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Energy management of a hybrid electric vehicle : an approach based on type-2 fuzzy logic

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HAL Id: tel-00947626

https://tel.archives-ouvertes.fr/tel-00947626

Submitted on 17 Feb 2014

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Energy management of a hybrid electric vehicle : an

approach based on type-2 fuzzy logic

Javier Enrique Solano Martinez

To cite this version:

Javier Enrique Solano Martinez. Energy management of a hybrid electric vehicle : an approach based on type-2 fuzzy logic. Other. Université de Franche-Comté; Centre for Computational Intelligence (Leicester, GB), 2012. English. �NNT : 2012BESA2007�. �tel-00947626�

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N° d'ordre : 2012006 Année 2012

THESE

présentée pour obtenir le grade de

Docteur de l'Université de Franche-Comté

École Doctorale : Sciences pour l'Ingénieur et Microtechniques

Spécialité : Sciences pour l'Ingénieur

Par

Javier SOLANO MARTÍNEZ

Ingénieur, Universidad Industrial de Santander, Bucaramanga, Colombie

M.Sc., Université de Franche-Comté Belfort, France

___________________

Modélisation et supervision des flux énergétiques à bord d'un

véhicule hybride lourd : approche par logique floue de type-2

Energy management of a hybrid electric vehicle:

an approach based on type-2 fuzzy logic

Soutenue le 8 février 2012 devant le jury composé de :

M. Bernard DAVAT

Président du jury Université de Lorraine

M. Hamid GUALOUS

Rapporteur Université de Caen Basse-Normandie

M. Benoît ROBYNS

Rapporteur Ecole des Hautes Etudes d'Ingénieur, Lille

M. Michel AMIET

Examinateur Direction Générale de l'Armement, DGA

M. Bob JOHN

Examinateur De Montfort University, Royaume-Uni

M. Joeri VAN MIERLO

Examinateur Vrije Universiteit, Belgique

M. Daniel HISSEL

Directeur de la thèse Université de Franche-Comté

Mme. Marie-Cécile PERA

Co-directrice de la thèse Université de Franche-Comté

M. Samuel HIBON

Membre invité ALSTOM Transport

Thèse européenne préparée en collaboration entre l'Institut FEMTO-ST (Département ENERGIE, UMR CNRS 6174, dans le cadre de l'Institut FCLAB) et le Centre for Computational Intelligence, De Montfort University,

