧✉♠❡ ❞❡ ✉♠❛ ❡s❢❡r❛✳
✶✳✷ ■❞❛❞❡ ▼é❞✐❛
◆❛ ■❞❛❞❡ ▼é❞✐❛✱ ♦ ♠❛t❡♠át✐❝♦ ✐♥❞✐❛♥♦ ❆r②❛❜❤❛t❛ ✉s♦✉ ❛ ♥♦çã♦ ✐♥✜♥✐t❡s✐♠❛❧ ❡♠ ✹✾✾ ❞✳❈✳ ❡①♣r❡ss❛♥❞♦✲❛ ❡♠ ✉♠ ♣r♦❜❧❡♠❛ ❞❡ ❛str♦♥♦♠✐❛ ♥❛ ❢♦r♠❛ ❞❡ ✉♠❛ ❡q✉❛çã♦ ❞✐❢❡r❡♥❝✐❛❧ ❜ás✐❝❛✳ ❊ss❛ ❡q✉❛çã♦ ❧❡✈♦✉ ❇❤ás❦❛r❛ ■■✱ ♥♦ sé❝✉❧♦ ❳■■✱ ❛ ❞❡s❡♥✈♦❧✈❡r ✉♠❛ ❞❡r✐✈❛❞❛ ♣r❡♠❛t✉r❛ r❡♣r❡s❡♥t❛♥❞♦ ✉♠❛ ♠✉❞❛♥ç❛ ✐♥✜♥✐t❡s✐♠❛❧✱ ❡ ❡❧❡ ❞❡s❡♥✈♦❧✈❡✉ t❛♠❜é♠ ♦ q✉❡ s❡r✐❛ ✉♠❛ ❢♦r♠❛ ♣r✐♠✐t✐✈❛ ❞♦ ✏❚❡♦r❡♠❛ ❞❡ ❘♦❧❧❡✧✳
❈❛♣ít✉❧♦ ✶✳ ❯♠ ♣♦✉❝♦ ❞❛ ❍✐stór✐❛ ❞♦ ❈á❧❝✉❧♦ ✺
✶✳✸ ■❞❛❞❡ ▼♦❞❡r♥❛
❋✐❣✉r❛ ✵✷✿ ❙✐r ■s❛❛❝ ◆❡✇t♦♥
❛♣❧✐❝♦✉ ♦ ❝á❧❝✉❧♦ às s✉❛s ❧❡✐s ❞♦
♠♦✈✐♠❡♥t♦ ❡ ❛ ♦✉tr♦s ❝♦♥❝❡✐t♦s
♠❛t❡♠át✐❝♦s✲❢ís✐❝♦s✳
❋✐❣✉r❛ ✵✸✿ ●♦tt❢r✐❡❞ ❲✐❧❤❡❧♠
▲❡✐❜♥✐③✿ ♦ ✐♥✈❡♥t♦r ❞♦ ❝á❧❝✉❧♦✱ ❥✉♥✲
t❛♠❡♥t❡ ❝♦♠ ◆❡✇t♦♥✳
◆❛ ■❞❛❞❡ ▼♦❞❡r♥❛✱ ❢♦r❛♠ ❢❡✐t❛s ❞❡s❝♦❜❡rt❛s ✐♥❞❡♣❡♥❞❡♥t❡s ♥♦ ❝á❧❝✉❧♦✳ ◆♦ ✐♥í❝✐♦ ❞♦ sé❝✉❧♦ ❳❱■■ ♥♦ ❏❛♣ã♦✱ ♦ ♠❛t❡♠át✐❝♦ ❙❡❦✐ ❑♦✇❛ ❡①♣❛♥❞✐✉ ♦ ♠ét♦❞♦ ❞❡ ❡①❛✉stã♦✳ ◆❛ ❊✉r♦♣❛✱ ❛ s❡❣✉♥❞❛ ♠❡t❛❞❡ ❞♦ sé❝✉❧♦ ❳❱■■ ❢♦✐ ✉♠ ♣❡rí♦❞♦ ❞❡ ❣r❛♥❞❡s ✐♥♦✈❛çõ❡s✳ ❖ ❈á❧❝✉❧♦ ❛❜r✐✉ ♥♦✈❛s ♦♣♦rt✉♥✐❞❛❞❡s ♥❛ ❢ís✐❝❛✲♠❛t❡♠át✐❝❛ ❞❡ r❡s♦❧✈❡r ♣r♦❜❧❡♠❛s ♠✉✐t♦ ❛♥t✐❣♦s q✉❡ ❛té ❡♥tã♦ ♥ã♦ ❤❛✈✐❛♠ s✐❞♦ s♦❧✉❝✐♦♥❛❞♦s✳ ❖✉tr♦s ♠❛t❡♠át✐❝♦s ❝♦♥tr✐❜✉ír❛♠ ♣❛r❛ ❡ss❛s ❞❡s❝♦❜❡rt❛s✱ ❞❡ ✉♠❛ ❢♦r♠❛ ♥♦tá✈❡❧✱ ❝♦♠♦ ❏♦❤♥ ❲❛❧❧✐s ❡ ■s❛❛❝ ❇❛rr♦✇✳ ❏❛♠❡s ●r❡❣♦r② ❞❡s❡♥✈♦❧✈❡✉ ✉♠ ❝❛s♦ ❡s♣❡❝✐❛❧ ❞♦ s❡❣✉♥❞♦ t❡♦r❡♠❛ ❢✉♥❞❛♠❡♥t❛❧ ❞♦ ❝á❧❝✉❧♦ ❡♠ ✶✻✻✽✳
❈❛♣ít✉❧♦ ✶✳ ❯♠ ♣♦✉❝♦ ❞❛ ❍✐stór✐❛ ❞♦ ❈á❧❝✉❧♦ ✻
▲❡✐❜♥✐③ ❞❡ t❡r r♦✉❜❛❞♦ ❛s ✐❞é✐❛s ❞❡ s❡✉s ❡s❝r✐t♦s ♥ã♦ ♣✉❜❧✐❝❛❞♦s✳ ◆❡✇t♦♥ t✐♥❤❛ ✉♠ á❧✐❜❡✱ ♣♦✐s à é♣♦❝❛ ❝♦♠♣❛rt✐❧❤❛r❛ s❡✉s ❡s❝r✐t♦s ❝♦♠ ❛❧❣✉♥s ♣♦✉❝♦s ♠❡♠❜r♦s ❞❛ ❙♦❝✐❡❞❛❞❡ ❘❡❛❧✳ ❊st❛ ❝♦♥tr♦✈érs✐❛ ❞✐✈✐❞✐✉ ♦s ♠❛t❡♠át✐❝♦s ✐♥❣❧❡s❡s ❞♦s ♠❛t❡♠át✐❝♦s ❛❧❡♠ã❡s ♣♦r ♠✉✐t♦s ❛♥♦s✳ ❯♠ ❡st✉❞♦ ❝✉✐❞❛❞♦s♦ ❞♦s ❡s❝r✐t♦s ❞❡ ▲❡✐❜♥✐③ ❡ ◆❡✇t♦♥ ♠♦str♦✉ q✉❡ ❛♠❜♦s ❝❤❡❣❛r❛♠ ❛ s❡✉s r❡s✉❧t❛❞♦s ✐♥❞❡♣❡♥❞❡♥t❡♠❡♥t❡✱ ▲❡✐❜♥✐③ ✐♥✐❝✐❛♥❞♦ ❝♦♠ ✐♥t❡❣r❛çã♦ ❡ ◆❡✇t♦♥ ❝♦♠ ❞✐❢❡r❡♥❝✐❛çã♦✳ ◆♦s ❞✐❛s ❛t✉❛✐s ❛❞♠✐t❡✲s❡ q✉❡ ◆❡✇t♦♥ ❡ ▲❡✐❜♥✐③ ❞❡s❝♦❜r✐r❛♠ ♦ ❝á❧❝✉❧♦ ✐♥❞❡♣❡♥❞❡♥t❡♠❡♥t❡✳ ▲❡✐❜♥✐③✱ ♣♦ré♠✱ ❢♦✐ q✉❡♠ ❞❡✉ ♦ ♥♦♠❡ ❝á❧❝✉❧♦ à ♥♦✈❛ ❞✐s❝✐♣❧✐♥❛✱ ◆❡✇t♦♥ ❛ ❝❤❛♠❛r❛ ❞❡ ✏❆ ❝✐ê♥❝✐❛ ❞♦s ✢✉①♦s✧✳
❆ ♣❛rt✐r ❞❡ ▲❡✐❜♥✐③ ❡ ◆❡✇t♦♥✱ ♠✉✐t♦s ♠❛t❡♠át✐❝♦s ❝♦♥tr✐❜✉ír❛♠ ♣❛r❛ ♦ ❝♦♥tí♥✉♦ ❞❡s❡♥✈♦❧✈✐♠❡♥t♦ ❞♦ ❝á❧❝✉❧♦✳
✶✳✹ ■❞❛❞❡ ❈♦♥t❡♠♣♦râ♥❡❛
❋✐❣✉r❛ ✵✹✿ ▼❛r✐❛ ●❛❡t❛♥❛ ❆❣♥❡s✐
❈❛♣ít✉❧♦ ✷
❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧
❈♦♥s✐❞❡r❡ ✉♠❛ ❝✉r✈❛C q✉❡ ♣♦ss✉❛ ✉♠❛ ❡q✉❛çã♦ ♥❛ ❢♦r♠❛y=f(x)✳ ◗✉❡r❡♠♦s ❡♥❝♦♥tr❛
❛ r❡t❛ t❛♥❣❡♥t❡ ❛C❡♠ ✉♠ ♣♦♥t♦P(a✱f(a))✳ P❛r❛ ✐ss♦ ❝♦♥s✐❞❡r❡♠♦s ✉♠ ♣♦♥t♦Q(x✱f(x))
♣ró①✐♠♦ ❞❡P✱ ♦♥❞❡ x6=a❡ ❝♦♥s✐❞❡r❡♠♦s ❛ ✐♥❝❧✐♥❛çã♦ ❞❛ r❡t❛ s❡❝❛♥t❡ PQ✿ mPQ=
f(x) −f(a)
x−a ✳
❊♥tã♦ ❢❛ç❛♠♦s ❛❣♦r❛Q s❡ ❛♣r♦①✐♠❛r ❞❡P ❛♦ ❧♦♥❣♦ ❞❛ ❝✉r✈❛ C✱ ♦❜r✐❣❛♥❞♦ x t❡♥❞❡r ❛ a✳ ❙❡ mPQ t❡♥❞❡r ❛ ✉♠ ♥ú♠❡r♦ m✱ ❡♥tã♦ ❞❡✜♥✐♠♦s ❛ t❛♥❣❡♥t❡ t ❝♦♠♦ s❡♥❞♦ ❛ r❡t❛ q✉❡ ♣❛ss❛ ♣♦rP ❡ t❡♠ ✐♥❝❧✐♥❛çã♦ m✳ ✭❱❡❥❛ ❛ ✜❣✉r❛ ✵✺✮
❋✐❣✉r❛ ✵✺
