A first coures in electrical and computer engineering by louis scharf

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A first coures in electrical and computer engineering by louis scharf

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A First Course in Electrical and Computer Engineering By: Louis Scharf A First Course in Electrical and Computer Engineering By: Louis Scharf Online: < http://cnx.org/content/col10685/1.2/ > CONNEXIONS Rice University, Houston, Texas ❚❤✐s s❡❧❡❝t✐♦♥ ❛♥❞ ❛rr❛♥❣❡♠❡♥t ♦❢ ❝♦♥t❡♥t ❛s ❛ ❝♦❧❧❡❝t✐♦♥ ✐s ❝♦♣②r✐❣❤t❡❞ ❜② ▲♦✉✐s ❙❝❤❛r❢✳ ■t ✐s ❧✐❝❡♥s❡❞ ✉♥❞❡r t❤❡ ❈r❡❛t✐✈❡ ❈♦♠♠♦♥s ❆ttr✐❜✉t✐♦♥ ✸✳✵ ❧✐❝❡♥s❡ ✭❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴✮✳ ❈♦❧❧❡❝t✐♦♥ str✉❝t✉r❡ r❡✈✐s❡❞✿ ❙❡♣t❡♠❜❡r ✶✹✱ ✷✵✵✾ P❉❋ ❣❡♥❡r❛t❡❞✿ ❖❝t♦❜❡r ✷✻✱ ✷✵✶✷ ❋♦r ❝♦♣②r✐❣❤t ❛♥❞ ❛ttr✐❜✉t✐♦♥ ✐♥❢♦r♠❛t✐♦♥ ❢♦r t❤❡ ♠♦❞✉❧❡s ❝♦♥t❛✐♥❡❞ ✐♥ t❤✐s ❝♦❧❧❡❝t✐♦♥✱ s❡❡ ♣✳ ✸✵✶✳ ❚❛❜❧❡ ♦❢ ❈♦♥t❡♥ts ❉❡❞✐❝❛t✐♦♥ ♦❢ ✧❆ ❋✐rst ❈♦✉rs❡ ✐♥ ❊❧❡❝tr✐❝❛❧ ❛♥❞ ❈♦♠♣✉t❡r ❊♥❣✐♥❡❡r✐♥❣✧ ✳✳✳✳✳✳✳✳✳✳✳✳✳✳✳✳✳✳✳ ✶ Pr❡❢❛❝❡ t♦ ✧❆ ❋✐rst ❈♦✉rs❡ ✐♥ ❊❧❡❝tr✐❝❛❧ ❛♥❞ ❈♦♠♣✉t❡r ❊♥❣✐♥❡❡r✐♥❣✧ ✳✳✳✳✳✳✳✳✳✳✳✳✳✳✳✳✳✳✳ ✸ ✶ ❈♦♠♣❧❡① ◆✉♠❜❡rs ✶✳✶ ✶✳✷ ✶✳✸ ✶✳✹ ✶✳✺ ❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ■♥tr♦❞✉❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾ ❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ●❡♦♠❡tr② ♦❢ ❈♦♠♣❧❡① ◆✉♠❜❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵ ❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ❆❧❣❡❜r❛ ♦❢ ❈♦♠♣❧❡① ◆✉♠✲ ❜❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✻ ❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ❘♦♦ts ♦❢ ◗✉❛❞r❛t✐❝ ❊q✉❛✲ t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✺ ❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ❘❡♣r❡s❡♥t✐♥❣ ❈♦♠♣❧❡① ◆✉♠❜❡rs ✐♥ ❛ ❱❡❝t♦r ❙♣❛❝❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✶ ✶✳✻ ✶✳✼ ❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ❆♥ ❊❧❡❝tr✐❝ ❋✐❡❧❞ ❈♦♠♣✉✲ t❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✻ ❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭◗✉❛❞r❛t✐❝ ❘♦♦ts✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✾ ✷ ❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥Θ ✷✳✶ ✷✳✷ ✷✳✸ θ ❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ■♥tr♦❞✉❝t✐♦♥ θ ❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ❡❫① ✷✳✹ ✷✳✺ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✹ θ ❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ❡❫❥ θ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✸ ❚❤❡ ❋✉♥❝t✐♦♥ ❚❤❡ ❋✉♥❝t✐♦♥ ❛♥❞ t❤❡ ❯♥✐t ❈✐r❝❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✾ θ ❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ❉❡ ▼♦✐✈r❡ ■❞❡♥t✐t✐❡s ❚❤❡ ❊✉❧❡r ❛♥❞ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✹ θ ❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ❘♦♦ts ♦❢ ❯♥✐t② ❛♥❞ ❘❡❧❛t❡❞ ❚♦♣✐❝s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✼ ✷✳✻ θ ❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ❙❡❝♦♥❞✲❖r❞❡r ❉✐✛❡r❡♥t✐❛❧ ❛♥❞ ❉✐✛❡r❡♥❝❡ ❊q✉❛t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✶ ✷✳✼ θ ❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ◆✉♠❡r✐❝❛❧ ❊①✲ θ ♣❡r✐♠❡♥t ✭❆♣♣r♦①✐♠❛t✐♥❣ ❡❫❥ ✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✺ ✸ P❤❛s♦rs ✸✳✶ P❤❛s♦rs✿ ✸✳✷ P❤❛s♦rs✿ ✸✳✸ P❤❛s♦rs✿ ✸✳✹ P❤❛s♦rs✿ ✸✳✺ P❤❛s♦rs✿ ✸✳✻ P❤❛s♦rs✿ ■♥tr♦❞✉❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✾ P❤❛s♦r ❘❡♣r❡s❡♥t❛t✐♦♥ ♦❢ ❙✐❣♥❛❧s ❇❡❛t✐♥❣ ❜❡t✇❡❡♥ ❚♦♥❡s ▼✉❧t✐♣❤❛s❡ P♦✇❡r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✵ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✵ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸ ▲✐ss❛ ❥♦✉s ❋✐❣✉r❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✻ ❙✐♥✉s♦✐❞❛❧ ❙t❡❛❞② ❙t❛t❡ ❛♥❞ t❤❡ ❙❡✲ r✐❡s ❘▲❈ ❈✐r❝✉✐t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ✐✈ ✸✳✼ ✸✳✽ P❤❛s♦rs✿ ▲✐❣❤t ❙❝❛tt❡r✐♥❣ ❜② ❛ ❙❧✐t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✾ P❤❛s♦rs✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭■♥t❡r❢❡r❡♥❝❡ P❛tt❡r♥s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✻ ✹ ▲✐♥❡❛r ❆❧❣❡❜r❛ ✹✳✶ ✹✳✷ ✹✳✸ ▲✐♥❡❛r ❆❧❣❡❜r❛✿ ■♥tr♦❞✉❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✾ ▲✐♥❡❛r ❆❧❣❡❜r❛✿ ❱❡❝t♦rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✷ ▲✐♥❡❛r ❆❧❣❡❜r❛✿ ■♥♥❡r Pr♦❞✉❝t ❛♥❞ ❊✉❝❧✐❞❡❛♥ ◆♦r♠ ✹✳✹ ✹✳✺ ✹✳✻ ✹✳✼ ✹✳✽ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✼ ▲✐♥❡❛r ❆❧❣❡❜r❛✿ ❉✐r❡❝t✐♦♥ ❈♦s✐♥❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✵ ▲✐♥❡❛r ❆❧❣❡❜r❛✿ Pr♦ ❥❡❝t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✼ ▲✐♥❡❛r ❆❧❣❡❜r❛✿ ❖t❤❡r ◆♦r♠s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✸ ▲✐♥❡❛r ❆❧❣❡❜r❛✿ ▼❛tr✐❝❡s ▲✐♥❡❛r ❆❧❣❡❜r❛✿ ❙♦❧✈✐♥❣ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✼ ▲✐♥❡❛r ❙②st❡♠s ♦❢ ❊q✉❛t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✹✻ ✹✳✾ ✹✳✶✵ ▲✐♥❡❛r ❆❧❣❡❜r❛✿ ❈✐r❝✉✐t ❆♥❛❧②s✐s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✺✺ ▲✐♥❡❛r ❆❧❣❡❜r❛✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭❈✐r✲ ❝✉✐t ❉❡s✐❣♥✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✻✶ ✺ ❱❡❝t♦r ●r❛♣❤✐❝s ✺✳✶ ✺✳✷ ❱❡❝t♦r ●r❛♣❤✐❝s✿ ■♥tr♦❞✉❝t✐♦♥ ❱❡❝t♦r ●r❛♣❤✐❝s✿ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✻✸ ❚✇♦✲❉✐♠❡♥s✐♦♥❛❧ ■♠❛❣❡ ❘❡♣r❡s❡♥t❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✻✻ ✺✳✸ ✺✳✹ ❱❡❝t♦r ●r❛♣❤✐❝s✿ ❚✇♦✲❉✐♠❡♥s✐♦♥❛❧ ■♠❛❣❡ ❚r❛♥s❢♦r♠❛t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✷ ❱❡❝t♦r ●r❛♣❤✐❝s✿ ❈♦♠♣♦s✐t✐♦♥ ♦❢ ❚r❛♥s❢♦r♠❛✲ t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✹ ✺✳✺ ✺✳✻ ❱❡❝t♦r ●r❛♣❤✐❝s✿ ❍♦♠♦❣❡♥❡♦✉s ❈♦♦r❞✐♥❛t❡s ✳✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼✻ ❱❡❝t♦r ●r❛♣❤✐❝s✿ ❚❤r❡❡✲❉✐♠❡♥s✐♦♥❛❧ ❍♦♠♦❣❡✲ ♥❡♦✉s ❈♦♦r❞✐♥❛t❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✽✵ ✺✳✼ ✺✳✽ ❱❡❝t♦r ●r❛♣❤✐❝s✿ Pr♦ ❥❡❝t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✽✽ ❱❡❝t♦r ●r❛♣❤✐❝s✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭❙t❛r ❋✐❡❧❞✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✾✺ ✻ ❋✐❧t❡r✐♥❣ ✻✳✶ ✻✳✷ ✻✳✸ ✻✳✹ ✻✳✺ ❋✐❧t❡r✐♥❣✿ ■♥tr♦❞✉❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✵✸ ❋✐❧t❡r✐♥❣✿ ❙✐♠♣❧❡ ❆✈❡r❛❣❡s ❋✐❧t❡r✐♥❣✿ ▼♦✈✐♥❣ ❆✈❡r❛❣❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✶✽ ❋✐❧t❡r✐♥❣✿ ❊①♣♦♥❡♥t✐❛❧ ❆✈❡r❛❣❡s ❛♥❞ ❘❡❝✉rs✐✈❡ ❋✐❧t❡rs ✻✳✻ ✻✳✼ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✵✾ ❋✐❧t❡r✐♥❣✿ ❲❡✐❣❤t❡❞ ❆✈❡r❛❣❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✶✻ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✷✶ ❋✐❧t❡r✐♥❣✿ ❚❡st ❙❡q✉❡♥❝❡s ❋✐❧t❡r✐♥❣✿ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✷✸ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭❋r❡q✉❡♥❝② ❘❡s♣♦♥s❡ ♦❢ ❋✐rst✲❖r❞❡r ❋✐❧t❡r✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✸✵ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ✈ ✼ ❇✐♥❛r② ❈♦❞❡s ✼✳✶ ✼✳✷ ✼✳✸ ✼✳✹ ❇✐♥❛r② ❈♦❞❡s✿ ■♥tr♦❞✉❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✸✸ ❇✐♥❛r② ❈♦❞❡s✿ ❚❤❡ ❈♦♠♠✉♥✐❝❛t✐♦♥ P❛r❛❞✐❣♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✸✺ ❇✐♥❛r② ❈♦❞❡s✿ ❋r♦♠ ❙②♠❜♦❧s t♦ ❇✐♥❛r② ❈♦❞❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✸✽ ❇✐♥❛r② ❈♦❞❡s✿ ❍✉✛♠❛♥ ❈♦❞❡s ❢♦r ❙♦✉r❝❡ ❈♦❞✲ ✐♥❣ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✹✻ ✼✳✺ ❇✐♥❛r② ❈♦❞❡s✿ ❍❛♠♠✐♥❣ ❈♦❞❡s ❢♦r ❈❤❛♥♥❡❧ ❈♦❞✐♥❣ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✺✹ ✼✳✻ ❇✐♥❛r② ❈♦❞❡s✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭❍✉✛✲ ♠❛♥ ❈♦❞❡s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻✸ ✽ ❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇ ✽✳✶ ❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ■♥tr♦❞✉❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻✺ ✽✳✷ ❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❘✉♥♥✐♥❣ ▼❆❚✲ ▲❆❇ ✭▼❛❝✐♥t♦s❤✮ ✽✳✸ ▲❆❇ ✭P❈✮ ✽✳✹ ❆♥ ✽✳✼ t♦ ▼❆❚▲❆❇✿ ■♥t❡r❛❝t✐✈❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻✾ ❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❱❛r✐❛❜❧❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✼✵ ❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❈♦♠♣❧❡① ❱❛r✐✲ ❛❜❧❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✼✶ ❆♥ ■♥tr♦❞✉❝t✐♦♥ ▼❛tr✐❝❡s ✽✳✽ ✽✳✾ ✽✳✶✵ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻✽ ■♥tr♦❞✉❝t✐♦♥ ▼♦❞❡ ✽✳✺ ✽✳✻ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻✻ ❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❘✉♥♥✐♥❣ ▼❆❚✲ t♦ ▼❆❚▲❆❇✿ ❱❡❝t♦rs ❛♥❞ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✼✸ ❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❚❤❡ ❈♦❧♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✼✽ ❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ●r❛♣❤✐❝s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✼✾ ❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❊❞✐t✐♥❣ ❋✐❧❡s ❛♥❞ ❈r❡❛t✐♥❣ ❋✉♥❝t✐♦♥s ✭▼❛❝✐♥t♦s❤✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✽✸ ✽✳✶✶ ❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❊❞✐t✐♥❣ ❋✐❧❡s ❛♥❞ ❈r❡❛t✐♥❣ ❋✉♥❝t✐♦♥s ✭P❈✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✽✻ ✽✳✶✷ ❆♥ ■♥tr♦❞✉❝t✐♦♥ ❈♦♥tr♦❧ t♦ ▼❆❚▲❆❇✿ ▲♦♦♣s ❛♥❞ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✽✽ ✾ ❚❤❡ ❊❞✐① ❊❞✐t♦r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✾✸ ✶✵ ❯s❡❢✉❧ ▼❛t❤❡♠❛t✐❝❛❧ ■❞❡♥t✐t✐❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✾✺ ■♥❞❡① ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✾✽ ❆ttr✐❜✉t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✵✶ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ✈✐ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❉❡❞✐❝❛t✐♦♥ ♦❢ ✧❆ ❋✐rst ❈♦✉rs❡ ✐♥ ❊❧❡❝tr✐❝❛❧ ❛♥❞ ❈♦♠♣✉t❡r ❊♥❣✐♥❡❡r✐♥❣✧ ✶ ▲♦✉✐s ❙❝❤❛r❢ ❞❡❞✐❝❛t❡s t❤✐s ❜♦♦❦ t♦ ❤✐s ✇✐❢❡ ❈❛r♦❧✱ s♦♥ ●r❡❣✱ ❛♥❞ ❞❛✉❣❤t❡r ❍❡✐❞✐✱ ❢♦r ❧♦✈❡ ❛♥❞ ✐♥s♣✐r❛t✐♦♥❀ ❤✐s ♣❛r❡♥ts ▲♦✉✐s ❙r✳ ❛♥❞ ❆♥♥✱ ✐♥ ❝❡❧❡❜r❛t✐♦♥ ♦❢ t❤❡✐r ✺✵t❤ ✇❡❞❞✐♥❣ ❛♥♥✐✈❡rs❛r②✳ ❘✐❝❤❛r❞ ❇❡❤r❡♥s ❞❡❞✐❝❛t❡s t❤✐s ❜♦♦❦ t♦ ❤✐s ✇✐❢❡ ❉❡❜❜✐❡✱ ❛♥❞ ❝❤✐❧❞ ❛s ②❡t ✉♥❜♦r♥✱ ❢♦r ❧♦✈❡ ❛♥❞ ❡♥❝♦✉r❛❣❡♠❡♥t❀ ❤✐s ♣❛r❡♥ts ❘✐❝❤❛r❞ ❛♥❞ ❊❧s✐❡✱ ✐♥ ❣r❛t✐t✉❞❡ ❢♦r ❛ ❣♦♦❞ ❡❞✉❝❛t✐♦♥✳ ✶ ❚❤✐s ❝♦♥t❡♥t ✐s ❛✈❛✐❧❛❜❧❡ ♦♥❧✐♥❡ ❛t ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✼✾✻✴✶✳✸✴❃✳ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ✶ ✷ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ■◆❉❊❳ ✷✾✾ ❊♥❣✐♥❡❡r✐♥❣✱ ➓ ✭✶✮✱ ➓ ✶✳✷✭✶✵✮✱ ➓ ✶✳✸✭✶✻✮✱ ➓ ✶✳✹✭✷✺✮✱ ➓ ✶✳✺✭✸✶✮✱ ➓ ✶✳✻✭✸✻✮✱ ➓ ✶✳✼✭✸✾✮✱ ➓ ✷✳✶✭✹✸✮✱ ➓ ✷✳✷✭✹✹✮✱ ➓ ✷✳✸✭✹✾✮✱ ➓ ✷✳✹✭✺✹✮✱ ➓ ✷✳✺✭✺✼✮✱ ➓ ✷✳✻✭✻✶✮✱ ➓ ✷✳✼✭✻✺✮✱ ➓ ✷✳✺✭✺✼✮✱ ➓ ✷✳✻✭✻✶✮✱ ➓ ✷✳✼✭✻✺✮ ● ❣❡♦♠❡tr②✱ ➓ ✶✳✷✭✶✵✮ ❍ ❤♦♠♦❣❡♥❡♦✉s ❝♦♦r❞✐♥❛t❡s✱ ➓ ✺✳✺✭✶✼✻✮✱ ➓ ✺✳✻✭✶✽✵✮ ➓ ✸✳✷✭✼✵✮✱ ➓ ✸✳✸✭✽✵✮✱ ➓ ✸✳✹✭✽✸✮✱ ❍✉✛♠❛♥✱ ➓ ✼✳✹✭✷✹✻✮ ➓ ✸✳✺✭✽✻✮✱ ➓ ✸✳✻✭✽✾✮✱ ❤✉✛♠❛♥ ❝♦❞❡s✱ ➓ ✼✳✻✭✷✻✸✮ ➓ ✸✳✼✭✾✾✮✱ ➓ ✸✳✽✭✶✵✻✮✱ ➓ ✹✳✶✭✶✵✾✮✱ ➓ ✹✳✷✭✶✶✷✮✱ ■ ■❞❡♥t✐t✐❡s✱ ➓ ✷✳✹✭✺✹✮✱ ➓ ✹✳✸✭✶✶✼✮✱ ➓ ✹✳✹✭✶✷✵✮✱ ➓ ✶✵✭✷✾✺✮ ➓ ✹✳✺✭✶✷✼✮✱ ➓ ✹✳✻✭✶✸✸✮✱ ✐♠❛❣❡ r❡♣r❡s❡♥t❛t✐♦♥✱ ➓ ✹✳✼✭✶✸✼✮✱ ➓ ✹✳✽✭✶✹✻✮✱ ➓ ✺✳✷✭✶✻✻✮ ➓ ✹✳✾✭✶✺✺✮✱ ➓ ✹✳✶✵✭✶✻✶✮✱ ✐♠❛❣❡ tr❛♥s❢♦r♠❛t✐♦♥s✱ ➓ ✺✳✶✭✶✻✸✮✱ ➓ ✺✳✷✭✶✻✻✮✱ ➓ ✺✳✸✭✶✼✷✮ ➓ ✺✳✸✭✶✼✷✮✱ ➓ ✺✳✹✭✶✼✹✮✱ ✐♥♥❡r ♣r♦❞✉❝t✱ ➓ ✹✳✸✭✶✶✼✮ ➓ ✺✳✺✭✶✼✻✮✱ ➓ ✺✳✻✭✶✽✵✮✱ ✐♥t❡r❢❡r❡♥❝❡ ♣❛tt❡r♥s✱ ➓ ✺✳✼✭✶✽✽✮✱ ➓ ✺✳✽✭✶✾✺✮✱ ➓ ✸✳✽✭✶✵✻✮ ➓ ✻✳✶✭✷✵✸✮✱ ➓ ✻✳✷✭✷✵✾✮✱ ✐♥tr♦❞✉❝t✐♦♥✱ ➓ ✶✳✶✭✾✮ ➓ ✻✳✸✭✷✶✻✮✱ ➓ ✻✳✹✭✷✶✽✮✱ ➓ ✻✳✺✭✷✷✶✮✱ ➓ ✻✳✻✭✷✷✸✮✱ ▲ ➓ ✻✳✼✭✷✸✵✮✱ ➓ ✼✳✶✭✷✸✸✮✱ ➓ ✸✳✼✭✾✾✮ ➓ ✼✳✷✭✷✸✺✮✱ ➓ ✼✳✸✭✷✸✽✮✱ ❧✐♥❡❛r ❛❧❣❡❜r❛✱ ➓ ✹✳✶✭✶✵✾✮✱ ➓ ✼✳✹✭✷✹✻✮✱ ➓ ✼✳✺✭✷✺✹✮✱ ➓ ✹✳✷✭✶✶✷✮✱ ➓ ✹✳✸✭✶✶✼✮✱ ➓ ✼✳✻✭✷✻✸✮✱ ➓ ✽✳✶✭✷✻✺✮✱ ➓ ✹✳✹✭✶✷✵✮✱ ➓ ✹✳✺✭✶✷✼✮✱ ➓ ✽✳✷✭✷✻✻✮✱ ➓ ✽✳✸✭✷✻✽✮✱ ➓ ✹✳✻✭✶✸✸✮✱ ➓ ✹✳✼✭✶✸✼✮✱ ➓ ✽✳✹✭✷✻✾✮✱ ➓ ✽✳✺✭✷✼✵✮✱ ➓ ✹✳✽✭✶✹✻✮✱ ➓ ✹✳✾✭✶✺✺✮✱ ➓ ✽✳✻✭✷✼✶✮✱ ➓ ✽✳✼✭✷✼✸✮✱ ➓ ✹✳✶✵✭✶✻✶✮ ➓ ✽✳✽✭✷✼✽✮✱ ➓ ✽✳✾✭✷✼✾✮✱ ❧✐ss❛❥♦✉s ✜❣✉r❡s✱ ➓ ✸✳✺✭✽✻✮ ➓ ✽✳✶✵✭✷✽✸✮✱ ➓ ✽✳✶✷✭✷✽✽✮✱ ➓ ✾✭✷✾✸✮✱ ➓ ✶✵✭✷✾✺✮ ▼ ♠❛t❤✱ ➓ ✶✳✶✭✾✮ ▼❆❚▲❆❇✱ ➓ ✽✳✶✭✷✻✺✮✱ ❊♥❣✐♥❡❡r✐♥❣✒ ➓ ✭✸✮ ➓ ✽✳✷✭✷✻✻✮✱ ➓ ✽✳✸✭✷✻✽✮✱ ❡✉❝❧✐❞❡❛♥ ♥♦r♠✱ ➓ ✹✳✸✭✶✶✼✮ ➓ ✽✳✹✭✷✻✾✮✱ ➓ ✽✳✺✭✷✼✵✮✱ ❊✉❧❡r✱ ➓ ✷✳✹✭✺✹✮ ❋ ❧✐❣❤t s❝❛tt❡r✐♥❣ ❜② ❛ s❧✐t✱ ➓ ✽✳✼✭✷✼✸✮✱ ➓ ✽✳✽✭✷✼✽✮✱ ✜❧t❡r✐♥❣✱ ➓ ✻✳✶✭✷✵✸✮✱ ➓ ✽✳✾✭✷✼✾✮✱ ➓ ✽✳✶✵✭✷✽✸✮✱ ➓ ✻✳✷✭✷✵✾✮✱ ➓ ✻✳✸✭✷✶✻✮✱ ➓ ✽✳✶✶✭✷✽✻✮✱ ➓ ✽✳✶✷✭✷✽✽✮ ➓ ✻✳✹✭✷✶✽✮✱ ➓ ✻✳✺✭✷✷✶✮✱ ▼❆❚▲❆❇✒ ➓ ✭✸✮ ➓ ✻✳✻✭✷✷✸✮✱ ➓ ✻✳✼✭✷✸✵✮ ♠❛tr✐❝❡s✱ ➓ ✹✳✼✭✶✸✼✮ ❢r❡q✉❡♥❝② r❡s♣♦♥s❡✱ ♠✉❧t✐♣❤❛s❡ ♣♦✇❡r✱ ➓ ✸✳✹✭✽✸✮ ➓ ✻✳✼✭✷✸✵✮ ❢✉♥❝t✐♦♥s✱ ➓ ✷✳✶✭✹✸✮✱ ➓ ✷✳✷✭✹✹✮✱ ➓ ✷✳✸✭✹✾✮✱ ➓ ✷✳✹✭✺✹✮✱ ◆ ♥♦r♠s✱ ➓ ✹✳✻✭✶✸✸✮ ♥✉♠❡r✐❝❛❧ ❡①♣❡r✐♠❡♥t✱ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ■◆❉❊❳ ✸✵✵ P ➓ ✷✳✼✭✻✺✮✱ ➓ ✸✳✽✭✶✵✻✮✱ ➓ ✸✳✻✭✽✾✮ ➓ ✺✳✽✭✶✾✺✮ st❛r ✜❡❧❞✱ ➓ ✺✳✽✭✶✾✺✮ s②st❡♠s ♦❢ ❡q✉❛t✐♦♥s✱ ♣❤❛s♦r✱ ➓ ✸✳✼✭✾✾✮ ➓ ✹✳✽✭✶✹✻✮ ♣❤❛s♦rs✱ ➓ ✸✳✶✭✻✾✮✱ ➓ ✸✳✷✭✼✵✮✱ ➓ ✸✳✸✭✽✵✮✱ ➓ ✸✳✹✭✽✸✮✱ ➓ ✸✳✺✭✽✻✮✱ ❚ ➓ ✸✳✻✭✽✾✮✱ ➓ ✸✳✽✭✶✵✻✮ ◗ q✉❛❞r❛t✐❝ ❡q✉❛t✐♦♥s✱ ➓ ✶✳✹✭✷✺✮ q✉❛❞r❛t✐❝ r♦♦ts✱ ➓ ✶✳✼✭✸✾✮ t❡st s❡q✉❡♥❝❡s✱ ➓ ✻✳✻✭✷✷✸✮ tr❛♥s❢♦r♠❛t✐♦♥s✱ ➓ ✺✳✹✭✶✼✹✮ ❯ ✉♥✐t ❝✐r❝❧❡✱ ➓ ✷✳✸✭✹✾✮ ❱ ✈❡❝t♦r ❣r❛♣❤✐❝s✱ ➓ ✺✳✶✭✶✻✸✮✱ ➓ ✺✳✷✭✶✻✻✮✱ ➓ ✺✳✸✭✶✼✷✮✱ ❘ ❙ r♦♦ts✱ ➓ ✶✳✹✭✷✺✮ ➓ ✺✳✹✭✶✼✹✮✱ ➓ ✺✳✺✭✶✼✻✮✱ r♦♦ts ♦❢ ✉♥✐t②✱ ➓ ✷✳✺✭✺✼✮ ➓ ✺✳✻✭✶✽✵✮✱ ➓ ✺✳✼✭✶✽✽✮✱ ➓ ✺✳✽✭✶✾✺✮ s❡r✐❡s ❘▲❈ ❝✐r❝✉✐t✱ ➓ ✸✳✻✭✽✾✮ ✈❡❝t♦r s♣❛❝❡✱ ➓ ✶✳✺✭✸✶✮ s✐❣♥❛❧s✱ ➓ ✸✳✷✭✼✵✮ ✈❡❝t♦rs✱ ➓ ✹✳✷✭✶✶✷✮ s✐♠♣❧❡ ❛✈❡r❛❣❡s✱ ➓ ✻✳✷✭✷✵✾✮ s✐♥✉s♦✐❞❛❧ st❡❛❞② st❛t❡✱ ❲ ✇❡✐❣❤t❡❞✱ ➓ ✻✳✸✭✷✶✻✮ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✵✶ ❆ttr✐❜✉t✐♦♥s ❈♦❧❧❡❝t✐♦♥✿ ❆ ❋✐rst ❈♦✉rs❡ ✐♥ ❊❧❡❝tr✐❝❛❧ ❛♥❞ ❈♦♠♣✉t❡r ❊♥❣✐♥❡❡r✐♥❣ ❊❞✐t❡❞ ❜②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷✴ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❉❡❞✐❝❛t✐♦♥ ♦❢ ✧❆ ❋✐rst ❈♦✉rs❡ ✐♥ ❊❧❡❝tr✐❝❛❧ ❛♥❞ ❈♦♠♣✉t❡r ❊♥✲ ❣✐♥❡❡r✐♥❣✧✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✼✾✻✴✶✳✸✴ P❛❣❡✿ ✶ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧Pr❡❢❛❝❡ t♦ ✧❆ ❋✐rst ❈♦✉rs❡ ✐♥ ❊❧❡❝tr✐❝❛❧ ❛♥❞ ❈♦♠♣✉t❡r ❊♥❣✐✲ ♥❡❡r✐♥❣✧✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✼✻✴✶✳✼✴ P❛❣❡s✿ ✸✲✽ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ■♥tr♦❞✉❝t✐♦♥✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✶✷✴✶✳✻✴ P❛❣❡s✿ ✾✲✶✵ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ●❡♦♠❡tr② ♦❢ ❈♦♠♣❧❡① ◆✉♠❜❡rs✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✶✶✴✶✳✻✴ P❛❣❡s✿ ✶✵✲✶✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ❆❧❣❡❜r❛ ♦❢ ❈♦♠♣❧❡① ◆✉♠❜❡rs✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✵✽✴✶✳✻✴ P❛❣❡s✿ ✶✻✲✷✺ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✵✷ ▼♦❞✉❧❡✿ ✧❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ❘♦♦ts ♦❢ ◗✉❛❞r❛t✐❝ ❊q✉❛t✐♦♥s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✶✺✴✶✳✻✴ P❛❣❡s✿ ✷✺✲✸✵ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ❘❡♣r❡s❡♥t✐♥❣ ❈♦♠♣❧❡① ◆✉♠❜❡rs ✐♥ ❛ ❱❡❝✲ t♦r ❙♣❛❝❡✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✶✹✴✶✳✻✴ P❛❣❡s✿ ✸✶✲✸✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ❆♥ ❊❧❡❝tr✐❝ ❋✐❡❧❞ ❈♦♠♣✉t❛t✐♦♥✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✶✵✴✶✳✻✴ P❛❣❡s✿ ✸✻✲✸✾ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❈♦♠♣❧❡① ◆✉♠❜❡rs✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭◗✉❛❞r❛t✐❝ ❘♦♦ts✮✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✶✸✴✶✳✻✴ P❛❣❡s✿ ✸✾✲✹✶ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ θ ▼♦❞✉❧❡✿ ✧❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ■♥tr♦❞✉❝t✐♦♥✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✼✾✴✶✳✺✴ P❛❣❡s✿ ✹✸✲✹✹ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ θ ▼♦❞✉❧❡✿ ✧❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ❚❤❡ ❋✉♥❝t✐♦♥ ❡❫①✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✽✺✴✶✳✼✴ P❛❣❡s✿ ✹✹✲✹✾ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✵✸ θ ▼♦❞✉❧❡✿ ✧❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ❚❤❡ ❋✉♥❝t✐♦♥ ❡❫❥ θ ❛♥❞ t❤❡ ❯♥✐t ❈✐r❝❧❡✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✽✻✴✶✳✼✴ P❛❣❡s✿ ✹✾✲✺✹ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ θ ▼♦❞✉❧❡✿ ✧❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ❚❤❡ ❊✉❧❡r ❛♥❞ ❉❡ ▼♦✐✈r❡ ■❞❡♥✲ t✐t✐❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✽✼✴✶✳✻✴ P❛❣❡s✿ ✺✹✲✺✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ θ ▼♦❞✉❧❡✿ ✧❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ❘♦♦ts ♦❢ ❯♥✐t② ❛♥❞ ❘❡❧❛t❡❞ ❚♦♣✲ ✐❝s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✽✷✴✶✳✼✴ P❛❣❡s✿ ✺✼✲✻✶ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ θ ✧❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ❙❡❝♦♥❞✲❖r❞❡r ❉✐✛❡r❡♥t✐❛❧ ❛♥❞ ❉✐✛❡r❡♥❝❡ ❊q✉❛t✐♦♥s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✽✸✴✶✳✼✴ P❛❣❡s✿ ✻✶✲✻✺ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ θ ▼♦❞✉❧❡✿ ✧❚❤❡ ❋✉♥❝t✐♦♥s ❡❫① ❛♥❞ ❡❫❥ ✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭❆♣♣r♦①✲ θ ✐♠❛t✐♥❣ ❡❫❥ ✮✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✽✶✴✶✳✼✴ P❛❣❡s✿ ✻✺✲✻✽ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✵✹ ▼♦❞✉❧❡✿ ✧P❤❛s♦rs✿ ■♥tr♦❞✉❝t✐♦♥✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✻✾✴✶✳✻✴ P❛❣❡s✿ ✻✾✲✼✵ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧P❤❛s♦rs✿ P❤❛s♦r ❘❡♣r❡s❡♥t❛t✐♦♥ ♦❢ ❙✐❣♥❛❧s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✼✹✴✶✳✼✴ P❛❣❡s✿ ✼✵✲✽✵ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧P❤❛s♦rs✿ ❇❡❛t✐♥❣ ❜❡t✇❡❡♥ ❚♦♥❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✻✽✴✶✳✻✴ P❛❣❡s✿ ✽✵✲✽✸ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧P❤❛s♦rs✿ ▼✉❧t✐♣❤❛s❡ P♦✇❡r✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✼✷✴✶✳✻✴ P❛❣❡s✿ ✽✸✲✽✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧P❤❛s♦rs✿ ▲✐ss❛ ❥♦✉s ❋✐❣✉r❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✼✶✴✶✳✻✴ P❛❣❡s✿ ✽✻✲✽✾ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧P❤❛s♦rs✿ ❙✐♥✉s♦✐❞❛❧ ❙t❡❛❞② ❙t❛t❡ ❛♥❞ t❤❡ ❙❡r✐❡s ❘▲❈ ❈✐r❝✉✐t✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✼✺✴✶✳✻✴ P❛❣❡s✿ ✽✾✲✾✾ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✵✺ ▼♦❞✉❧❡✿ ✧P❤❛s♦rs✿ ▲✐❣❤t ❙❝❛tt❡r✐♥❣ ❜② ❛ ❙❧✐t✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✼✵✴✶✳✼✴ P❛❣❡s✿ ✾✾✲✶✵✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧P❤❛s♦rs✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭■♥t❡r❢❡r❡♥❝❡ P❛tt❡r♥s✮✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✼✸✴✶✳✻✴ P❛❣❡s✿ ✶✵✻✲✶✵✼ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧▲✐♥❡❛r ❆❧❣❡❜r❛✿ ■♥tr♦❞✉❝t✐♦♥✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✺✹✴✶✳✼✴ P❛❣❡s✿ ✶✵✾✲✶✶✷ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧▲✐♥❡❛r ❆❧❣❡❜r❛✿ ❱❡❝t♦rs✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✻✼✴✶✳✻✴ P❛❣❡s✿ ✶✶✷✲✶✶✼ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧▲✐♥❡❛r ❆❧❣❡❜r❛✿ ■♥♥❡r Pr♦❞✉❝t ❛♥❞ ❊✉❝❧✐❞❡❛♥ ◆♦r♠✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✺✷✴✶✳✻✴ P❛❣❡s✿ ✶✶✼✲✶✷✵ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧▲✐♥❡❛r ❆❧❣❡❜r❛✿ ❉✐r❡❝t✐♦♥ ❈♦s✐♥❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✹✾✴✶✳✽✴ P❛❣❡s✿ ✶✷✵✲✶✷✼ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✵✻ ▼♦❞✉❧❡✿ ✧▲✐♥❡❛r ❆❧❣❡❜r❛✿ Pr♦ ❥❡❝t✐♦♥s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✻✺✴✶✳✻✴ P❛❣❡s✿ ✶✷✼✲✶✸✸ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧▲✐♥❡❛r ❆❧❣❡❜r❛✿ ❖t❤❡r ◆♦r♠s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✻✸✴✶✳✼✴ P❛❣❡s✿ ✶✸✸✲✶✸✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧▲✐♥❡❛r ❆❧❣❡❜r❛✿ ▼❛tr✐❝❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✺✼✴✶✳✻✴ P❛❣❡s✿ ✶✸✼✲✶✹✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧▲✐♥❡❛r ❆❧❣❡❜r❛✿ ❙♦❧✈✐♥❣ ▲✐♥❡❛r ❙②st❡♠s ♦❢ ❊q✉❛t✐♦♥s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✻✻✴✶✳✻✴ P❛❣❡s✿ ✶✹✻✲✶✺✺ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧▲✐♥❡❛r ❆❧❣❡❜r❛✿ ❈✐r❝✉✐t ❆♥❛❧②s✐s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✹✼✴✶✳✽✴ P❛❣❡s✿ ✶✺✺✲✶✻✶ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧▲✐♥❡❛r ❆❧❣❡❜r❛✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭❈✐r❝✉✐t ❉❡s✐❣♥✮✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✻✷✴✶✳✻✴ P❛❣❡s✿ ✶✻✶✲✶✻✷ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✵✼ ▼♦❞✉❧❡✿ ✧❱❡❝t♦r ●r❛♣❤✐❝s✿ ■♥tr♦❞✉❝t✐♦♥✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✾✶✴✶✳✻✴ P❛❣❡s✿ ✶✻✸✲✶✻✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❱❡❝t♦r ●r❛♣❤✐❝s✿ ❚✇♦✲❉✐♠❡♥s✐♦♥❛❧ ■♠❛❣❡ ❘❡♣r❡s❡♥t❛t✐♦♥✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✾✺✴✶✳✻✴ P❛❣❡s✿ ✶✻✻✲✶✼✶ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❱❡❝t♦r ●r❛♣❤✐❝s✿ ❚✇♦✲❉✐♠❡♥s✐♦♥❛❧ ■♠❛❣❡ ❚r❛♥s❢♦r♠❛t✐♦♥s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✵✾✴✶✳✻✴ P❛❣❡s✿ ✶✼✷✲✶✼✹ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❱❡❝t♦r ●r❛♣❤✐❝s✿ ❈♦♠♣♦s✐t✐♦♥ ♦❢ ❚r❛♥s❢♦r♠❛t✐♦♥s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✽✾✴✶✳✻✴ P❛❣❡s✿ ✶✼✹✲✶✼✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❱❡❝t♦r ●r❛♣❤✐❝s✿ ❍♦♠♦❣❡♥❡♦✉s ❈♦♦r❞✐♥❛t❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✾✵✴✶✳✻✴ P❛❣❡s✿ ✶✼✻✲✶✼✾ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❱❡❝t♦r ●r❛♣❤✐❝s✿ ❚❤r❡❡✲❉✐♠❡♥s✐♦♥❛❧ ❍♦♠♦❣❡♥❡♦✉s ❈♦♦r❞✐✲ ♥❛t❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✾✹✴✶✳✻✴ P❛❣❡s✿ ✶✽✵✲✶✽✽ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✵✽ ▼♦❞✉❧❡✿ ✧❱❡❝t♦r ●r❛♣❤✐❝s✿ Pr♦ ❥❡❝t✐♦♥s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✾✸✴✶✳✻✴ P❛❣❡s✿ ✶✽✽✲✶✾✺ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❱❡❝t♦r ●r❛♣❤✐❝s✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭❙t❛r ❋✐❡❧❞✮✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✾✷✴✶✳✻✴ P❛❣❡s✿ ✶✾✺✲✷✵✶ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❋✐❧t❡r✐♥❣✿ ■♥tr♦❞✉❝t✐♦♥✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✶✼✴✶✳✻✴ P❛❣❡s✿ ✷✵✸✲✷✵✾ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❋✐❧t❡r✐♥❣✿ ❙✐♠♣❧❡ ❆✈❡r❛❣❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✷✶✴✶✳✻✴ P❛❣❡s✿ ✷✵✾✲✷✶✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❋✐❧t❡r✐♥❣✿ ❲❡✐❣❤t❡❞ ❆✈❡r❛❣❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✷✸✴✶✳✺✴ P❛❣❡s✿ ✷✶✻✲✷✶✽ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❋✐❧t❡r✐♥❣✿ ▼♦✈✐♥❣ ❆✈❡r❛❣❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✶✽✴✶✳✺✴ P❛❣❡s✿ ✷✶✽✲✷✷✵ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✵✾ ▼♦❞✉❧❡✿ ✧❋✐❧t❡r✐♥❣✿ ❊①♣♦♥❡♥t✐❛❧ ❆✈❡r❛❣❡s ❛♥❞ ❘❡❝✉rs✐✈❡ ❋✐❧t❡rs✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✶✻✴✶✳✺✴ P❛❣❡s✿ ✷✷✶✲✷✷✸ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❋✐❧t❡r✐♥❣✿ ❚❡st ❙❡q✉❡♥❝❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✷✷✴✶✳✺✴ P❛❣❡s✿ ✷✷✸✲✷✸✵ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❋✐❧t❡r✐♥❣✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭❋r❡q✉❡♥❝② ❘❡s♣♦♥s❡ ♦❢ ❋✐rst✲ ❖r❞❡r ❋✐❧t❡r✮✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✶✾✴✶✳✹✴ P❛❣❡s✿ ✷✸✵✲✷✸✶ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❇✐♥❛r② ❈♦❞❡s✿ ■♥tr♦❞✉❝t✐♦♥✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✵✺✴✶✳✺✴ P❛❣❡s✿ ✷✸✸✲✷✸✺ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❇✐♥❛r② ❈♦❞❡s✿ ❚❤❡ ❈♦♠♠✉♥✐❝❛t✐♦♥ P❛r❛❞✐❣♠✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✵✼✴✶✳✺✴ P❛❣❡s✿ ✷✸✺✲✷✸✽ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❇✐♥❛r② ❈♦❞❡s✿ ❋r♦♠ ❙②♠❜♦❧s t♦ ❇✐♥❛r② ❈♦❞❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✾✾✴✶✳✼✴ P❛❣❡s✿ ✷✸✽✲✷✹✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✶✵ ▼♦❞✉❧❡✿ ✧❇✐♥❛r② ❈♦❞❡s✿ ❍✉✛♠❛♥ ❈♦❞❡s ❢♦r ❙♦✉r❝❡ ❈♦❞✐♥❣✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✵✹✴✶✳✽✴ P❛❣❡s✿ ✷✹✻✲✷✺✹ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❇✐♥❛r② ❈♦❞❡s✿ ❍❛♠♠✐♥❣ ❈♦❞❡s ❢♦r ❈❤❛♥♥❡❧ ❈♦❞✐♥❣✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✵✸✴✶✳✺✴ P❛❣❡s✿ ✷✺✹✲✷✻✸ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❇✐♥❛r② ❈♦❞❡s✿ ◆✉♠❡r✐❝❛❧ ❊①♣❡r✐♠❡♥t ✭❍✉✛♠❛♥ ❈♦❞❡s✮✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✵✻✴✶✳✺✴ P❛❣❡s✿ ✷✻✸✲✷✻✹ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ■♥tr♦❞✉❝t✐♦♥✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✾✶✴✶✳✹✴ P❛❣❡s✿ ✷✻✺✲✷✻✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❘✉♥♥✐♥❣ ▼❆❚▲❆❇ ✭▼❛❝✐♥✲ t♦s❤✮✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✾✹✴✶✳✹✴ P❛❣❡s✿ ✷✻✻✲✷✻✽ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❘✉♥♥✐♥❣ ▼❆❚▲❆❇ ✭P❈✮✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✾✸✴✶✳✹✴ P❛❣❡s✿ ✷✻✽✲✷✻✾ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✶✶ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ■♥t❡r❛❝t✐✈❡ ▼♦❞❡✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✾✵✴✶✳✹✴ P❛❣❡s✿ ✷✻✾✲✷✼✵ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❱❛r✐❛❜❧❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✾✼✴✶✳✹✴ P❛❣❡s✿ ✷✼✵✲✷✼✶ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❈♦♠♣❧❡① ❱❛r✐❛❜❧❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✽✹✴✶✳✹✴ P❛❣❡s✿ ✷✼✶✲✷✼✸ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❱❡❝t♦rs ❛♥❞ ▼❛tr✐❝❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✾✽✴✶✳✺✴ P❛❣❡s✿ ✷✼✸✲✷✼✼ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❚❤❡ ❈♦❧♦♥✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✾✺✴✶✳✹✴ P❛❣❡✿ ✷✼✽ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ●r❛♣❤✐❝s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✽✽✴✶✳✺✴ P❛❣❡s✿ ✷✼✾✲✷✽✸ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❚❚❘■❇❯❚■❖◆❙ ✸✶✷ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❊❞✐t✐♥❣ ❋✐❧❡s ❛♥❞ ❈r❡❛t✐♥❣ ❋✉♥❝✲ t✐♦♥s ✭▼❛❝✐♥t♦s❤✮✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✽✺✴✶✳✻✴ P❛❣❡s✿ ✷✽✸✲✷✽✻ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ❊❞✐t✐♥❣ ❋✐❧❡s ❛♥❞ ❈r❡❛t✐♥❣ ❋✉♥❝✲ t✐♦♥s ✭P❈✮✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✽✼✴✶✳✹✴ P❛❣❡s✿ ✷✽✻✲✷✽✽ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❆♥ ■♥tr♦❞✉❝t✐♦♥ t♦ ▼❆❚▲❆❇✿ ▲♦♦♣s ❛♥❞ ❈♦♥tr♦❧✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✸✾✷✴✶✳✺✴ P❛❣❡s✿ ✷✽✽✲✷✾✶ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❚❤❡ ❊❞✐① ❊❞✐t♦r✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✼✼✴✶✳✹✴ P❛❣❡s✿ ✷✾✸✲✷✾✹ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ▼♦❞✉❧❡✿ ✧❯s❡❢✉❧ ▼❛t❤❡♠❛t✐❝❛❧ ■❞❡♥t✐t✐❡s✧ ❇②✿ ▲♦✉✐s ❙❝❤❛r❢ ❯❘▲✿ ❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴♠✷✶✹✽✽✴✶✳✹✴ P❛❣❡s✿ ✷✾✺✲✷✾✼ ❈♦♣②r✐❣❤t✿ ▲♦✉✐s ❙❝❤❛r❢ ▲✐❝❡♥s❡✿ ❤tt♣✿✴✴❝r❡❛t✐✈❡❝♦♠♠♦♥s✳♦r❣✴❧✐❝❡♥s❡s✴❜②✴✸✳✵✴ ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ❆❜♦✉t ❈♦♥♥❡①✐♦♥s ❙✐♥❝❡ ✶✾✾✾✱ ❈♦♥♥❡①✐♦♥s ❤❛s ❜❡❡♥ ♣✐♦♥❡❡r✐♥❣ ❛ ❣❧♦❜❛❧ s②st❡♠ ✇❤❡r❡ ❛♥②♦♥❡ ❝❛♥ ❝r❡❛t❡ ❝♦✉rs❡ ♠❛t❡r✐❛❧s ❛♥❞ ♠❛❦❡ t❤❡♠ ❢✉❧❧② ❛❝❝❡ss✐❜❧❡ ❛♥❞ ❡❛s✐❧② r❡✉s❛❜❧❡ ❢r❡❡ ♦❢ ❝❤❛r❣❡✳ ❲❡ ❛r❡ ❛ ❲❡❜✲❜❛s❡❞ ❛✉t❤♦r✐♥❣✱ t❡❛❝❤✐♥❣ ❛♥❞ ❧❡❛r♥✐♥❣ ❡♥✈✐r♦♥♠❡♥t ♦♣❡♥ t♦ ❛♥②♦♥❡ ✐♥t❡r❡st❡❞ ✐♥ ❡❞✉❝❛t✐♦♥✱ ✐♥❝❧✉❞✐♥❣ st✉❞❡♥ts✱ t❡❛❝❤❡rs✱ ♣r♦❢❡ss♦rs ❛♥❞ ❧✐❢❡❧♦♥❣ ❧❡❛r♥❡rs✳ ❲❡ ❝♦♥♥❡❝t ✐❞❡❛s ❛♥❞ ❢❛❝✐❧✐t❛t❡ ❡❞✉❝❛t✐♦♥❛❧ ❝♦♠♠✉♥✐t✐❡s✳ ❈♦♥♥❡①✐♦♥s✬s ♠♦❞✉❧❛r✱ ✐♥t❡r❛❝t✐✈❡ ❝♦✉rs❡s ❛r❡ ✐♥ ✉s❡ ✇♦r❧❞✇✐❞❡ ❜② ✉♥✐✲ ✈❡rs✐t✐❡s✱ ❝♦♠♠✉♥✐t② ❝♦❧❧❡❣❡s✱ ❑✲✶✷ s❝❤♦♦❧s✱ ❞✐st❛♥❝❡ ❧❡❛r♥❡rs✱ ❛♥❞ ❧✐❢❡❧♦♥❣ ❧❡❛r♥❡rs✳ ❈♦♥♥❡①✐♦♥s ♠❛t❡r✐❛❧s ❛r❡ ✐♥ ♠❛♥② ❧❛♥❣✉❛❣❡s✱ ✐♥❝❧✉❞✐♥❣ ❊♥❣❧✐s❤✱ ❙♣❛♥✐s❤✱ ❈❤✐♥❡s❡✱ ❏❛♣❛♥❡s❡✱ ■t❛❧✐❛♥✱ ❱✐❡t♥❛♠❡s❡✱ ❋r❡♥❝❤✱ P♦rt✉❣✉❡s❡✱ ❛♥❞ ❚❤❛✐✳ ❈♦♥♥❡①✐♦♥s ✐s ♣❛rt ♦❢ ❛♥ ❡①❝✐t✐♥❣ ♥❡✇ ✐♥❢♦r♠❛t✐♦♥ ❞✐str✐❜✉t✐♦♥ s②s✲ t❡♠ t❤❛t ❛❧❧♦✇s ❢♦r Pr✐♥t ♦♥ ❉❡♠❛♥❞ ❇♦♦❦s✳ ❈♦♥♥❡①✐♦♥s ❤❛s ♣❛rt✲ ♥❡r❡❞ ✇✐t❤ ✐♥♥♦✈❛t✐✈❡ ♦♥✲❞❡♠❛♥❞ ♣✉❜❧✐s❤❡r ◗❖❖P t♦ ❛❝❝❡❧❡r❛t❡ t❤❡ ❞❡❧✐✈✲ ❡r② ♦❢ ♣r✐♥t❡❞ ❝♦✉rs❡ ♠❛t❡r✐❛❧s ❛♥❞ t❡①t❜♦♦❦s ✐♥t♦ ❝❧❛ssr♦♦♠s ✇♦r❧❞✇✐❞❡ ❛t ❧♦✇❡r ♣r✐❝❡s t❤❛♥ tr❛❞✐t✐♦♥❛❧ ❛❝❛❞❡♠✐❝ ♣✉❜❧✐s❤❡rs✳ [...]... z2 = − ab c a = ✭✶✳✸✻✮ ❨♦✉ s❤♦✉❧❞ ❛❧✇❛②s ❝❤❡❝❦ ②♦✉r s♦❧✉t✐♦♥s ✇✐t❤ t❤❡s❡ ❡q✉❛t✐♦♥s✳ ❈♦♠♣❧❡t✐♥❣ t❤❡ ❙q✉❛r❡✳ ■♥ ♦r❞❡r t♦ s♦❧✈❡ t❤❡ q✉❛❞r❛t✐❝ ❡q✉❛t✐♦♥ z 2 + ab z + ac = 0 ✭♦r✱ ❡q✉✐✈❛❧❡♥t❧②✱ t♦ ✜♥❞ t❤❡ r♦♦ts ♦❢ t❤❡ ♣♦❧②♥♦♠✐❛❧ z 2 + ab z + ac ✱ ✇❡ ✏❝♦♠♣❧❡t❡ t❤❡ sq✉❛r❡✑ ♦♥ t❤❡ ❧❡❢t✲❤❛♥❞ s✐❞❡ ♦❢ ✭✶✳✸✸✮✿ z+ 2 b 2a − 2 b 2a + c = 0 a ✭✶✳✸✼✮ ❚❤✐s ❡q✉❛t✐♦♥ ♠❛② ❜❡ r❡✇r✐tt❡♥ ❛s z+ b 2a 2 = 1 2a 2 b2 − 4ac ✭✶✳✸✽✮... b2 − 4ac > 0 ✳ ■♥ t❤✐s ❝❛s❡✱ t❤❡ r♦♦ts z1 ❛♥❞ z2 ❛r❡ z1,2 = − b 1 ± 2a 2a b2 − 4ac ✭✶✳✹✵✮ ❚❤❡s❡ t✇♦ r♦♦ts ❛r❡ r❡❛❧✱ ❛♥❞ t❤❡② ❛r❡ ❧♦❝❛t❡❞ s②♠♠❡tr✐❝❛❧❧② ❛❜♦✉t t❤❡ ♣♦✐♥t b − 2a ✳ t❤❡ ♣♦✐♥ts ❲❤❡♥ b = 0✱ √ 1 ± 2a −4ac✳ ✭■♥ t❤❡② ❛r❡ ❧♦❝❛t❡❞ s②♠♠❡tr✐❝❛❧❧② ❛❜♦✉t ✵ ❛t t❤✐s ❝❛s❡✱ −4ac > 0.