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❆❝❦♥♦✇❧❡❞❣♠❡♥ts

■ ❛♠ ✈❡r② ❣r❛t❡❢✉❧ ✇✐t❤ ❇❡r♥❛r❞ ❉❛✈❛t✱ ❢♦r ❜❡✐♥❣ t❤❡ ❝❤❛✐r ♦❢ ♠② t❤❡s✐s ❝♦♠♠✐tt❡❡✳ ❇❡♥♦ît ❘♦❜②♥s ❛♥❞ ❍❛♠✐❞ ●✉❛❧♦✉s ❢♦r t❤❡✐r r❡✈✐❡✇ ♦❢ t❤❡ ♠❛♥✉s❝r✐♣t ❛♥❞ t❤❡ s✉❣❣❡st✐♦♥s t❤❡② ♠❛❞❡ t♦ ✐♠♣r♦✈❡ ✐t✳ ❏♦❡r✐ ❱❛♥ ▼✐❡r❧♦✱ ❘♦❜❡rt ❏♦❤♥✱ ▼✐❝❤❡❧ ❆♠✐❡t ❛♥❞ ❙❛♠✉❡❧ ❍✐❜♦♥ ❡①❛♠✐♥❡rs ♦❢ t❤❡ P❤✳❉ ❢♦r t❤❡✐r ♣❛rt✐❝✐♣❛t✐♦♥ ❛♥❞ t❤❡✐r ✐♥t❡r❡st✐♥❣ q✉❡st✐♦♥s ❞✉r✐♥❣ ♠② t❤❡s✐s ❞❡❢❡♥❝❡✳ ■ ✇♦✉❧❞ ❧✐❦❡ t♦ t❤❛♥❦ ♠② ❛❞✈✐s♦rs ❉❛♥✐❡❧ ❍✐ss❡❧ ❛♥❞ ▼❛r✐❡✲❈é❝✐❧❡ Pér❛✱ ❢♦r t❤❡✐r ❝♦♥st❛♥t ♣❡rs♦♥❛❧ ❛♥❞ ♣r♦❢❡ss✐♦♥❛❧ s✉♣♣♦rt ❛♥❞ ❣✉✐❞❛♥❝❡ t❤r♦✉❣❤♦✉t t❤✐s t❤❡s✐s✳ ■ ❛♠ ✈❡r② ❣r❛t❡❢✉❧ ✇✐t❤ t❤❡♠✱ ♥♦t ♦♥❧② ❢♦r t❤❡✐r ❛❞✈✐❝❡ ❜✉t ❛❧s♦ ❢♦r tr✉st✐♥❣ ✐♥ ♠② ✇♦r❦✳ ■t ❤❛s ❜❡❡♥ ❛ ♣❧❡❛s✉r❡ ❛♥❞ ❛ ♣r✐✈✐❧❡❣❡ ✇♦r❦✐♥❣ ✇✐t❤ t❤❡♠✳ ■ ♠✉st ❛❧s♦ ❛❝❦♥♦✇❧❡❞❣❡ ❈❤r✐st♦♣❤❡ ❊s♣❛♥❡t✱ ♣r♦❢❡ss♦r ♦❢ t❤❡ ❯♥✐✈❡rs✐t② ♦❢ ❋r❛♥❝❤❡✲ ❈♦♠té✱ ❛♥❞ ♣r✐♥❝✐♣❛❧ ❛❞✈✐s♦r ❞✉r✐♥❣ ♠② ▼✳❙❝✳ ❍❡ ✐s ♥♦t ♦♥❧② ❛ ❣r❡❛t r❡s❡❛r❝❤❡r ❜✉t ❛❧s♦ ✐s ❛♥ ❡①❝❡♣t✐♦♥❛❧ ♣❡rs♦♥ ✇❤♦ ■ tr✉❧② ❛❞♠✐r❡✳ ❚❤❛♥❦s ❣♦❡s t♦ t❤❡ st❛✛ ♦❢ ❋❡♠t♦✲❙❚ ▲❛❜♦r❛t♦r②✳ ❚❤❛♥❦s t♦ ❋❛❜✐❡♥ ❍❛r❡❧ ❛♥❞ ❏érô♠❡ ▼✉❧♦t✱ ✇❤♦ ❤❡❧♣ ♠❡ t♦ ❡✈❛❧✉❛t❡ ❛♥❞ t♦ ✐♠♣r♦✈❡ ♠② r❡s❡❛r❝❤ ✭❛♥❞ ❛❧s♦ ♠② ❛❜✐❧✐t✐❡s ✐♥ ❜❛❜②❢♦♦t✮✳ ❚❤❛♥❦s t♦ ❑❛r✐♥❡ ❉✐❡③ ✇❤♦ ❤❡❧♣ ♠❡ ✇✐t❤ t❤❡ ❡①♣❡r✐♠❡♥t❛❧ s❡t✉♣ ❛t ❋❈ ▲❛❜✳ ❚❤❛♥❦s t♦ ■s❛❜❡❧❧❡ ❈❤r✐st❡♥ ❛♥❞ ▲❛✉r❡♥❝❡ ▼❛r② ❢♦r t❤❡✐r ❤❡❧♣ ✐♥ t❤❡ q✉♦t✐❞✐❛♥✳ ❚❤❛♥❦s ❛❧s♦ ❣♦❡s t♦ t❤❡ ♣❛rt♥❡rs ♦❢ t❤❡ ❊❈❈❊ ♣r♦❥❡❝t✱ ▼✐❝❤❡❧ ❆♠✐❡t✱ ❤❡❛❞ ♦❢ ❡♥❣✐♥❡❡r✐♥❣ ✇✐t❤ t❤❡ ❉●❆ ✭❋r❡♥❝❤ ❆r♠②✮✱ ❢♦r ❣✐✈✐♥❣ ♠❡ t❤❡ ♦♣♣♦rt✉♥✐t② t♦ ✇♦r❦ ✐♥ t❤✐s ✐♥t❡r❡st✐♥❣ ♣r♦❥❡❝t✳ ❚❤❛♥❦s t♦ ■✈❛♥ ❘♦❞❡❧ ❛♥❞ t❤❡ st❛✛ ♦❢ P❆◆❍❆❘❉✱ ❍❊▲■❖◆ ❛♥❞ ❈■❘❚❊▼ ❢♦r t❤❡✐r ❦✐♥❞♥❡ss✳ ■ ❛♠ ❣r❛t❡❢✉❧ ✇✐t❤ ❘♦❜❡rt ❏♦❤♥✱ ❙✐♠♦♥ ❈♦✉♣❧❛♥❞✱ ❙t❡♣❤❡♥ ▼❛tt❤❡✇s✱ ❉❛✈✐❞ ❊❧✐③♦♥❞♦ ❛♥❞ ❛❧❧ t❤❡ ♠❡♠❜❡rs ♦❢ t❤❡ ❈❈■✳ ■ ❤❛✈❡ r❡❛❧❧② ❡♥❥♦②❡❞ ✇♦r❦✐♥❣ ❛♥❞ s❤❛r✐♥❣ ✇✐t❤ t❤❡♠ ❞✉r✐♥❣ t❤❡ s✉♠♠❡r ✷✵✶✵✳ ■ ❛♠ ❣r❛t❡❢✉❧ t♦ t❤❡ ❙P■▼ ❞♦❝t♦r❛❧ s❝❤♦♦❧ ♦❢ t❤❡ ❯♥✐✈❡rs✐t② ♦❢ ❋r❛♥❝❤❡✲❈♦♠té✱ ❢♦r t❤❡ ✜♥❛♥❝✐❛❧ s✉♣♣♦rt t♦ r❡❛❧✐s❡ t❤✐s ♣❛rt ♦❢ ♠② r❡s❡❛r❝❤ ❛t ▲❡✐❝❡st❡r ✐♥ ❯♥✐t❡❞ ❑✐♥❣❞♦♠✳ ✐✐✐