❉❡✜♥✐çã♦ ✶✳ ❆ r❡t❛ t❛♥❣❡♥t❡ ❛ ✉♠❛ ❝✉r✈❛y=f(x) ❡♠ ✉♠ ♣♦♥t♦P(a✱f(a)) é ❛ r❡t❛ q✉❡
♣❛ss❛ ♣♦r P q✉❡ t❡♠ ✐♥❝❧✐♥❛çã♦
m = ❧✐♠
x→a
f(x) −f(a)
x−a ✱
❞❡s❞❡ q✉❡ ❡①✐st❛ ♦ ❧✐♠✐t❡✳ ❱✐❞❡ ❬✶❪✳
❈❛♣ít✉❧♦ ✷✳ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✽
❈♦♥s✐❞❡r❛♥❞♦ h ♦ ✐♥❝r❡♠❡♥t♦ ❞❡ x ❝♦♠ r❡❧❛çã♦ ❛ a✱ ♦✉ s❡❥❛✱ h = x−a✱ t❡♠♦s q✉❡
q✉❛♥❞♦x t❡♥❞❡ ❛ a✱h t❡♥❞❡ ❛ ✵✳ ❆ss✐♠ t❡♠♦s ♦✉tr❛ ❡①♣r❡ssã♦ ♣❛r❛ ❛ ✐♥❝❧✐♥❛çã♦ ❞❛ r❡t❛
t❛♥❣❡♥t❡
m= ❧✐♠
h→✵
f(a+h) −f(a)
h ✳
❉❡✜♥✐çã♦ ✷✳ ❆ ❞❡r✐✈❛❞❛ ❞❡ ✉♠❛ ❢✉♥çã♦ f❡♠ ✉♠ ♣♦♥t♦ a✱ ❞❡♥♦t❛❞❛ ♣♦r f′
(a)✱ é
f′
(a) = ❧✐♠
x→a
f(x) −f(a)
x−a ✳
❊①❡♠♣❧♦ ✶✳ ❊♥❝♦♥tr❡ ❛ ❞❡r✐✈❛❞❛ ❞❛ ❢✉♥çã♦ f(x) =x✷−✽x+✾ ❡♠ ✉♠ ♥ú♠❡r♦ a✳
❙♦❧✉çã♦✿ ❉♦ ❧✐♠✐t❡ ❛♣r❡s❡♥t❛❞♦ ❛❝✐♠❛ t❡♠♦s
f′
(a) = ❧✐♠
h→✵
f(a+h) −f(a)
h = h❧✐♠→✵
[(a+h)✷−✽(a+h) +✾] − [a✷−✽a+✾]
h
= ❧✐♠
h→✵
a✷+✷ah+h✷−✽a−✽h+✾−a✷+✽a−✾
h
= ❧✐♠
h→✵
✷ah+h✷−✽h
h =h❧✐♠→✵✷
a+h−✽=✷a−✽✳
❊①❡♠♣❧♦ ✷✳ ❊♥❝♦♥tr❡ ✉♠❛ ❡q✉❛çã♦ ❞❛ r❡t❛ t❛♥❣❡♥t❡ à ♣❛rá❜♦❧❛y=x✷−✽x+✾ ♥♦ ♣♦♥t♦ (✸✱−✻)✳
❙♦❧✉çã♦✿ P❡❧♦ ❊①❡♠♣❧♦ ✶✱ s❛❜❡♠♦s q✉❡ ❛ ❞❡r✐✈❛❞❛ ❞❡f(x) =x✷−✽x+✾ ♥♦ ♥ú♠❡r♦aé f′
(a) =✷a−✽✳ P♦rt❛♥t♦ ❛ ✐♥❝❧✐♥❛çã♦ ❞❛ r❡t❛ t❛♥❣❡♥t❡ ❡♠(✸✱−✻)éf′
(✸) =✷(✸) −✽= −✷✳
❆ss✐♠✱ ❛ ❡q✉❛çã♦ ❞❛ r❡t❛ t❛♥❣❡♥t❡ éy− (−✻) = (−✷)·(x−✸)✱ ♦✉ s❡❥❛✱ y= −✷x✳
✷✳✶ ❆❧❣✉♠❛s ❞❡r✐✈❛❞❛s ❜ás✐❝❛s
❙❡❥❛♠ f ❡g ❢✉♥çõ❡s ❞❡r✐✈á✈❡✐s ❡♠ x ❡ ✉♠❛ ❝♦♥st❛♥t❡c✳ ❱❛❧❡♠ ❛s s❡❣✉✐♥t❡s ♣r♦♣♦s✐çõ❡s✿
❬✺❪
Pr♦♣♦s✐çã♦ ✷✳✶✳✶✳ ❙❡❥❛♠ I ⊂ ❘ ✉♠ ✐♥t❡r✈❛❧♦ ❡ f :I → ❘ ❛ ❢✉♥çã♦ ❝♦♥st❛♥t❡ f(x) = c
∀① ∈❘✱ ❡♥tã♦ f é ❞❡r✐✈á✈❡❧ ❡
f′
(c) =✵✳
❉❡♠♦♥str❛çã♦✳
f(x+h) −f(x)
h =c−c=✵
❡ ❛ss✐♠
f′
❈❛♣ít✉❧♦ ✷✳ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✾
Pr♦♣♦s✐çã♦ ✷✳✶✳✷✳ ❙❡❥❛♠ I⊂❘ ✉♠ ✐♥t❡r✈❛❧♦ ❡ f✱g:I→❘ ❢✉♥çõ❡s ❞❡r✐✈á✈❡✐s✱ ❡♥tã♦ ❛
❢✉♥çã♦f+g é ❞❡r✐✈á✈❡❧ ❡
(f(x) +g(x))′
=f′
(x) +g′
(x)✳
❉❡♠♦♥str❛çã♦✳ ❆♣❧✐❝❛♥❞♦ ❛ ❞❡✜♥✐çã♦ ❡ r❡❛rr❛♥❥❛♥❞♦ ♦s t❡r♠♦s✱
(f+g)′
(x) = ❧✐♠
h→✵
f(x+h) +g(x+h)
− f(x) +g(x)
h
= ❧✐♠
h→✵
f(x+h) −f(x)
h +
g(x+h) −g(x)
h
= ❧✐♠
h→✵
f(x+h) −f(x)
h +h❧✐♠→✵
g(x+h) −g(x)
h
= f′
(x) +g′
(x)✱
Pr♦♣♦s✐çã♦ ✷✳✶✳✸✳ ❙❡❥❛♠ I ⊂❘ ✉♠ ✐♥t❡r✈❛❧♦ ❡ f:I →❘ ✉♠❛ ❢✉♥çã♦ ❞❡r✐✈á✈❡❧✱ ❡♥tã♦
❛ ❢✉♥çã♦ c·f✱ ♦♥❞❡ c∈❘✱ é ❞❡r✐✈á✈❡❧ ❡ cf(x)′
=cf′
(x)✳
❉❡♠♦♥str❛çã♦✳ ❆♣❧✐❝❛♥❞♦ ❛ ❞❡✜♥✐çã♦ ❞❡ ❞❡r✐✈❛❞❛ ❡ ✉s❛♥❞♦ ❛s ♣r♦♣r✐❡❞❛❞❡s ❞❡ ❧✐♠✐t❡✱ t❡♠♦s
cf(x)′
= ❧✐♠
h→✵
cf(x+h) −cf(x)
h =c·h❧✐♠→✵
f(x+h) −f(x)
h =c·f
′
(x)✳
Pr♦♣♦s✐çã♦ ✷✳✶✳✹✳ ❙❡❥❛♠ I⊂❘ ✉♠ ✐♥t❡r✈❛❧♦ ❡ f✱g:I→❘ ❢✉♥çõ❡s ❞❡r✐✈á✈❡✐s✱ ❡♥tã♦ ❛
❢✉♥çã♦f·g é ❞❡r✐✈á✈❡❧ ❡
(f(x)g(x))′
=f(x)′
g(x) +f(x)g(x)′
✳
❉❡♠♦♥str❛çã♦✳ P♦r ❞❡✜♥✐çã♦✱
f(x)g(x)′
= ❧✐♠
h→✵
f(x+h)g(x+h) −f(x)g(x)
h ✳
P❛r❛ ❢❛③❡r s✉r❣✐r ❛s ❞❡r✐✈❛❞❛s r❡s♣❡❝t✐✈❛s ❞❡f❡ g✱ ❡s❝r❡✈❛♠♦s ♦ q✉♦❝✐❡♥t❡ ❝♦♠♦ f(x+h)g(x+h) −f(x)g(x)
h =
f(x+h) −f(x)
h ·g(x+h) +f(x)·
g(x+h) −g(x)
h
◗✉❛♥❞♦h→✵✱ t❡♠♦s q✉❡f(x+h) −f(x) h →f
′(
x)❡g(x+h) −g(x)
h →g
′(
x)✱ ❡♥❝♦♥tr❛♥❞♦✲
❈❛♣ít✉❧♦ ✷✳ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✶✵