✮ ❚②♣✐❝❛❧ s♦❧✉t✐♦♥s ❛r❡ ✐❧❧✉str❛t❡❞ ✐♥ ❋✐❣✉r❡ ✶✳✶✵✳ ✭❛✮ ✭❜✮ ✭❝✮ ❚②♣✐❝❛❧ ❘♦♦ts ✐♥ t❤❡ ❖✈❡r❞❛♠♣❡❞ ❈❛s❡❀ ✭❛✮ b/ 2a > 0, 4ac >... r♦♦t ♦❢ ❡❛❝❤ s✐❞❡ t♦ ✜♥❞ t❤❡ s♦❧✉t✐♦♥s z1,2 = − b 1 ± 2a 2a b2 − 4ac ✭✶✳✸✾✮ ❊①❡r❝✐s❡ ✶✳✹✳✶ ❲✐t❤ t❤❡ r♦♦ts z1 ❛♥❞ z2 ❞❡✜♥❡❞ ✐♥ ❊q✉❛t✐♦♥ ✶✳✷✾✱ ♣r♦✈❡ t❤❛t (z − z1 ) (z − z2 ) ✐s✱ ✐♥❞❡❡❞✱ ❡q✉❛❧ t♦ t❤❡ ♣♦❧②♥♦♠✐❛❧ z 2 + ab z + ac ✳ b c ❈❤❡❝❦ t❤❛t z1 + z2 = − a ❛♥❞ z1 z2 = a ■♥ t❤❡ ❡q✉❛t✐♦♥ t❤❛t ❞❡✜♥❡s t❤❡ r♦♦ts z1 ❛♥❞ z2 ✱ b2 − 4ac ✐s z1 ❛♥❞ z2 ✳ ■♥ b2 − 4ac✳ t❤❡ t❡r♠ ❝r✐t✐❝❛❧ ❜❡❝❛✉s❡ ✐t ❞❡t❡r♠✐♥❡s t❤❡ ♥❛t✉r❡... jr1 sinθ1 ) (r2 cosθ2 + jr2 sinθ2 ) = ( r1 cos θ1 r2 cos θ2 − r1 sin θ1 r2 sin θ2 ) ✭✶✳✶✾✮ + j ( r1 sin θ1 r2 cos θ2 + r1 cos θ1 r2 sin θ2 ) = r1 r2 cos (θ1 + θ2 ) + jr1 r2 sin (θ1 + θ2 ) = r1 r2 ej(θ1 +θ2 ) ❲❡ s❛② t❤❛t t❤❡ ♠❛❣♥✐t✉❞❡s ♠✉❧t✐♣❧② ❛♥❞ t❤❡ ❛♥❣❧❡s ❛❞❞✳ ❆s ✐❧❧✉str❛t❡❞ ✐♥ ❋✐❣✉r❡ ✶✳✺✱ t❤❡ ♣r♦❞✉❝t ✹ ❲❡ θ✷ ❛♥❞ z1 z2 ❧✐❡s ❛t t❤❡ ❛♥❣❧❡ ❤❛✈❡ ✉s❡❞ t❤❡ tr✐❣♦♥♦♠❡tr✐❝ ✐❞❡♥t✐t✐❡s sin (θ1 + θ2 ) = sinθ1... 0✱ ✭❜✮ b/ 2a > 0, 4ac < 0✱ ❛♥❞ ✭❝✮ b/ 2a = 0, 4ac < 0 ❋✐❣✉r❡ ✶✳✶✵✿ ❊①❡r❝✐s❡ ✶✳✹✳✷ ❈♦♠♣✉t❡ ❛♥❞ ♣❧♦t t❤❡ r♦♦ts ♦❢ t❤❡ ❢♦❧❧♦✇✐♥❣ q✉❛❞r❛t✐❝ ❡q✉❛t✐♦♥s✿ ❛✳ ❜✳ ❝✳ z 2 + 2z + 12 = 0❀ z 2 + 2a − 12 = 0❀ z 2 − 12 = 0✳ ❋♦r ❡❛❝❤ ❡q✉❛t✐♦♥✱ ❝❤❡❝❦ t❤❛t ✭✐✐✮ ❈r✐t✐❝❛❧❧② ❉❛♠♣❡❞ z2 z1 + z2 = − ab b2 − 4ac = 0 ✳ ❛♥❞ z1 z2 = c a ■♥ t❤✐s ❝❛s❡✱ t❤❡ r♦♦ts z1 ❛♥❞ ❛r❡ ❡q✉❛❧ ✭✇❡ s❛② t❤❡② ❛r❡ r❡♣❡❛t❡❞✮✿ z1 = z2 = − b 2a ❚❤❡s❡ s♦❧✉t✐♦♥s... ✭✭✶✳✸✾✮✮ ♣r♦❞✉❝❡s ❛♥ ✐♠❛❣✐♥❛r② ♥✉♠❜❡r✳ ❲❡ 2 2 ❛♥❞ ✇r✐t❡ z1,2 ❛s ♠❛② ✇r✐t❡ b − 4ac ❛s − 4ac − b ✭✐✐✐✮ ❯♥❞❡r❞❛♠♣❡❞ z1,2 b = − 2a ± b = − 2a ± 1 2a − (4ac − b2 ) √ 1 4ac − b2 j 2a ✭✶✳✹✷✮ ❚❤❡s❡ ❝♦♠♣❧❡① r♦♦ts ❛r❡ ✐❧❧✉str❛t❡❞ ✐♥ ❋✐❣✉r❡ ✶✳✶✷✳ ◆♦t❡ t❤❛t t❤❡ r♦♦ts ❛r❡ ♣✉r❡❧② ✐♠❛❣✐♥❛r② ✇❤❡♥ b = 0✱ ♣r♦❞✉❝✐♥❣ t❤❡ r❡s✉❧t z1,2 = ±j c a ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ✭✶✳✹✸✮... s❛t✐s✜❡❞✿ az 2 + bz + c = 0 ❋♦r a= 0 ✭✶✳✸✷✮ ✭❛s ✇❡ ✇✐❧❧ ❛ss✉♠❡✮✱ t❤✐s ❡q✉❛t✐♦♥ ♠❛② ❜❡ ✇r✐tt❡♥ ❛s b c z 2 + z + = 0 a a ✭✶✳✸✸✮ ▲❡t✬s ❞❡♥♦t❡ t❤❡ s❡❝♦♥❞✲❞❡❣r❡❡ ♣♦❧②♥♦♠✐❛❧ ♦♥ t❤❡ ❧❡❢t✲❤❛♥❞ s✐❞❡ ♦❢ t❤✐s ❡q✉❛t✐♦♥ ❜② p (z)✿ c b p (z) = z 2 + z + a a ❚❤✐s ✐s ❝❛❧❧❡❞ ❛ ♠♦♥✐❝ ♣♦❧②♥♦♠✐❛❧ ✭✶✳✸✹✮ ❜❡❝❛✉s❡ t❤❡ ❝♦❡✣❝✐❡♥t ♦❢ t❤❡ ❤✐❣❤❡st✲ z 2 ✐s ✶✳ ❲❤❡♥ ❧♦♦❦✐♥❣ ❢♦r s♦❧✉t✐♦♥s t♦ t❤❡ q✉❛❞r❛t✐❝ ❡q✉❛t✐♦♥ b c 2 z + a z+ a = 0✱... ❘♦♦ts ✐♥ t❤❡ ❈r✐t✐❝❛❧❧② ❉❛♠♣❡❞ ❈❛s❡❀ ✭❛✮ b/ 2a > 0✱ ❛♥❞ ✭❜✮ b/ 2a < 0 ❋✐❣✉r❡ ✶✳✶✶✿ ❊①❡r❝✐s❡ ✶✳✹✳✸ ❈♦♠♣✉t❡ ❛♥❞ ♣❧♦t t❤❡ r♦♦ts ♦❢ t❤❡ ❢♦❧❧♦✇✐♥❣ q✉❛❞r❛t✐❝ ❡q✉❛t✐♦♥s✿ ❛✳ ❜✳ ❝✳ z 2 + 2z + 1 = 0❀ z 2 − 2z + 1 = 0❀ z 2 = 0✳ ❋♦r ❡❛❝❤ ❡q✉❛t✐♦♥✱ ❝❤❡❝❦ t❤❛t z1 + z2 = − ab ❛♥❞ z1 z2 = c a b2 − 4ac < 0 ✳ ❚❤❡ ✉♥❞❡r❞❛♠♣❡❞ ❝❛s❡ ✐s✱ ❜② ❢❛r✱ 2 t❤❡ ♠♦st ❢❛s❝✐♥❛t✐♥❣ ❝❛s❡✳ ❲❤❡♥ b − 4ac < 0✱ t❤❡♥ t❤❡ sq✉❛r❡ r♦♦t ✐♥ t❤❡ s♦❧✉t✐♦♥s... t❤❡ ❝♦♠♣❧❡① ♥✉♠❜❡r z ✳ ■♥ t❤✐s ♣♦❧❛r r❡♣r❡s❡♥t❛t✐♦♥✱ ✇❡ ❞❡✜♥❡ |z| = r t♦ ❜❡ t❤❡ ♠❛❣♥✐t✉❞❡ ♦❢ z ❛♥❞ arg (z) = θ t♦ ❜❡ t❤❡ ❛♥❣❧❡✱ ♦r ♣❤❛s❡✱ ♦❢ z ✿ ❲❡ ❝❛❧❧ ❛ s❛② t❤❛t t❤❡ ♣♦❧❛r ♣❛✐r |z| = r ✭✶✳✶✸✮ arg (z) = θ ✭✶✳✶✹✮ ❲✐t❤ t❤❡s❡ ❞❡✜♥✐t✐♦♥s ♦❢ ♠❛❣♥✐t✉❞❡ ❛♥❞ ♣❤❛s❡✱ ✇❡ ❝❛♥ ✇r✐t❡ t❤❡ ❝♦♠♣❧❡① ♥✉♠❜❡r z ❛s z = |z|ejarg(z) ❆✈❛✐❧❛❜❧❡ ❢♦r ❢r❡❡ ❛t ❈♦♥♥❡①✐♦♥s ❁❤tt♣✿✴✴❝♥①✳♦r❣✴❝♦♥t❡♥t✴❝♦❧✶✵✻✽✺✴✶✳✷❃ ✭✶✳✶✺✮ ❈❍❆P❚❊❘ ✶✳ ❈❖▼P▲❊❳... ❘❡♣r❡s❡♥t❛t✐♦♥s ♦❢ t❤❡ ❈♦♠♣❧❡① ③ ❚❤❡ ♦r✐❣✐♥❛❧ ❈❛rt❡s✐❛♥ r❡♣r❡s❡♥t❛t✐♦♥ ✐s ♦❜t❛✐♥❡❞ ❢r♦♠ t❤❡ r❛❞✐✉s ❛♥❞ ❛♥❣❧❡ θ r ❛s ❢♦❧❧♦✇s✿ ❚❤❡ ❝♦♠♣❧❡① ♥✉♠❜❡r z z x = r❝♦sθ ✭✶✳✽✮ y = r sin θ ✭✶✳✾✮ ♠❛② t❤❡r❡❢♦r❡ ❜❡ ✇r✐tt❡♥ ❛s = x + jy = r❝♦sθ + jrs✐♥θ ✭✶✳✶✵✮ = r ( cosθ + j sin θ) ❚❤❡ ❝♦♠♣❧❡① ♥✉♠❜❡r ❝♦s θ + j s✐♥θ ✐s✱ ✐ts❡❧❢✱ ❛ ♥✉♠❜❡r t❤❛t ♠❛② ❜❡ r❡♣r❡s❡♥t❡❞ ♦♥ t❤❡ ❝♦♠♣❧❡① ♣❧❛♥❡ ❛♥❞ ❝♦❞❡❞ ✇✐t❤ t❤❡ ❈❛rt❡s✐❛♥ ♣❛✐r (cosθ, s✐♥θ)✳ ❚❤✐s ... A First Course in Electrical and Computer Engineering By: Louis Scharf Online: < http://cnx.org/content/col10685/1.2/ > CONNEXIONS Rice University, Houston, Texas ❚❤✐s s❡❧❡❝t✐♦♥... t❤❡ ♣♦❧②♥♦♠✐❛❧ z + ab z + ac ✱ ✇❡ ✏❝♦♠♣❧❡t❡ t❤❡ sq✉❛r❡✑ ♦♥ t❤❡ ❧❡❢t✲❤❛♥❞ s✐❞❡ ♦❢ ✭✶✳✸✸✮✿ z+ b 2a − b 2a + c = a ✭✶✳✸✼✮ ❚❤✐s ❡q✉❛t✐♦♥ ♠❛② ❜❡ r❡✇r✐tt❡♥ ❛s z+ b 2a = 2a b2 − 4ac ✭✶✳✸✽✮ ❲❡ ♠❛② t❛❦❡... ✐♠❛❣✐♥❛r② ♥✉♠❜❡r✳ ❲❡ 2 ❛♥❞ ✇r✐t❡ z1,2 ❛s ♠❛② ✇r✐t❡ b − 4ac ❛s − 4ac − b ✭✐✐✐✮ ❯♥❞❡r❞❛♠♣❡❞ z1,2 b = − 2a ± b = − 2a ± 2a − (4ac − b2 ) √ 4ac − b2 j 2a ✭✶✳✹✷✮ ❚❤❡s❡ ❝♦♠♣❧❡① r♦♦ts ❛r❡ ✐❧❧✉str❛t❡❞ ✐♥ ❋✐❣✉r❡

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