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■ ❛♠ ❣r❛t❡❢✉❧ ✇✐t❤ ❛❧❧ t❤❡ ❡①♣❡rts ✇❤♦ ❦✐♥❞❧② ❛❝❝❡♣t t♦ ♣❛rt✐❝✐♣❛t❡ ✐♥ t❤❡ s✉r✈❡② t♦ ❞❡s✐❣♥ t❤❡ ❢✉❡❧ ❝❡❧❧ s②st❡♠ ❢✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡r✿ ❘♦❝❤❞✐ ❚r✐❣✉✐✱ ✭■❋❙❚❚❆❘ ■♥st✐t✉t❡✱ ❋r❛♥❝❡✮✱ ❈❤r✐st♦♣❤❡r ❘♦♠❛✉s ✭❯♥✐✈❡rs✐t② ♦❢ P❛❞❡r❜♦r♥✱ ●❡r♠❛♥②✮✱ ❘✐❝❛r❞♦ P✐♥t♦ ✭❯♥✐✲ ✈❡rs✐t② ♦❢ P♦rt♦✱ P♦rt✉❣❛❧✮✳ ❉❛♥✐❡❧ ❇✐❡♥❛✐♠❡✱ ❉❛♥✐❡❧ ❍✐ss❡❧ ❛♥❞ ▼❛r✐❡✲❈é❝✐❧❡ Pér❛✱ ✭❯♥✐✲ ✈❡rs✐té ❞❡ ❋r❛♥❝❤❡✲❈♦♠té✮✱ ❱✐❝❡♥t❡ ❆③✉❡❞♦ ✭❋✉♥❞❛❝✐ó♥ ♣❛r❛ ❡❧ ❉❡s❛rr♦❧❧♦ ❞❡❧ ❍✐❞ró❣❡♥♦✱ ❆r❛❣♦♥✱ ❙♣❛✐♥✮✱ ❨✉❛♥ ❈❤❡♥ ✭❍❛r❜✐♥ ❯♥✐✈❡rs✐t②✱ ❈❤✐♥❛✮✱ ❍❛rr② ▲✉q✉❡ ✭P❙❆✱ P❡✉❣❡♦t ❈✐t✲ rö❡♥✱ ❋r❛♥❝❡✮ ❛♥❞ ▲♦ï❝ ❇♦✉❧♦♥ ✭❯♥✐✈❡rs✐té ❞❡ ◗✉❡❜❡❝ à ❚r♦✐s✲❘✐✈✐èr❡s✱ ❈❛♥❛❞❛✮✳ ■ ❛❧s♦ ❛❝❦♥♦✇❧❡❞❣❡ ❙❛♠✉❡❧ ❍✐❜♦♥ ✇❤♦ ❣✐✈❡s ♠❡ t❤❡ ♦♣♣♦rt✉♥✐t② t♦ ❝♦♥t✐♥✉❡ ♠② r❡s❡❛r❝❤ ❛s ❛ ♣♦st❞♦❝t♦r❛❧ r❡s❡❛r❝❤❡r ❛t ❆❧st♦♠ ❚r❛♥s♣♦rt ✭❛♥❞ ❛❧s♦ ❢♦r t❤❡ t✐♠❡ ❤❡ ❛❧❧♦✇s ♠❡ t♦ ♣r❡♣❛r❡ ♠② P❤✳❉✳ ❞✐ss❡rt❛t✐♦♥✮✳ ■ ❛♠ ❝♦♥✈✐❝❡❞ t❤❛t ❡❝♦❞r✐✈✐♥❣ ❛♥❞ ♦♣t✐♠❛❧ ❝♦♥tr♦❧ ✐s ❛ r❡❛❧❧② ✐♥t❡r❡st✐♥❣ ❝♦♥t✐♥✉❛t✐♦♥ ♦❢ ♠② r❡s❡❛r❝❤✳ ■ ✇♦✉❧❞ ❧✐❦❡ t♦ t❤❛♥❦s ♠② ❢r✐❡♥❞s ❛♥❞ ❝♦❧❧❡❛❣✉❡s✱ ❛t ❇❡❧❢♦rt ❉❛♥✐❡❧✱ ❏♦s❡❜❛✱ ❋r❛♥ç♦✐s✱ ❈❤❛r❧②✱ ❱✐♥❝❡♥t✱ ❏érô♠❡✱ ❘❛✐ss❛✱ ▼✐♥❤✱ ❉❡st✐♥②✱ ◆❛t❤❛❧✐❡✱ ❙❡r❣❡✳✳✳ ▼② ❢r✐❡♥❞s ❛t ▲❡✐❝❡st❡r ❙t❡♣❤❡♥✱ ❇❡♥✱ ❩♦❡②✱ ❏♦❤♥ ❛♥❞ ❘✐❦❦❛✱ ▲✉✐s✳✳✳ ♠② ❢❡❧❧♦✇s ❛t ❇❡❧❢♦rt ❆♥❞r❡s ❛♥❞ ❱✐❝t♦r✐❛✱ ❏♦r❣❡✱ ▼❛r✐♦✱ ❆♥❞rés✱ ❲✐❧❧✐❛♠✱ ❆❦❛♠✐t❧✱ ❆❞r✐❛♥❛✱ ❈❛r❧♦s✱ ❚❛t❛✱ ❏✉❧✐❛♥✳✳✳ ❋✐♥❛❧❧②✱ ■ ❛♠ ❣r❛t❡❢✉❧ ✇✐t❤ ♠② ❢❛♠✐❧② ❛♥❞ ✇✐t❤ ❊❧✈✐r❛ ✇❤♦ s✉♣♣♦rt ♠❡ t❤r♦✉❣❤ ✐t ❛❧❧ ✐✈