❊①❡♠♣❧♦ ✸✳ ❈❛❧❝✉❧❡♠♦s ❛ ❞❡r✐✈❛❞❛ ❞♦ ♣r♦❞✉t♦ ❞❛s ❢✉♥çõ❡s
f(x) =x✷+✷x+✶ ❡ g(x) =✷x−✶✳
P❡❧❛ ❞❡r✐✈❛❞❛ ❞♦ ♣r♦❞✉t♦✱
f(x)g(x)′
= (x✷+✷x+✶)′
·(✷x−✶) + (x✷+✷x+✶)·(✷x−✶)′
= (✷x+✷)·(✷x−✶) + (x✷+✷x+✶)·✷ =✻x✷+✻x✳
Pr♦♣♦s✐çã♦ ✷✳✶✳✺✳ ❙❡❥❛♠ I ⊂❘ ✉♠ ✐♥t❡r✈❛❧♦ ❡ f✱g:I→ ❘ ❢✉♥çõ❡s ❞❡r✐✈á✈❡✐s s❡♥❞♦ g
✉♠❛ ❢✉♥çã♦ ♥ã♦ ♥✉❧❛✱ ❡♥tã♦ ❛ ❢✉♥çã♦ f
g é ❞❡r✐✈á✈❡❧ ❡
f g
′
(x) = f
′(
x)g(x) −f(x)g′(
x)
g(x)✷ ❉❡♠♦♥str❛çã♦✳ ❆♣❧✐❝❛♥❞♦ ❛ ❉❡r✐✈❛❞❛ ❞♦ ♣r♦❞✉t♦
f g
′
(x) =
f(x)· ✶
g(x)
′
=f′
(x)· ✶
g(x)+f(x)·
−g
′
(x)
g(x)✷
= f
′
(x)g(x) −f(x)g′
(x)
g(x)✷ ❊①❡♠♣❧♦ ✹✳ ❈❛❧❝✉❧❡♠♦s ❛ ❞❡r✐✈❛❞❛ ❞♦ q✉♦❝✐❡♥t❡ ❞❡ l(x) =√x ♣♦r h(x) = −x+✸✳
❙♦❧✉çã♦✿
√
x
−x+✸
′
= (
√
x)′
(−x+✸) −√x(−x+✸)′
(−x+✸)✷ =
✶ ✷·
✶
√
x ·(−x+✸) −
√
x·(−✶)
(−x+✸)✷ =
= −✶ ✷ · x √ x + ✸ ✷ · ✶ √ x + √ x
(−x+✸)✷ =
✶ ✷ ·
√
x+ ✸
✷· ✶
√
x
(−x+✸)✷ ✳
Pr♦♣♦s✐çã♦ ✷✳✶✳✻✳ ❙❡❥❛ f:❘→❘ ❞❛❞❛ ❝♦♠♦ f(x) =xn✱ ❡♥tã♦
f′
(x) =n·xn−✶
❉❡♠♦♥str❛çã♦✳ ❯s❛r❡♠♦s ♦ Pr✐♥❝í♣✐♦ ❞❛ ■♥❞✉çã♦ ❡ ❛ ❢ór♠✉❧❛ ❞❛ ❞❡r✐✈❛❞❛ ❞♦ ♣r♦❞✉t♦ ❞❡ ❞✉❛s ❢✉♥çõ❡s✱ ♣❛r❛ ♦❜t❡r ♦ r❡s✉❧t❛❞♦ ❞❡s❡❥❛❞♦✳ ❚♦♠❛♥❞♦f(x) =x ❡g(x) =✶✱ t❡♠♦s
(x·✶)′
=x′
·✶+x·✵✳
▼❛s
x′
= ❧✐♠
h→✵
x+h−x
h =h❧✐♠→✵
h
h =h❧✐♠→✵✶
❈❛♣ít✉❧♦ ✷✳ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✶✶
❞❡ ♠♦❞♦ q✉❡ ❛ ❢ór♠✉❧❛ é ✈á❧✐❞❛ ♣❛r❛n = ✶✳ ❆❣♦r❛ t♦♠❛♥❞♦ ♣♦r ❤✐♣ót❡s❡ ❞❡ ✐♥❞✉çã♦ ❛
✈❛❧✐❞❛❞❡ ♣❛r❛n✱ ✐st♦ é✱
f′
(x) =n·xn−✶✳
❱❛♠♦s ♠♦str❛r q✉❡ ✈❛❧❡ ♣❛r❛n+✶✱ ✐st♦ é✱ s❡ f(x) =xn+✶ ❡♥tã♦
f′
(x) = (n+✶)·xn✳
❙❛❜❡♠♦s q✉❡xn+✶ =x·xn✱ ✉s❛♥❞♦ ❡♥tã♦ ❛ ❞❡r✐✈❛❞❛ ❞♦ ♣r♦❞✉t♦✱ t❡♠♦s
(xn+✶)′
= (x·xn)′
=x′
·xn+x
·(xn)′
=xn+x
·n✳xn−✶ ⇒
(xn+✶)′
=xn+n·xn = (n+✶)xn✳
Pr♦♣♦s✐çã♦ ✷✳✶✳✼✳ ❉❡r✐✈❛❞❛ ❞❡ ✉♠❛ ❢✉♥çã♦ ❝♦♠♣♦st❛ ✭❘❡❣r❛ ❞❛ ❈❛❞❡✐❛✮✳ ❙❡❥❛♠ I⊂❘
✉♠ ✐♥t❡r✈❛❧♦ ❡f✱g :I →❘ ❢✉♥çõ❡s ❞❡r✐✈á✈❡✐s✱ ❡♥tã♦ ❛ ❢✉♥çã♦ ❝♦♠♣♦st❛f(g(x))é ❞❡r✐✈á✈❡❧
❡
f(g(x))′
=f′
(g(x))·g′
(x)✳
❉❡♠♦♥str❛çã♦✳ ❋✐①❡♠♦s ✉♠ ♣♦♥t♦x✳ ❙✉♣♦r❡♠♦s✱ ♣❛r❛ s✐♠♣❧✐✜❝❛r✱ q✉❡g(x+h)−g(x)6=✵
♣❛r❛ t♦❞♦h s✉✜❝✐❡♥t❡♠❡♥t❡ ♣❡q✉❡♥♦✳ P♦❞❡♠♦s ❡s❝r❡✈❡r
(f(g(x)))′
= ❧✐♠
h→✵
f(g(x+h)) −f(g(x))
h =h❧✐♠→✵
f(g(x+h)) −f(g(x))
g(x+h) −g(x) ·
g(x+h) −g(x)
h
❙❛❜❡♠♦s q✉❡ ♦ s❡❣✉♥❞♦ t❡r♠♦
g(x+h) −g(x)
h →g
′
(x)
q✉❛♥❞♦ h → ✵✳ P❛r❛ ♦ ♣r✐♠❡✐r♦ t❡r♠♦ ❝❤❛♠❡♠♦s a = g(x) ❡ z = g(x +h)✳ ◗✉❛♥❞♦
h→✵✱z →a✱ ❧♦❣♦
❧✐♠ h→✵
f(g(x+h)) −f(g(x))
g(x+h) −g(x) =z❧✐♠→a
f(z) −f(a)
z−a =f
′
(a) =f′
(g(x))✳
P❛r❛ ❛♣❧✐❝❛r ❛ ❘❡❣r❛ ❞❛ ❈❛❞❡✐❛✱ é ✐♠♣♦rt❛♥t❡ s❛❜❡r ✐❞❡♥t✐✜❝❛r q✉❛✐s sã♦ ❛s ❢✉♥çõ❡s ❡♥✲ ✈♦❧✈✐❞❛s✱ ❡ ❡♠ q✉❛❧ ♦r❞❡♠ ❡❧❛s sã♦ ❛♣❧✐❝❛❞❛s✳
❊①❡♠♣❧♦ ✺✳ ❈❛❧❝✉❧❡♠♦s ❛ ❞❡r✐✈❛❞❛ ❞❛ ❢✉♥çã♦
f(x) = √ ✶
❈❛♣ít✉❧♦ ✷✳ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✶✷
❖❜s❡r✈❛♠♦s q✉❡
✶
√
x✹+x✷ = (x
✹+x✷)−✶✷✳
❆ss✐♠✱ t❡♠♦s ✉♠❛ s✐t✉❛çã♦ ❞❡ ❢✉♥çã♦ ❝♦♠♣♦st❛ ❞♦ t✐♣♦uα✱ ❝♦♠α= −✶
✷❡u=x✹+x✷✳ ❆ss✐♠✱
f′
(x) = −✶
✷ ·(x✹+x✷)
′
·(x✹+x✷)−✶✷−✶
= −✶
✷ ·(✹x✸+✷x)·(x✹+x✷)−
✸ ✷
= (−✷x✸−x)·(x✹+x)−✸✷
= −✷x
✸−x
p
(x✹+x)✸✳
✷✳✷ ❖ ❚❡♦r❡♠❛ ❞❡ ❘♦❧❧❡
❉❡✜♥✐çã♦ ✸✳ ❙❡❥❛f: [a✱b]→R❡ c∈(a✱b)✳ ❖ ♣♦♥t♦cé ❞✐t♦ ❝rít✐❝♦ ♣❛r❛fs❡ f′
(c) =✵✳
Pr♦♣♦s✐çã♦ ✷✳✷✳✶ ✭❚❡♦r❡♠❛ ❞❡ ❋❡r♠❛t✮✳ ❙❡ ❛ ❢✉♥çã♦f(x)✱ ❞❡r✐✈á✈❡❧ ♥♦ ✐♥t❡r✈❛❧♦(a✱b)✱
t❡♠ ✉♠ ♠á①✐♠♦ ♦✉ ✉♠ ♠í♥✐♠♦ ♥♦ ♣♦♥t♦ x = x✶✱ ❡♥tã♦ ❛ ❞❡r✐✈❛❞❛ ❞❡ f(x) é ♥✉❧❛ ❡♠
x=x✶✱ ✐st♦ é✱ f′
(x✶) =✵✳
❉❡♠♦♥str❛çã♦✳ ❙❡❥❛x✶ ✉♠ ♣♦♥t♦ ❞❡ ♠á①✐♠♦ ❧♦❝❛❧ ❞❡ f❡ h ∈R t❛❧ q✉❡ x✶+h∈ (a✱b)✳
❉❛í t❡r❡♠♦s q✉❡ f(x✶+h) −f(x✶)6✵ ❡ ♣♦rt❛♥t♦
f(x✶+h) −f(x✶)
h 6✵✱ s❡ h >✵ ❡
f(x✶ +h) −f(x✶)
h >✵✱ s❡ h <✵✳
❆ss✐♠✱ t❡r❡♠♦s q✉❡
❧✐♠ h→✵+
f(x✶+h) −f(x✶)
h 6✵ ❡ (h❧✐♠→✵−
f(x✶+h) −f(x✶)
h >✵✱
❞❛í✱ ❝♦♠♦ ♦s ❧✐♠✐t❡s ❧❛t❡r❛✐s ❡①✐st❡♠ ❡ ❝♦✐♥❝✐❞❡♠✱ s❡❣✉❡ q✉❡f′
(x✶) =✵✳ ◆♦ ❝❛s♦ ❞❡x✶ s❡r
✉♠ ♣♦♥t♦ ❞❡ ♠í♥✐♠♦✱ ❛ ❞❡♠♦♥str❛çã♦ é ❛♥á❧♦❣❛✳
◆♦t❡ q✉❡ ❛ ❝♦♥❞✐çã♦ é ♥❡❝❡ssár✐❛✱ ♠❛s ♥ã♦ s✉✜❝✐❡♥t❡✳ P♦rq✉❡ ♣♦❞❡ ❤❛✈❡r ✉♠ ♣♦♥t♦ ♥♦ ✐♥t❡r✈❛❧♦✱ ♥♦ q✉❛❧ ❛ ❞❡r✐✈❛❞❛ é ♥✉❧❛✱ ♠❛s ♦ ♣♦♥t♦ ♥ã♦ é ♥❡♠ ✉♠ ♠á①✐♠♦ ♥❡♠ ✉♠ ♠í♥✐♠♦✱ ♦✉ ❛ ❢✉♥çã♦ ♣♦ss✉✐ ✉♠ ♣♦♥t♦ ❞❡ ♠á①✐♠♦ ♦✉ ♠í♥✐♠♦ ♥♦ q✉❛❧ ♥ã♦ é ❞❡r✐✈á✈❡❧✳ ■ss♦ ♣♦❞❡ s❡r ❝♦♥st❛t❛❞♦ ♣❛r❛ ♦ ❝❛s♦ ❞❡ ❛❧❣✉♠❛s ❢✉♥çõ❡s✱ ❝♦♠♦ ♠♦str❛❞♦ ♥❛ ✜❣✉r❛ ✵✻✳
❈❛♣ít✉❧♦ ✷✳ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✶✸
❋✐❣✉r❛ ✵✻
Pr♦♣♦s✐çã♦ ✷✳✷✳✷ ✭❚❡♦r❡♠❛ ❞❡ ❘♦❧❧❡✮✳ ❙❡❥❛ f : [a✱b] → R ✉♠❛ ❢✉♥çã♦ ❝♦♥tí♥✉❛ ❡
❞❡r✐✈á✈❡❧ ❡♠ (a✱b)✳ ❙❡ f(a) =f(b) ❡♥tã♦ ❡①✐st❡ c∈(a✱b) t❛❧ q✉❡
f′
(c) =✵✱
♦✉ s❡❥❛✱ ❡①✐st❡ ✉♠ ♣♦♥t♦ ❝rít✐❝♦ ❡♠(a✱b)✳
❉❡♠♦♥str❛çã♦✳ ❙❡❣✉❡ ❞♦ ❚❡♦r❡♠❛ ❞❡ ❲❡✐❡rstr❛ss ✭✈✐❞❡ ❬✻❪ ♣á❣✐♥❛ ✷✼✾✮ q✉❡ f ❛❞♠✐t❡
♠á①✐♠♦ ❡ ♠í♥✐♠♦ ❡♠[a✱b]✳ ❙❡ ❛♠❜♦s ❛❝♦♥t❡❝❡♠ ♥♦s ❡①tr❡♠♦s✱ ❞✐❣❛♠♦s✱ f(a)6 f(x) ❡
f(x)6f(b) ♣❛r❛ t♦❞♦ x∈[a✱b]✱ t❡rí❛♠♦s q✉❡
f(a)6f(x)6f(b) =f(a)✱ ∀x ∈[a✱b]✱
❞❡ss❛ ❢♦r♠❛ f s❡r✐❛ ❝♦♥st❛♥t❡ ✐❣✉❛❧ ❛ f(a) ❡ ❞❛í q✉❛❧q✉❡r c ∈ (a✱b) s❛t✐s❢❛③ q✉❡ f′
(c) =
✵✳ ❈❛s♦ ❝♦♥trár✐♦✱ ❛♦ ♠❡♥♦s ✉♠ ❞♦s ✈❛❧♦r❡s ❡①tr❡♠♦s ❛❝♦♥t❡❝❡ ❡♠ (a✱b) ❡ ❞❡✈✐❞♦ ❛
Pr♦♣♦s✐çã♦ ✷✳✷✳✶ t❛❧ ♣♦♥t♦ é ❝rít✐❝♦✳
✷✳✸ ❚❡♦r❡♠❛ ❞♦ ❱❛❧♦r ▼é❞✐♦
❈❛♣ít✉❧♦ ✷✳ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✶✹
❊♠ ♠❛t❡♠át✐❝❛✱ ♦ t❡♦r❡♠❛ ❞♦ ✈❛❧♦r ♠é❞✐♦ ✭✜❣✉r❛ ✵✼✮ ❛✜r♠❛ q✉❡ ❞❛❞❛ ✉♠❛ ❢✉♥çã♦ ❝♦♥tí♥✉❛f❞❡✜♥✐❞❛ ♥✉♠ ✐♥t❡r✈❛❧♦ ❢❡❝❤❛❞♦ [a✱b] ❡ ❞❡r✐✈á✈❡❧ ❡♠(a✱b)✱ ❡①✐st❡ ❛❧❣✉♠ ♣♦♥t♦
c❡♠ (a✱b) t❛❧ q✉❡✿
f′
(c) = f(b) −f(a)
b−a ✳
●❡♦♠❡tr✐❝❛♠❡♥t❡✱ ✐st♦ s✐❣♥✐✜❝❛ q✉❡ ❛ t❛♥❣❡♥t❡ ❛♦ ❣rá✜❝♦ ❞❡ f ♥♦ ♣♦♥t♦ ❞❡ ❛❜❝✐ss❛ c
é ♣❛r❛❧❡❧❛ à s❡❝❛♥t❡ q✉❡ ♣❛ss❛ ♣❡❧♦s ♣♦♥t♦s ❞❡ ❛❜❝✐ss❛s a❡ b✳
❖ t❡♦r❡♠❛ ❞♦ ✈❛❧♦r ♠é❞✐♦ t❛♠❜é♠ t❡♠ ✉♠❛ ✐♥t❡r♣r❡t❛çã♦ ❡♠ t❡r♠♦s ❢ís✐❝♦s✿ s❡ ✉♠ ♦❜❥❡t♦ ❡stá ❡♠ ♠♦✈✐♠❡♥t♦ ❡ s❡ ❛ s✉❛ ✈❡❧♦❝✐❞❛❞❡ ♠é❞✐❛ é v✱ ❡♥tã♦✱ ❞✉r❛♥t❡ ❡ss❡ ♣❡r❝✉rs♦
✭✐♥t❡r✈❛❧♦[a✱b]✮✱ ❤á ✉♠ ✐♥st❛♥t❡ ✭♣♦♥t♦ c✮ ❡♠ q✉❡ ❛ ✈❡❧♦❝✐❞❛❞❡ ✐♥st❛♥tâ♥❡❛ t❛♠❜é♠ év✳
❈♦♥s✐❞❡r❡♠♦s ♣r✐♠❡✐r❛♠❡♥t❡✱ ❛ r❡t❛ q✉❡ ♣❛ss❛ ♣❡❧♦s ♣♦♥t♦s (a✱f(a)) ❡ (b✱f(b))✱ ✐st♦
é✿
y−f(a) = f(b) −f(a)
b−a ·(x−a)✳
❊ss❛ r❡t❛ é ♦ ❣rá✜❝♦ ❞❛ ❢✉♥çã♦
T(x) = f(b) −f(a)
b−a ·(x−a) +f(a)✳
❙❡❥❛g ❛ ❢✉♥çã♦ q✉❡ é ❛ ❞✐❢❡r❡♥ç❛ ❡♥tr❡ f❡ T✱ ✐st♦ ég(x) =f(x) −T(x)✳ ❆ss✐♠✱