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■ ♠❛② ♥❡✈❡r ✜♥❞ ❛❧❧ t❤❡ ❛♥s✇❡rs ■ ♠❛② ♥❡✈❡r ✉♥❞❡rst❛♥❞ ✇❤② ■ ♠❛② ♥❡✈❡r ♣r♦✈❡ ✇❤❛t ■ ❦♥♦✇ t♦ ❜❡ tr✉❡ ❜✉t ■ ❦♥♦✇ t❤❛t ■ st✐❧❧ ❤❛✈❡ t♦ tr② ❏❤♦♥ P❡tr✉❝❝✐ ✲ ❉r❡❛♠ ❚❤❡❛t❡r ✈✐

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❘és✉♠é

▲❡ tr❛♥s♣♦rt ❞❡s ♣❡rs♦♥♥❡s ❡t ❞❡s ♠❛r❝❤❛♥❞✐s❡s r❡♣rés❡♥t❡ ♣❧✉s ❞❡ ✷✺✪ ❞❡ ❧❛ ❝♦♥s♦♠✲ ♠❛t✐♦♥ ❞✬é♥❡r❣✐❡ ❡t ❡st ❧✬✉♥❡ ❞❡s ♣r✐♥❝✐♣❛❧❡s s♦✉r❝❡s ❞❡ ♣♦❧❧✉t✐♦♥ ❞❛♥s ❧❡ ♠♦♥❞❡✳ P❧✉s✐❡✉rs ❡✛♦rts ❞♦✐✈❡♥t êtr❡ ❢❛✐ts ♣♦✉r ré❞✉✐r❡ ❧❛ ❞é♣❡♥❞❛♥❝❡ ❞✉ ♣étr♦❧❡✱ ❧❛ ❝♦♥s♦♠♠❛t✐♦♥ ❞✬é♥❡r❣✐❡ ❡t ❧✬✐♠♣❛❝t ❡♥✈✐r♦♥♥❡♠❡♥t❛❧ ❞❡s s②stè♠❡s ❞❡ tr❛♥s♣♦rt✳ ❉❛♥s ❝❡tt❡ ♣❡rs♣❡❝t✐✈❡✱ ❧❛ ❉✐r❡❝t✐♦♥ ●é♥ér❛❧❡ ❞❡ ❧✬❆r♠❡♠❡♥t ❛ s♦✉t❡♥✉ ❧❛ ❝♦♥❝❡♣t✐♦♥ ❡t ❧❛ ré❛❧✐s❛t✐♦♥ ❞✉ ❜❛♥❝ ❞✬❊✈❛❧✉❛t✐♦♥ ❞❡ ❈♦♠♣♦s❛♥t❡s ❞❡ ❧❛ ❈❤❛✐♥❡ ❊❧❡❝tr✐q✉❡ ✭❊❈❈❊✮✳ ■❧ s✬❛❣✐t ❞✬✉♥ ❧❛❜♦r❛t♦✐r❡ ♠♦❜✐❧❡ q✉✐ ♣❡r♠❡t ❞✬é✈❛❧✉❡r ❞❛♥s ❞❡s ❝♦♥❞✐t✐♦♥s ❞✬✉t✐❧✐s❛t✐♦♥ ré❡❧❧❡s✱ ❧❡s ❞✐✛ér❡♥t❡s ❝♦♠♣♦s❛♥t❡s é♥❡r❣ét✐q✉❡s ✉t✐❧✐sé❡s ❞❛♥s ❧❡s ✈é❤✐❝✉❧❡s é❧❡❝tr✐q✉❡s✳ ▲❡s tr❛✈❛✉① ❞❡ ❝❡tt❡ ❚❤ès❡ ❞❡ ❉♦❝t♦r❛t s✬✐♥s❝r✐✈❡♥t ❞❛♥s ❧❡ ❝♦♥t❡①t❡ ❞✉ ♣r♦❥❡t ❊❈❈❊✳ ▲❡ ♣r✐♥❝✐♣❛❧ ♦❜❥❡❝t✐❢ ❡st ❞❡ ❝♦♥❝❡✈♦✐r✱ ❞✬✐♠♣❧❛♥t❡r ❡t ❞❡ ✈❛❧✐❞❡r ❡①♣ér✐♠❡♥t❛❧❡♠❡♥t ✉♥ s②stè♠❡ t❡♠♣s ré❡❧ ❞❡ ❣❡st✐♦♥ ❞✬é♥❡r❣✐❡ ♣♦✉r ✈é❤✐❝✉❧❡ é❧❡❝tr✐q✉❡ ❤②❜r✐❞❡✳ ▲✬❛r❝❤✐t❡❝t✉r❡ é♥❡r❣ét✐q✉❡ r❡t❡♥✉❡ ♣♦✉r ❝❡tt❡ ét✉❞❡ ❝♦♠♣♦rt❡ ✉♥ ❜❛♥❝ ❞❡ ❜❛tt❡r✐❡s ❛✉ ♣❧♦♠❜✱ ✉♥ s②stè♠❡ ♣✐❧❡ à ❝♦♠❜✉st✐❜❧❡ ❡t ✉♥ ❜❛♥❝ ❞❡ s✉♣❡r❝♦♥❞❡♥s❛t❡✉rs✳ ◆♦✉s ♣r♦♣♦s♦♥s ✉♥ s②stè♠❡ ❞❡ ❣❡st✐♦♥ ❞✬é♥❡r❣✐❡ q✉✐ ♣❡r♠❡t ❞❡ ♣r❡♥❞r❡ ❡♥ ❝♦♠♣t❡ ❧✬❡①♣❡rt✐s❡ ❞❡ ♣❧✉s✐❡✉rs s♣é❝✐❛❧✐st❡s s✉r ❝❡s s✉❥❡ts✳ ▲❛ ❝♦♥❝❡♣t✐♦♥ ❞✉ s②stè♠❡ ❞❡ ❣❡st✐♦♥ ❞✬é♥❡r❣✐❡ ❡st ❛✐♥s✐ ré❛❧✐sé❡ ❡♥ ✉t✐❧✐s❛♥t ✉♥❡ ❡♥q✉êt❡ ❝♦♥ç✉❡ ♣♦✉r ❡①tr❛✐r❡ ❧❛ ❝♦♥♥❛✐ss❛♥❝❡ ❞❡s ❡①♣❡rts ❞✉ ❞♦♠❛✐♥❡ ✭✶✵ ❡①♣❡rts ❞❡ ❞✐✛ér❡♥t❡s ❛✣❧✐❛t✐♦♥s✮✳ ▲❛ ❧♦❣✐q✉❡ ✢♦✉❡ ❞❡ t②♣❡ ✷ ♣❡r♠❡t ❞✬✐♥té❣r❡r ❞❡ ❧✬✐♥❝❡rt✐t✉❞❡ ❞❛♥s ❧❡s ré♣♦♥s❡s ❡t ❛✐♥s✐ ❞❡ ❝♦♥s✐❞ér❡r s✐♠✉❧t❛♥é♠❡♥t ❧❡s ❞✐✛ér❡♥ts ❛✈✐s ❞❡s ❡①♣❡rts✳ ❈❡ tr❛✈❛✐❧ ♣rés❡♥t❡ ❞❛♥s ✉♥❡ ♣r❡♠✐èr❡ ♣❛rt✐❡ ❧✬ét✉❞❡ ❞❡s ♠♦❞è❧❡s ❞❡s s♦✉r❝❡s é♥❡r❣ét✐q✉❡s ❡t ❞❡ ❧❛ str✉❝t✉r❡ ❞❡ ❝♦♠♠❛♥❞❡ ❞✉ ✈é❤✐❝✉❧❡✳ ❈❡tt❡ str✉❝t✉r❡ ❡st ❜❛sé❡ s✉r ❧❛ ❘❡♣rés❡♥✲ t❛t✐♦♥ ❊♥❡r❣ét✐q✉❡ ▼❛❝r♦s❝♦♣✐q✉❡ ✭❘❊▼✮✳ ❉❡s rés✉❧t❛ts ❞❡ s✐♠✉❧❛t✐♦♥ ❡t ❞❡ ✈❛❧✐❞❛t✐♦♥ ❡①♣ér✐♠❡♥t❛❧❡ ❞✬✉♥❡ ♠ét❤♦❞♦❧♦❣✐❡ ♣♦✉r ♣❛r❛♠étr❡r ❧❡ ♠♦❞è❧❡ éq✉✐✈❛❧❡♥t ❞❡s s✉♣❡r❝♦♥❞❡♥✲ s❛t❡✉rs s♦♥t é❣❛❧❡♠❡♥t ♣rés❡♥tés✳ ▲❛ ❞❡✉①✐è♠❡ ♣❛rt✐❡ ❡st ❝♦♥s❛❝ré❡ à ❧✬ét✉❞❡ ❞❡s s②stè♠❡s ❧♦❣✐q✉❡ ✢♦✉❡ ❞❡ t②♣❡ ✷✳ ❈❡s s②stè♠❡s s♦♥t ét✉❞✐és ❡t ♣rés❡♥tés ❡♥ ✉t✐❧✐s❛♥t ✉♥ ❡①❡♠♣❧❡ ♥✉♠ér✐q✉❡✳ ❊♥ ❝♦♠♣❧é♠❡♥t ❞❡s tr❛✈❛✉① ♠❡♥és s✉r ❧✬✐♠♣❧❛♥t❛t✐♦♥ ❧♦❣✐❝✐❡❧❧❡ ❞❡ ❧❛ ❧♦❣✐q✉❡ ✢♦✉❡ ❞❡ t②♣❡ ✷✱ ✉♥❡ ❛♣♣❧✐❝❛t✐♦♥ ❛ été ❝♦♥ç✉❡✱ ✐♠♣❧❛♥té❡ ❡t ✈❛❧✐❞é❡ ❡①♣ér✐♠❡♥t❛❧❡♠❡♥t ✿ ✐❧ s✬❛❣✐t ❞✉ ❝♦♥trô❧❡ ❞❡ ❧❛ t❡♥s✐♦♥ ❞❡ s♦rt✐❡ ❞✬✉♥ ❤❛❝❤❡✉r ❞é✈♦❧t❡✉r✳ ▲✬♦❜❥❡❝t✐❢ ♣r✐♥❝✐♣❛❧ ❞❡ ❝❡tt❡ ❛♣♣❧✐❝❛t✐♦♥ ét❛✐t ❞❡ ♣❡r♠❡ttr❡ ✉♥❡ ♣ré✲✈❛❧✐❞❛t✐♦♥ ❞❡ ❧✬❛♣♣❧✐❝❛t✐♦♥ ❞❡ ❧❛ ❧♦❣✐q✉❡ ✢♦✉❡ ❞❡ t②♣❡ ✷ ❞❛♥s ❧❡ ❝❛s ❞✬❛♣♣❧✐❝❛t✐♦♥s ✐♥❞✉str✐❡❧❧❡s✳ ✈✐✐