g(x) =f(x) −
f(b) −f(a)
b−a ·(x−a) +f(a)
✳
◗✉❛♥❞♦ x=a✱ t❡♠♦s✿
g(a) =f(a) −
f(b) −f(a)
b−a ·(a−a) +f(a)
=f(a) −f(a) =✵
❡✱ q✉❛♥❞♦x=b✱ t❡♠♦s✿
g(b) =f(b) −
f(b) −f(a)
b−a ·(b−a) +f(a)
=f(b) − [f(b) −f(a) +f(a)] =✵✳
❆❧é♠ ❞✐ss♦✱ ❝♦♠♦ g é ❛ ❞✐❢❡r❡♥ç❛ ❡♥tr❡ ❞✉❛s ❢✉♥çõ❡s ❝♦♥tí♥✉❛s ❡♠ [a✱b] ❡ ❞❡r✐✈á✈❡✐s
❡♠ (a✱b)✱ ❡❧❛ ♣ró♣r✐❛ é ❝♦♥tí♥✉❛ ❡♠ [a✱b] ❡ ❞❡r✐✈á✈❡❧ ❡♠ (a✱b)✳ ▲♦❣♦ ♣♦❞❡♠♦s ✉s❛r ♦
❚❡♦r❡♠❛ ❞❡ ❘♦❧❧❡ ♣❛r❛g✱ ❝♦♥❝❧✉✐♥❞♦ q✉❡ ❡①✐st❡ ✉♠ ♥ú♠❡r♦c♥♦ ✐♥t❡r✈❛❧♦ (a✱b)✱ t❛❧ q✉❡✿
g′
(c) =✵✱
s❡♥❞♦
g′
(x) =f′
(x) −
f(b) −f(a)
b−a
❈❛♣ít✉❧♦ ✷✳ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✶✺
t❡♠♦s
g′
(c) =f′
(c) −
f(b) −f(a)
b−a
❡✱ ♣♦rt❛♥t♦✱
f′
(c) −
f(b) −f(a)
b−a
=✵✱
❞♦♥❞❡✱
f′
(c) =
f(b) −f(a)
b−a
✳
✷✳✹ ❈r❡s❝✐♠❡♥t♦ ❡ ❞❡❝r❡s❝✐♠❡♥t♦
Pr♦♣♦s✐çã♦ ✷✳✹✳✶✳ ❙❡❥❛♠ I ⊂ ❘ ✉♠ ✐♥t❡r✈❛❧♦ ❡ f : I → ❘ ✉♠❛ ❢✉♥çã♦ ❞❡r✐✈á✈❡❧ ♥❡ss❡
✐♥t❡r✈❛❧♦✳ ❊♥tã♦ t❡♠♦s q✉❡✿
✐✳ ❙❡ f′
(x)>✵ s♦❜r❡ I✱ ❡♥tã♦ f é ❝r❡s❝❡♥t❡ ♥❡❧❡✳
✐✐✳ ❙❡f′
(x)<✵ s♦❜r❡ I✱ ❡♥tã♦ fé ❞❡❝r❡s❝❡♥t❡ ♥❡❧❡✳
❉❡♠♦♥str❛çã♦✳ ❙❡❥❛♠ x✶ ❡ x✷ ❞♦✐s ♥ú♠❡r♦s q✉❛✐sq✉❡r ♥♦ ✐♥t❡r✈❛❧♦ ❡♠ I ❝♦♠ x✶ < x✷✳
❉❡ ❛❝♦r❞♦ ❝♦♠ ❛ ❞❡✜♥✐çã♦ ❞❡ ❢✉♥çã♦ ❝r❡s❝❡♥t❡✱ t❡♠♦s q✉❡ ♠♦str❛r q✉❡ f(x✶) < f(x✷)✳
❙❛❜❡♠♦s q✉❡ f é ❞❡r✐✈á✈❡❧ ❡♠ (x✶✱x✷)✳ ▲♦❣♦✱ ♣❡❧♦ ❚❡♦r❡♠❛ ❞♦ ❱❛❧♦r ▼é❞✐♦✱ ❡①✐st❡ ✉♠
♥ú♠❡r♦c ❡♥tr❡x✶ ❡x✷ t❛❧ q✉❡
f(x✷) −f(x✶) =f′
(c)(x✷−x✶)✳
❆❣♦r❛ f′(
c) > ✵ ♣♦r ❤✐♣ót❡s❡ ❡ x✷ −x✶ > ✵✱ ♣♦✐s x✶ < x✷✳ ❆ss✐♠✱ f(x✷) −f(x✶) > ✵ ♦✉ f(x✶)< f(x✷)✱ ♦ q✉❡ ♠♦str❛ q✉❡f é ❝r❡s❝❡♥t❡✳
❆ ♣r♦♣♦s✐çã♦ ✷✳✹✳✷ é ♣r♦✈❛❞❛ ❞❡ ❢♦r♠❛ ❛♥á❧♦❣❛✳
✷✳✺ ❉❡r✐✈❛❞❛ ❞❡ s❡❣✉♥❞❛ ♦r❞❡♠
❆ ❞❡r✐✈❛❞❛ ❞❡ s❡❣✉♥❞❛ ♦r❞❡♠ ❞❡ ✉♠❛ ❢✉♥çã♦✱ ♦✉ s❡❣✉♥❞❛ ❞❡r✐✈❛❞❛✱ r❡♣r❡s❡♥t❛ ❛ ❞❡r✐✈❛❞❛ ❞❛ ❞❡r✐✈❛❞❛ ❞❡st❛ ❢✉♥çã♦✳ ❆ ♥♦t❛çã♦ ❝♦♠✉♠❡♥t❡ ✉t✐❧✐③❛❞❛ ♣❛r❛ ❞❡♥♦t❛r ❛ ❞❡r✐✈❛❞❛ ❞❡ s❡❣✉♥❞❛ ♦r❞❡♠ é
y′′
♦✉ d✷y
dx✷✱
❈❛♣ít✉❧♦ ✷✳ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✶✻
✷✳✺✳✶ ❯s♦ ❞❛ s❡❣✉♥❞❛ ❞❡r✐✈❛❞❛ ♣❛r❛ ♠á①✐♠♦s ❡ ♠í♥✐♠♦s
❖s ❧❡♠❛s s❡❣✉✐♥t❡s ♥♦s ❛❥✉❞❛r❛♠ ❛ ❞❡♠♦♥str❛r ♦ ✉s♦ ❞❛ s❡❣✉♥❞❛ ❞❡r✐✈❛❞❛ ♣❛r❛ ❡♥❝♦♥tr❛r ♠á①✐♠♦s ❡ ♠í♥✐♠♦s ❧♦❝❛✐s✳
▲❡♠❛ ✶✳ ❙❡❥❛♠ I ⊂ ❘ ✉♠ ✐♥t❡r✈❛❧♦ ❡ f : I → ❘ ✉♠❛ ❢✉♥çã♦ ❝♦♥tí♥✉❛✳ ❙❡ f(x✵) > ✵✱
❡♥tã♦ ❡①✐st❡δ >✵ t❛❧ q✉❡ s❡ x∈(x✵−δ✱x✵ +δ) ✱ ❡♥tã♦ f(x)>✵✳
❉❡♠♦♥str❛çã♦✳ ❚♦♠❛♥❞♦ ǫ = f(x✵)
✷ > ✵ ❡ ✉s❛♥❞♦ ♦ ❢❛t♦ q✉❡ f é ✉♠❛ ❢✉♥çã♦ ❝♦♥tí♥✉❛✱ ❡①✐st❡ δ >✵ t❛❧ q✉❡ s❡ |x−x✵|< δ✱ ❡♥tã♦ |f(x) −f(x✵)|< ǫ✱ ♦✉ s❡❥❛✱
x✵−δ < x < x✵+δ⇒−f(x✵)
✷ < f(x) −f(x✵)<
f(x✵)
✷ ❞❡ ♦♥❞❡ s❡❣✉❡ ♦ r❡s✉❧t❛❞♦✳
▲❡♠❛ ✷✳ ❙❡ fé ✉♠❛ ❢✉♥çã♦ ❞❡r✐✈á✈❡❧ ❡♠ (a✱b)✱ ❡♥tã♦ f é ❝♦♥tí♥✉❛ ♥❡st❡ ✐♥t❡r✈❛❧♦✳
❉❡♠♦♥str❛çã♦✳ ▼♦str❛r❡♠♦s q✉❡ f é ❝♦♥tí♥✉❛ ♥♦ ♣♦♥t♦ x✵ ∈ (a✱b)✳ P❛r❛ ✐st♦✱ ❜❛st❛
♣r♦✈❛r q✉❡
❧✐♠
x→x✵f(x) =f(x✵) ♦✉ ❡q✉✐✈❛❧❡♥t❡♠❡♥t❡✱
❧✐♠
x→x✵(f(x) −f(x✵)) = ✵✳ ❉❡ ❢❛t♦✱
❧✐♠ x→x✵
f(x) −f(x✵)
x−x✵ ·(x−x✵) =x❧✐♠→x✵
f(x) −f(x✵)
x−x✵ ·x❧✐♠→x✵(x−x✵) =f
′
(x✵)·✵=✵✳
Pr♦♣♦s✐çã♦ ✷✳✺✳✶✳ ❙❡❥❛♠f✉♠❛ ❢✉♥çã♦ ❞❡r✐✈á✈❡❧ ❡♠ ✉♠ ✐♥t❡r✈❛❧♦ ❛❜❡rt♦(a✱b)❝♦♥t❡♥❞♦
♦ ♣♦♥t♦ ❝rít✐❝♦ x✵ t❛❧ q✉❡ f′
(x✵) =✵✳ ❙❡ f ❛❞♠✐t❡ ❞❡r✐✈❛❞❛ s❡❣✉♥❞❛ f′′ ❡♠
(a✱b) ❡ s❡
✐✳ f′′
(x✵)<✵✱ ❡♥tã♦ x =x✵ é ✉♠ ♣♦♥t♦ ❞❡ ♠á①✐♠♦ ❧♦❝❛❧✳
✐✐✳ f′′
(x✵)>✵✱ ❡♥tã♦ x=x✵ é ✉♠ ♣♦♥t♦ ❞❡ ♠í♥✐♠♦ ❧♦❝❛❧✳
❉❡♠♦♥str❛çã♦✳ Pr♦✈❛r❡♠♦s ♦ ✐t❡♠ ✐✱ ♣♦✐s ♦ ♦✉tr♦ ❝❛s♦ é ❛♥á❧♦❣♦✳ ❈♦♠♦f❛❞♠✐t❡ ❞❡r✐✈❛❞❛
❞❡ s❡❣✉♥❞❛ ♦r❞❡♠✱ ❡♥tã♦ ♣❡❧♦ ▲❡♠❛ ✷✱ f′ é ✉♠❛ ❢✉♥çã♦ ❝♦♥tí♥✉❛✳ P♦r ❤✐♣ót❡s❡✱
f′′
(x✵)
❡①✐st❡ ❞❡ ♠♦❞♦ q✉❡
✵< f′′
(x✵) = ❧✐♠
x→x−
✵
f′(
x) −f′(
x✵)
x−x✵ ⇒x❧✐♠→x−
✵
f′(
x)
❈❛♣ít✉❧♦ ✷✳ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✶✼
❙❡♥❞♦f′
(x) ❝♦♥tí♥✉❛✱ ♣❡❧♦ ▲❡♠❛ ✶✱ ❡①✐st❡ ǫ✶ >✵ t❛❧ q✉❡ s❡ x ∈(x✵−ǫ✶✱x✵)✱ ❡♥tã♦
f′
(x)
x−x✵ >✵✳
❙❡♥❞♦x−x✵ <✵✱ s❡❣✉❡ q✉❡ f′
(x)<✵ ♣❛r❛ t♦❞♦ x∈(x✵−ǫ✶✱x✵)✳ ❯s❛♥❞♦ ♦ ❧✐♠✐t❡ ❧❛t❡r❛❧
à ❞✐r❡✐t❛✱ ❡①✐st❡ǫ✷ >✵ t❛❧ q✉❡ s❡ x∈(x✵✱x✵+ǫ✷)✱ ❡♥tã♦
f′
(x)
x−x✵ >✵✳
❙❡♥❞♦ x−x✵ > ✵✱ s❡❣✉❡ q✉❡ f′
(x) > ✵ ♣❛r❛ t♦❞♦ x ∈ (x✵✱x✵ +ǫ✷)✳ ❆ss✐♠✱ t❡♠♦s ✉♠
✐♥t❡r✈❛❧♦ ❛❜❡rt♦ (ǫ✶✱ǫ✷) ❝♦♥t❡♥❞♦ x✵ t❛❧ q✉❡ f′
(x) ♠✉❞❛ ❞❡ s✐♥❛❧✳ ▲♦❣♦✱ ♣❡❧♦ t❡st❡ ❞❛
♣r✐♠❡✐r❛ ❞❡r✐✈❛❞❛✱ s❡❣✉❡ q✉❡x=x✵ é ✉♠ ♣♦♥t♦ ❞❡ ♠í♥✐♠♦ ❧♦❝❛❧✳
❊①❡♠♣❧♦ ✻✳ ❆s ❢✉♥çõ❡s f(x) = ✶−x✷ ❡ g(x) = x✷✱ ❞❡✜♥✐❞❛s s♦❜r❡ S = [−✶✱ ✷] ♣♦ss✉❡♠
♣♦♥t♦s ❝rít✐❝♦s ❡♠ x = ✵✳ f′′
(✵) = −✷ < ✵ ❡ g′′
(✵) = ✷ > ✵✳ P❡❧♦ ❝r✐tér✐♦ ❞❛ s❡❣✉♥❞❛
❞❡r✐✈❛❞❛✱ x = ✵ é ♣♦♥t♦ ❞❡ ♠á①✐♠♦ ❧♦❝❛❧ ♣❛r❛ f ❡ ♣♦♥t♦ ❞❡ ♠í♥✐♠♦ ❧♦❝❛❧ ♣❛r❛ g ✭✜❣✉r❛
✵✽✮✳
f(x) =✶−x✷ f(x) =x✷
❋✐❣✉r❛ ✵✽
❉❡✜♥✐çã♦ ✹✳
✭✐✮ ❖ ❣rá✜❝♦ ❞❡ ✉♠❛ ❢✉♥çã♦f t❡♠ ❝♦♥❝❛✈✐❞❛❞❡ ✈♦❧t❛❞❛ ♣❛r❛ ❝✐♠❛ ♥♦ ♣♦♥t♦ (x✵✱f(x✵)) s❡
❡①✐st✐r f′
(x✵) ❡ s❡ ❡①✐st✐r ✉♠ ✐♥t❡r✈❛❧♦ ❛❜❡rt♦ I ❝♦♥t❡♥❞♦ x✵✱ t❛❧ q✉❡ ♣❛r❛ t♦❞♦s ♦s
✈❛❧♦r❡s ❞❡ x6=x✵ ❡♠ I✱ ♦ ♣♦♥t♦ (x✱f(x)) ❞♦ ❣rá✜❝♦ ❡stá ❛❝✐♠❛ ❞❛ r❡t❛ t❛♥❣❡♥t❡ ❛♦
❣rá✜❝♦ ❡♠ (x✵✱f(x✵))✳
✭✐✐✮ ❖ ❣rá✜❝♦ ❞❡ ✉♠❛ ❢✉♥çã♦ f t❡♠ ❝♦♥❝❛✈✐❞❛❞❡ ✈♦❧t❛❞❛ ♣❛r❛ ❜❛✐①♦ ♥♦ ♣♦♥t♦ (x✵✱f(x✵))
s❡ ❡①✐st✐r f′(
x✵)❡ s❡ ❡①✐st✐r ✉♠ ✐♥t❡r✈❛❧♦ ❛❜❡rt♦ I ❝♦♥t❡♥❞♦x✵✱ t❛❧ q✉❡ ♣❛r❛ t♦❞♦s ♦s
✈❛❧♦r❡s ❞❡ x 6=x✵ ❡♠ I✱ ♦ ♣♦♥t♦ (x✱f(x)) ❞♦ ❣rá✜❝♦ ❡stá ❛❜❛✐①♦ ❞❛ r❡t❛ t❛♥❣❡♥t❡ ❛♦
❈❛♣ít✉❧♦ ✷✳ ❯♠ ♣♦✉❝♦ s♦❜r❡ ♦ ❈á❧❝✉❧♦ ❉✐❢❡r❡♥❝✐❛❧ ✶✽
Pr♦♣♦s✐çã♦ ✷✳✺✳✷✳ ❙❡ fé ✉♠❛ ❢✉♥çã♦ q✉❡ ♣♦ss✉✐ ❛s ❞✉❛s ♣r✐♠❡✐r❛s ❞❡r✐✈❛❞❛s ❝♦♥tí♥✉❛s
s♦❜r❡ ✉♠ ❝♦♥❥✉♥t♦S✱ t❡r❡♠♦s ❛s s✐t✉❛çõ❡s ❛❜❛✐①♦✿
✐✳ ❙❡ f′′
(x) > ✵ ❡♠ ❛❧❣✉♠ ♣♦♥t♦ x ❞❡ S✱ ❡♥tã♦ ♦ ❣rá✜❝♦ ❞❡ f t❡♠ ❛ ❝♦♥❝❛✈✐❞❛❞❡ ✈♦❧t❛❞❛
♣❛r❛ ❝✐♠❛ ♥❛s ✈✐③✐♥❤❛♥ç❛s ❞❡ x✳
✐✐✳ ❙❡ f′′
(x) <✵ ❡♠ ❛❧❣✉♠ ♣♦♥t♦ x ❞❡ S✱ ❡♥tã♦ ♦ ❣rá✜❝♦ ❞❡ f t❡♠ ❛ ❝♦♥❝❛✈✐❞❛❞❡ ✈♦❧t❛❞❛
♣❛r❛ ❜❛✐①♦ ♥❛s ✈✐③✐♥❤❛♥ç❛s ❞❡ x✳
❈❛♣ít✉❧♦ ✸
❯♠❛ ❜r❡✈❡ ✐♥tr♦❞✉çã♦ ❛♦ ❈á❧❝✉❧♦
■♥t❡❣r❛❧
✸✳✶ ■♥t❡❣r❛❧ ❞❡✜♥✐❞❛
◆♦ ❈❛♣ít✉❧♦ ✷✱ ❡st✉❞❛♠♦s ❛ ❞❡r✐✈❛❞❛ ❡ s✉❛s ❛♣❧✐❝❛çõ❡s✳ ❆ss✐♠ ❝♦♠♦ ❛ ❞❡r✐✈❛❞❛✱ ❛ ✐♥t❡❣r❛❧ t❛♠❜é♠ é ✉♠ ❞♦s ❝♦♥❝❡✐t♦s ♠❛✐s ✐♠♣♦rt❛♥t❡s ❞♦ ❝á❧❝✉❧♦✳ ❏á ✈✐♠♦s q✉❡ ♦ ❝♦♥❝❡✐t♦ ❞❡ ❞❡r✐✈❛❞❛ ❡stá ✐♥t✐♠❛♠❡♥t❡ ❧✐❣❛❞♦ ❛♦ ♣r♦❜❧❡♠❛ ❞❡ ❡♥❝♦♥tr❛r ❛ ✐♥❝❧✐♥❛çã♦ ❞❛ r❡t❛ t❛♥❣❡♥t❡ ❛ ✉♠❛ ❝✉r✈❛ ❡♠ ✉♠ ❞❡t❡r♠✐♥❛❞♦ ♣♦♥t♦✳ ❆❣♦r❛ ✈❡r❡♠♦s q✉❡ ❛ ✐♥t❡❣r❛❧ ❡stá ❧✐❣❛❞❛ ❛♦ ♣r♦❜❧❡♠❛ ❞❡ ❞❡t❡r♠✐♥❛r ❛ ár❡❛ ❞❡ ✉♠❛ ✜❣✉r❛ ♣❧❛♥❛ q✉❛❧q✉❡r✳