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❋✐♥❛❧❡♠❡♥t✱ ❧❡ s②stè♠❡ ❞❡ ❣❡st✐♦♥ ❞✬é♥❡r❣✐❡ ♣r♦♣♦sé ❛ été ✈❛❧✐❞é s✉❝❝❡ss✐✈❡♠❡♥t ♣❛r ❞❡s s✐♠✉❧❛t✐♦♥s✱ ❞❡s ❡ss❛✐s st❛t✐q✉❡s ❡①♣ér✐♠❡♥t❛✉①✱ ❞❡s ❡ss❛✐s ❞❡ r♦✉❧❛❣❡ ❡♥ ♠♦❞❡ ❞✬♦♣ér❛t✐♦♥ ♥♦r♠❛❧❡ ❡t ❡♥ ♠♦❞❡ ❞✬♦♣ér❛t✐♦♥ ❞é❣r❛❞é❡✳ ◆♦✉s ❛✈♦♥s ♠✐s ❡♥ é✈✐❞❡♥❝❡ q✉❡ ❧❛ ❧♦❣✐q✉❡ ✢♦✉❡ ❞❡ t②♣❡ ✷ ❡st ♣❛rt✐❝✉❧✐èr❡♠❡♥t ❜✐❡♥ ❛❞❛♣té❡ ♣♦✉r ❞❡s ❛♣♣❧✐❝❛t✐♦♥s t❡♠♣s ré❡❧ ❞❛♥s ❧❡ ❞♦♠❛✐♥❡ ❞✉ ❣é♥✐❡ é❧❡❝tr✐q✉❡✳ ▼♦ts ❝❧és • ❱é❤✐❝✉❧❡s é❧❡❝tr✐q✉❡s ❤②❜r✐❞❡s • ●❡st✐♦♥ ❞✬é♥❡r❣✐❡ • ▲♦❣✐q✉❡ ✢♦✉❡ ❞❡ t②♣❡ ✷ • ❚r❛✐t❡♠❡♥t ❞❡ ❧✬✐♥❝❡rt✐t✉❞❡ • ▼♦❞é❧✐s❛t✐♦♥ ❞❡ ❧✬❡①♣❡rt✐s❡ ❤✉♠❛✐♥❡ • P✐❧❡s à ❝♦♠❜✉st✐❜❧❡✱ s✉♣❡r❝♦♥❞❡♥s❛t❡✉rs✱ ❜❛tt❡r✐❡s • ❙✐♠✉❧❛t✐♦♥✱ ✈❛❧✐❞❛t✐♦♥ ❡①♣ér✐♠❡♥t❛❧❡ • ❘❡♣rés❡♥t❛t✐♦♥ é♥❡r❣ét✐q✉❡ ♠❛❝r♦s❝♦♣✐q✉❡✱ str✉❝t✉r❡ ❞❡ ❝♦♠♠❛♥❞❡ ✈✐✐✐