✸✳✶✳✶ ❖ q✉❡ é ár❡❛
❈♦♥s✐❞❡r❡♠♦s ♦ s❡❣✉✐♥t❡ ♣r♦❜❧❡♠❛✿ ❡♥❝♦♥tr❛r ❛ ár❡❛ ❞❡ ✉♠❛ r❡❣✐ã♦Sq✉❡ ❡stá s♦❜ ❛ ❝✉r✈❛ y =f(x) ❞❡ a ❛té b✳ ■ss♦ q✉❡r ❞✐③❡r q✉❡ S ✭✈❡r ✜❣✉r❛ ✵✾✮ ❡stá ❧✐♠✐t❛❞❛ ♣❡❧♦ ❣rá✜❝♦ ❞❡
✉♠❛ ❢✉♥çã♦ ❝♦♥tí♥✉❛f✭♦♥❞❡ f(x)>✵✮✱ ❛s r❡t❛s ✈❡rt✐❝❛✐s x=a ❡x =b✱ ❡ ♦ ❡✐①♦ x✳
❋✐❣✉r❛ ✵✾
❈❛♣ít✉❧♦ ✸✳ ❯♠❛ ❜r❡✈❡ ✐♥tr♦❞✉çã♦ ❛♦ ❈á❧❝✉❧♦ ■♥t❡❣r❛❧ ✷✵
❯♠ ❝♦♥❝❡✐t♦ ♣r✐♠✐t✐✈♦ ❞❡ ár❡❛ é ♦ ❞❛ ár❡❛ ❞♦ r❡tâ♥❣✉❧♦✳ ❈❛❧❝✉❧❛r ❛ ár❡❛ ❞♦ r❡tâ♥❣✉❧♦ é r❡❧❛t✐✈❛♠❡♥t❡ ❢á❝✐❧✱ ❛ss✐♠ ❝♦♠♦ ❛ ❞❡ ♦✉tr❛s ✜❣✉r❛s ❣❡♦♠étr✐❝❛s ❡❧❡♠❡♥t❛r❡s ❝♦♠♦ tr✐❛♥❣✉❧♦ ❡ ♣❛r❛❧❡❧♦❣r❛♠♦✳ ❆ss✐♠✱ ❛ ár❡❛ ❞❡ ✉♠❛ r❡❣✐ã♦Sq✉❛❧q✉❡r ♣♦❞❡ s❡r ❝❛❧❝✉❧❛❞❛ ❛♣r♦①✐♠❛♥❞♦
❛ r❡❣✐ã♦ ❛tr❛✈és ❞❡ ♣♦❧í❣♦♥♦s✱ ❝✉❥❛s ár❡❛s ♣♦❞❡♠ s❡r ❝❛❧❝✉❧❛❞❛s ♣❡❧♦s ♠ét♦❞♦s ❞❛ ❣❡♦♠❡tr✐❛ ❡❧❡♠❡♥t❛r✳
P❛r❛ ✐ss♦✱ ✈❛♠♦s ❢❛③❡r ✉♠❛ ♣❛rt✐çã♦ P ❞♦ ✐♥t❡r✈❛❧♦ [a✱b]✱ ✐st♦ é✱ ✈❛♠♦s ❞✐✈✐❞✐r ♦
✐♥t❡r✈❛❧♦ [a✱b] ❡♠ n s✉❜✐♥t❡r✈❛❧♦s ✭✈❡❥❛ ❬✽❪✮✱ ♣♦r ♠❡✐♦ ❞♦s ♣♦♥t♦s
x✵✱x✶✱x✷✱ ✳ ✳ ✳ ✱xi−✶✱xi✱ ✳ ✳ ✳ ✱xn✱ ❡s❝♦❧❤✐❞♦s ❛r❜✐tr❛r✐❛♠❡♥t❡✱ ❞❛ s❡❣✉✐♥t❡ ♠❛♥❡✐r❛
a=x✵ < x✶ < x✷ <✳ ✳ ✳< xi−✶ < xi <✳ ✳ ✳< xn=b✳ ❉❡t❡r♠✐♥❡♠♦s ♦ ❝♦♠♣r✐♠❡♥t♦ ❞♦ ✐✲és✐♠♦ s✉❜✐♥t❡r✈❛❧♦✱[xi−✶✱xi]❝♦♠♦ s❡♥❞♦
∆xi=xi−xi−✶✳
❱❛♠♦s ❝♦♥str✉✐r r❡tâ♥❣✉❧♦s ❞❡ ❜❛s❡xi−xi−✶❡ ❛❧t✉r❛f(ci)♦♥❞❡cié ✉♠ ♣♦♥t♦ ❞♦ ✐♥t❡r✈❛❧♦
[xi−✶✱xi]✳ ❆ss✐♠ ❛ s♦♠❛ ❞❛s ár❡❛s ❞♦s n r❡tâ♥❣✉❧♦s✱ q✉❡ ❞❡♥♦t❛r❡♠♦s ♣♦rSn✱ s❡rá✿
Sn=f(c✶)×∆x✶+f(c✷)×∆x✷ +✳ ✳ ✳+f(cn)×∆xn
=
n X
i=✶
f(ci)×∆xi✳
❊ss❛ s♦♠❛ é ❝❤❛♠❛❞❛ ❞❡ ❙♦♠❛ ❞❡ ❘✐❡♠❛♥♥ ❞❛ ❢✉♥çã♦fr❡❧❛t✐✈❛ à ♣❛rt✐çã♦P✳ ◗✉❛♥❞♦ n❝r❡s❝❡✱ é ✏♥❛t✉r❛❧✧❡s♣❡r❛r q✉❡ ❛ s♦♠❛ ❞❛s ár❡❛s ❞♦s r❡tâ♥❣✉❧♦s ❛♣r♦①✐♠❡ ❞❛ ár❡❛ Ss♦❜
❛ ❝✉r✈❛✳
❈❤❛♠❛♠♦s ♥♦r♠❛ ❞❛ ♣❛rt✐çã♦ P ♦ ❝♦♠♣r✐♠❡♥t♦ ❞♦ s❡✉ s✉❜✐♥t❡r✈❛❧♦ ♠❛✐s ❧♦♥❣♦✿
||P||=♠❛①{∆xi❀i=✶✱ ✷✱ ✸✱ ✳ ✳ ✳ ✱n}✳
❉❡✜♥✐çã♦ ✺✳ ❆ ♠❡❞✐❞❛ ❞❛ ár❡❛ A ❞❛ r❡❣✐ã♦ S q✉❡ ❡stá s♦❜ ✉♠ ❣rá✜❝♦ ❞❡ ✉♠❛ ❢✉♥çã♦
❝♦♥tí♥✉❛ f é
A= ❧✐♠
||P||→✵
n X
i=✶
f(ci)×∆xi✱ s❡ ❡ss❡ ❧✐♠✐t❡ ❡①✐st✐r✳
❈❛♣ít✉❧♦ ✸✳ ❯♠❛ ❜r❡✈❡ ✐♥tr♦❞✉çã♦ ❛♦ ❈á❧❝✉❧♦ ■♥t❡❣r❛❧ ✷✶
❉❡✜♥✐çã♦ ✻✳ ❙❡❥❛ f(x) ✉♠❛ ❢✉♥çã♦ ❧✐♠✐t❛❞❛ ❞❡✜♥✐❞❛ ♥♦ ✐♥t❡r✈❛❧♦ ❢❡❝❤❛❞♦ [a✱b] ❡ s❡❥❛
P ✉♠❛ ♣❛rt✐çã♦ q✉❛❧q✉❡r ❞❡ [a✱b]✳ ❆ ✐♥t❡❣r❛❧ ❞❡ f(x) ♥♦ ✐♥t❡r✈❛❧♦ [a✱b]✱ ❞❡♥♦t❛❞❛ ♣♦r
Zb
a
f(x) dx✱ é ❞❛❞❛ ♣♦r
Zb
a
f(x) dx= ❧✐♠
||P||→✵
n X
i=✶
f(ci)×∆xi✱ ❞❡s❞❡ q✉❡ ❡①✐st❛ ♦ ❧✐♠✐t❡✳ ❆ss✐♠✱ t❡♠♦s q✉❡
✭✐✮ Z
é ♦ s✐♥❛❧ ❞❡ ✐♥t❡❣r❛çã♦❀
✭✐✐✮ f(x) é ❛ ❢✉♥çã♦ ✐♥t❡❣r❛♥❞♦❀
✭✐✐✐✮ d(x) é ❛ ❞✐❢❡r❡♥❝✐❛❧ q✉❡ ✐❞❡♥t✐✜❝❛ ❛ ✈❛r✐á✈❡❧ ❞❡ ✐♥t❡❣r❛çã♦✳
✸✳✶✳✷ Pr♦♣r✐❡❞❛❞❡s ❞❛ ✐♥t❡❣r❛❧ ❞❡✜♥✐❞❛
❆s ❞❡♠♦♥str❛çõ❡s ❞❛s ♣r♦♣r✐❡❞❛❞❡s ❞❛ ✐♥t❡❣r❛❧ ❞❡✜♥✐❞❛ ♥ã♦ s❡rã♦ ❞❡♠♦♥str❛❞❛s✳ ❱❡❥❛ ❛s ❞❡♠♦♥str❛çõ❡s ❡♠ ❬✻❪ ♣á❣✐♥❛ ✸✽✺✳
Pr♦♣♦s✐çã♦ ✸✳✶✳✶✳ ❙❡❥❛♠f(x)❡g(x)❢✉♥çõ❡s ✐♥t❡❣rá✈❡✐s ♥♦ ✐♥t❡r✈❛❧♦ ❢❡❝❤❛❞♦[a✱b]❡ s❡❥❛
k ✉♠❛ ❝♦♥st❛♥t❡ r❡❛❧ q✉❛❧q✉❡r✱ t❡♠♦s ❛s s❡❣✉✐♥t❡s ♣r♦♣r✐❡❞❛❞❡s✿
✭✐✮
Zb
a
kf(x) dx=k