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❈♦♥t❡♥ts

■♥tr♦❞✉❝t✐♦♥ ✶ ✶ ❇❛❝❦❣r♦✉♥❞ ❛♥❞ ▼♦t✐✈❛t✐♦♥ ✺ ✶✳✶ ❘❡s❡❛r❝❤ ♦✈❡r✈✐❡✇ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺ ✶✳✶✳✶ ❋❊▼❚❖✲❙❚ ▲❛❜♦r❛t♦r② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻ ✶✳✶✳✷ ❊◆❊❘●❨ r❡s❡❛r❝❤ ❞❡♣❛rt♠❡♥t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻ ✶✳✶✳✸ ❙❍P❆❈ r❡s❡❛r❝❤ ❣r♦✉♣✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻ ✶✳✶✳✸✳✶ ❋♦r♠❡r r❡❧❛t❡❞ r❡s❡❛r❝❤ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻ ✶✳✶✳✹ ❈❡♥tr❡ ❢♦r ❈♦♠♣✉t❛t✐♦♥❛❧ ■♥t❡❧❧✐❣❡♥❝❡ ✭❈❈■✮✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼ ✶✳✷ ❊❈❈❊ t❡st ❜❡❞ ❤②❜r✐❞ ❡❧❡❝tr✐❝❛❧ ✈❡❤✐❝❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼ ✶✳✸ ❍②❜r✐❞ ❡❧❡❝tr✐❝❛❧ ✈❡❤✐❝❧❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾ ✶✳✸✳✶ ❍❊❱ ❝❧❛ss✐✜❝❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵ ✶✳✸✳✷ ❍❊❱ ❡♥❡r❣② s♦✉r❝❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵ ✶✳✸✳✷✳✶ ❍②❜r✐❞✐s❛t✐♦♥ ♦❢ s♦✉r❝❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶ ✶✳✹ ❍❊❱ ❊♥❡r❣② ♠❛♥❛❣❡♠❡♥t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶ ✶✳✹✳✶ ❖✛✲❧✐♥❡ str❛t❡❣✐❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷ ✶✳✹✳✶✳✶ ❉②♥❛♠✐❝ ♣r♦❣r❛♠♠✐♥❣ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷ ✶✳✹✳✶✳✷ ❋r❡q✉❡♥❝②✲❜❛s❡❞ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣✐❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸ ✶✳✹✳✷ ❖♥✲❧✐♥❡ str❛t❡❣✐❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸ ✶✳✹✳✷✳✶ ❉❈ ✈♦❧t❛❣❡ r❡❣✉❧❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✹ ✶✳✹✳✷✳✷ Pr❡❞✐❝t✐✈❡ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✹ ✶✳✹✳✷✳✸ ●❧♦❜❛❧ ♣♦s✐t✐♦♥ ❜❛s❡❞ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t s②st❡♠s ✳ ✳ ✳ ✳ ✳ ✶✹ ✶✳✹✳✷✳✹ ❙t♦❝❤❛st✐❝ ❞②♥❛♠✐❝ ♣r♦❣r❛♠♠✐♥❣✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✺ ✶✳✹✳✷✳✺ ❙t❛t❡✲♦❢✲❝❤❛r❣❡ r❡❣✉❧❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✺ ✶✳✹✳✷✳✻ ❆❝❝❡❧❡r❛t✐♦♥ ❜❛s❡❞ str❛t❡❣② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✺ ✶✳✹✳✸ ❋✉③③② ❧♦❣✐❝ ❜❛s❡❞ str❛t❡❣✐❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✺ ✶✳✹✳✸✳✶ ❋✉③③② s②st❡♠ ♦✉t♣✉t ✿ ❛❜s♦❧✉t❡ ♦✉t♣✉t r❡❢❡r❡♥❝❡ ✳ ✳ ✳ ✳ ✳ ✳ ✶✻ ✶✳✹✳✸✳✷ ❋✉③③② ♦✉t♣✉t✿ ✈❛r✐❛t✐♦♥ ♦♥ t❤❡ ❛❜s♦❧✉t❡ ♦✉t♣✉t r❡❢❡r❡♥❝❡ ✳ ✶✼ ✶✳✹✳✸✳✸ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡rs ❞❡s✐❣♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼ ✶✳✺ ❊♥❡r❣❡t✐❝ ▼❛❝r♦s❝♦♣✐❝ ❘❡♣r❡s❡♥t❛t✐♦♥ ❜❛s❡❞ ❝♦♥tr♦❧ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✽ ✶✳✺✳✶ ❊♥❡r❣❡t✐❝ ▼❛❝r♦s❝♦♣✐❝ r❡♣r❡s❡♥t❛t✐♦♥✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✽ ✶✳✺✳✷ ▼❛①✐♠❛❧ ❝♦♥tr♦❧ str✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✾ ✐①