Zb
a
f(x) dx✳
✭✐✐✮
Zb
a
(f(x)±g(x)) dx=
Zb
a
f(x) dx±
Zb
a
g(x) dx
✭✐✐✐✮ ❙❡ ❛❁❝❁❜✱ ❡♥tã♦
Zb
a
f(x) dx=
Zc
a
f(x) dx+
Zb
c
f(x) dx✳
✭✐✈✮ ❙❡f(x)>✵ ♣❛r❛ t♦❞♦ x ∈[a✱b]✱ ❡♥tã♦
Zb
a
f(x) dx>✵✳
✭✈✮ ❙❡ f(x)>g(x) ♣❛r❛ t♦❞♦x ∈[a✱b]✱ ❡♥tã♦✱
Zb
a
f(x) dx> Zb
a
❈❛♣ít✉❧♦ ✸✳ ❯♠❛ ❜r❡✈❡ ✐♥tr♦❞✉çã♦ ❛♦ ❈á❧❝✉❧♦ ■♥t❡❣r❛❧ ✷✷
✭✈✐✮
Zb
a
f(x) dx
6 Zb
a
|f(x)| dx✳
❈♦♥s✐❞❡r❛çõ❡s✿ ❈❛❧❝✉❧❛r ✉♠❛ ✐♥t❡❣r❛❧ ❛tr❛✈és ❞♦ ❧✐♠✐t❡ ❞❛s ❙♦♠❛s ❞❡ ❘✐❡♠❛♥♥ é ❣❡r❛❧♠❡♥t❡ ✉♠❛ t❛r❡❢❛ tr❛❜❛❧❤♦s❛✳ ❉❡ss❛ ❢♦r♠❛ ❡st❛❜❡❧❡❝❡r❡♠♦s ♦ ❝❤❛♠❛❞♦ ❚❡♦r❡♠❛ ❋✉♥❞❛♠❡♥t❛❧ ❞♦ ❈á❧❝✉❧♦ q✉❡ ♥♦s ♣❡r♠✐t✐rá ❝❛❧❝✉❧❛r ✐♥t❡❣r❛✐s ❞❡ ♠❛♥❡✐r❛ ♠✉✐t❛ ♠❛✐s ❢á❝✐❧✳
✸✳✷ ❖ ❚❡♦r❡♠❛ ❋✉♥❞❛♠❡♥t❛❧ ❞♦ ❈á❧❝✉❧♦ ✲ ❚❋❈
❈♦♥s✐❞❡r❛❞♦ ✉♠ ❞♦s ♠❛✐s ✐♠♣♦rt❛♥t❡s t❡♦r❡♠❛s ❞♦ ❡st✉❞♦ ❞♦ ❝á❧❝✉❧♦✱ ♦ ❚❡♦r❡♠❛ ❋✉♥❞❛✲ ♠❡♥t❛❧ ❞♦ ❈á❧❝✉❧♦ ♥♦s ♣❡r♠✐t❡ ❝❛❧❝✉❧❛r ❛ ✐♥t❡❣r❛❧ ❞❡ ✉♠❛ ❢✉♥çã♦ ✉t✐❧✐③❛♥❞♦ ✉♠❛ ♣r✐♠✐t✐✈❛ ❞❛ ♠❡s♠❛✳
❯s❛r❡♠♦s ♦ t❡♦r❡♠❛ ❛ s❡❣✉✐r ♥❛ ❞❡♠♦♥str❛çã♦ ❞♦ ❚❡♦r❡♠❛ ❋✉♥❞❛♠❡♥t❛❧ ❞♦ ❝á❧❝✉❧♦✳
✸✳✷✳✶ ❚❡♦r❡♠❛ ❞♦ ✈❛❧♦r ♠é❞✐♦ ♣❛r❛ ✐♥t❡❣r❛✐s
❙❡fé ❝♦♥tí♥✉❛ ❡♠ [a✱b]✱ ❡♥tã♦ ❡①✐st❡x✵ ∈[a✱b] t❛❧ q✉❡f(x✵) = ✶
b−a
Zb
a
f(x) dx
❉❡♠♦♥str❛çã♦✳ ❈♦♠♦ fé ❝♦♥tí♥✉❛ ♥♦ ✐♥t❡r✈❛❧♦ ❢❡❝❤❛❞♦ [a✱b]✱ ❡♥tã♦ ∃x✶ ∈[a✱b] t❛❧ q✉❡
f(x✶) é ♦ ✈❛❧♦r ♠í♥✐♠♦ ❞❡ f ❡♠ [a✱b] ❡ ∃x✷ ∈ [a✱b] t❛❧ q✉❡ f(x✷) é ♦ ✈❛❧♦r ♠á①✐♠♦ ❞❡ f
❡♠ [a✱b]✳ P♦rt❛♥t♦✱ t❡♠♦s f(x✶) 6 f(t) 6 f(x✷)✱ ∀t ∈ [a✱b]✳ ❊♥tã♦✱ ♣❡❧❛s ♣r♦♣r✐❡❞❛❞❡s
❞❡ ✐♥t❡❣r❛✐s ❞❡✜♥✐❞❛s✱ t❡♠♦s
f(x✶)(b−a)6 Zb
a
f(t) dt6f(x✷)(b−a)✳
▲♦❣♦✱
f(x✶)6 Rb
af(t) dt
b−a 6f(x✷)✳
❈♦♠♦ f é ❝♦♥tí♥✉❛ ♥♦ ✐♥t❡r✈❛❧♦ ❢❡❝❤❛❞♦ ❞❡ ❡str❡♠♦s x✶ ❡ x✷✱ ♣❡❧♦ ❚❡♦r❡♠❛ ❞♦ ❱❛❧♦r
■♥t❡r♠é❞✐ár✐♦✱ ∃x✵ ∈[a✱b] t❛❧ q✉❡
f(x✵)6 Rb
af(t) dt
❈❛♣ít✉❧♦ ✸✳ ❯♠❛ ❜r❡✈❡ ✐♥tr♦❞✉çã♦ ❛♦ ❈á❧❝✉❧♦ ■♥t❡❣r❛❧ ✷✸
✸✳✷✳✷ ❚❡♦r❡♠❛ ❋✉♥❞❛♠❡♥t❛❧ ❞♦ ❈á❧❝✉❧♦ ✭❚❋❈✮ ✲ P❛rt❡ ■
❙❡❥❛ ❛ ❢✉♥çã♦ f(x) ❝♦♥tí♥✉❛✳ ❙❡F(x) =
Zx
a
f(t) dt✱
❡♥tã♦ F′
(x) =f(x)♣❛r❛ t♦❞♦ x∈[a✱b]✳
❉❡♠♦♥str❛çã♦✳ ❈♦♥s✐❞❡r❛♥❞♦h >✵✱ t❡♠♦s✱ ♣❡❧❛ ❞❡✜♥✐çã♦ ❞❡ ✐♥t❡❣r❛❧ ❡ ♣❡❧❛s ♣r♦♣r✐❡❞❛✲
❞❡s ❞❛ ✐♥t❡❣r❛❧ ❞❡✜♥✐❞❛✱ q✉❡
F(x+h) −F(x)
h =
Rx+h
a f(t) dt− Rx
af(t) dt
h =
Rx
af(t)dt+ Rx+h
x f(t) dt− Rx
af(t) dt
h =
Rx+h
x f(t) dt
h ✳
P❡❧♦ ❚❡♦r❡♠❛ ❞♦ ❱❛❧♦r ▼é❞✐♦ ♣❛r❛ ✐♥t❡❣r❛✐s✱ ❡①✐st❡ th ♥♦ ✐♥t❡r✈❛❧♦ ❢❡❝❤❛❞♦ ❞❡ ❡①tr❡♠♦s
x ❡x+h✱ t❛❧ q✉❡
Rx+h
x f(t) dt
h =f(th)✳
P♦rt❛♥t♦✱
F(x+h) −F(x)
h =
Rx+h
x f(t) dt
h =f(th)✳
❈♦♠♦ ❧✐♠ h→✵
f(th) = f(x)✱ ❥á q✉❡ th ♣❡rt❡♥❝❡ ❛♦ ✐♥t❡r✈❛❧♦ ❢❡❝❤❛❞♦ ❞❡ ❡①tr❡♠♦ x ❡ x +h✱ t❡♠♦s✿
❧✐♠ h→✵+
F(x+h) −F(x)
h =h❧✐♠→✵+
Rx+h
x f(t) dt
h =h❧✐♠→✵+
f(th) =f(x)✳ ❉❡ ♠♦❞♦ ❛♥á❧♦❣♦✱ ♠♦str❛✲s❡ ♦ ♠❡s♠♦ r❡s✉❧t❛❞♦ ♣❛r❛h→✵−✳ P♦rt❛♥t♦✱F′
(x) =f(x)✳
✸✳✷✳✸ ❚❡♦r❡♠❛ ❋✉♥❞❛♠❡♥t❛❧ ❞♦ ❈á❧❝✉❧♦ ✭❚❋❈✮ ✲ P❛rt❡ ■■
❙❡G é t❛❧ q✉❡G′(x) =f(x) ♣❛r❛ x∈[a✱b]✱ ❡♥tã♦✱
Zb
a
f(x) dx = G(b) −G(a)✳
❉❡♠♦♥str❛çã♦✳ P❡❧♦ ❚❋❈ ✲ P❛rt❡ ■✱ F′
(x) = f(x)✳ P♦rt❛♥t♦✱ ❝♦♠♦ G′
(x) = f(x)✱ ♣♦r
❤✐♣ót❡s❡✱ t❡♠♦sG′
(x) =F′
(x)⇒G(x) =F(x) +c✳ ▲♦❣♦✱ G(x) =F(x) +c=
Zx
a