(11)

❈❖◆❚❊◆❚❙ ✶✳✺✳✸ Pr❛❝t✐❝❛❧ ❝♦♥tr♦❧ str✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✾ ✶✳✺✳✹ ❈♦♥tr♦❧ ❙tr❛t❡❣② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✵ ✶✳✺✳✺ ❘❡❧❛t❡❞ ✇♦r❦s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✵ ✶✳✻ ❙♦❢t ❝♦♠♣✉t✐♥❣ ❛♥❞ t②♣❡✲✷ ❢✉③③② ❧♦❣✐❝ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✷ ✶✳✻✳✶ ❋✉③③② ❧♦❣✐❝ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✷ ✶✳✻✳✷ ❚②♣❡✲✷ ❢✉③③② ❧♦❣✐❝ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✸ ✶✳✼ ❈❤❛♣t❡r ❝♦♥❝❧✉s✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✸ ✷ ❊❈❈❊ ❡♥❡r❣② s♦✉r❝❡s✿ ♠♦❞❡❧❧✐♥❣ ❛♥❞ ❝♦♥tr♦❧ ✷✺ ✷✳✶ ❇❛tt❡r✐❡s ❛♥❞ ❉❈ ❜✉s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻ ✷✳✶✳✶ ▼♦❞❡❧❧✐♥❣ ❛♥❞ ♣❛r❛♠❡t❡r ✐❞❡♥t✐✜❝❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✼ ✷✳✶✳✶✳✶ ❙t❛t❡✲♦❢✲❝❤❛r❣❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✽ ✷✳✶✳✷ ❘❡♣r❡s❡♥t❛t✐♦♥ ❛♥❞ ❝♦♥tr♦❧ str✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✾ ✷✳✷ ❯❧tr❛❝❛♣❛❝✐t♦r s②st❡♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✵ ✷✳✷✳✶ ▼♦❞❡❧❧✐♥❣ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✶ ✷✳✷✳✷ P❛r❛♠❡t❡r ✐❞❡♥t✐✜❝❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✷ ✷✳✷✳✷✳✶ ❊①♣❡r✐♠❡♥t❛❧ ♠❡❛s✉r❡♠❡♥ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✷ ✷✳✷✳✷✳✷ ▼✐♥✐♠✐s❛t✐♦♥ ❢✉♥❝t✐♦♥ ❝♦♥str❛✐♥ts ❛♥❞ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✸✸ ✷✳✷✳✷✳✸ ▼✐♥✐♠✐s❛t✐♦♥ ❢✉♥❝t✐♦♥✿ ✐t❡r❛t✐✈❡ ♣r♦❝❡❞✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✹ ✷✳✷✳✷✳✹ ❊①♣❡r✐♠❡♥t❛❧ ✈❛❧✐❞❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✺ ✷✳✷✳✸ ❙t❛t❡✲♦❢✲❝❤❛r❣❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✻ ✷✳✷✳✹ ❘❡♣r❡s❡♥t❛t✐♦♥ ❛♥❞ ❝♦♥tr♦❧ str✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✼ ✷✳✸ ❋✉❡❧ ❝❡❧❧ s②st❡♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✼ ✷✳✸✳✶ ▼♦t♦r✲❝♦♠♣r❡ss♦r ❣r♦✉♣ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✾ ✷✳✸✳✷ ●❛s s✉♣♣❧② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✵ ✷✳✸✳✷✳✶ ❋✉❡❧ ❝❡❧❧ st❛❝❦ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✵ ✷✳✸✳✸ P♦✇❡r ❊❧❡❝tr♦♥✐❝s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✷ ✷✳✸✳✹ ❋✉❡❧ ❝❡❧❧ s②st❡♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✷ ✷✳✸✳✺ ▼❛①✐♠❛❧ ❝♦♥tr♦❧ str✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✷ ✷✳✸✳✻ Pr❛❝t✐❝❛❧ ❝♦♥tr♦❧ str✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✷ ✷✳✸✳✻✳✶ ▼❈❙ ❙✐♠♣❧✐✜❝❛t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✹ ✷✳✸✳✻✳✷ ❊st✐♠❛t❡❞ ❱❛r✐❛❜❧❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✹ ✷✳✸✳✻✳✸ ▼♦t♦r✲❝♦♠♣r❡ss♦r ❣r♦✉♣✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✺ ✷✳✸✳✻✳✹ ❈♦♠♣❧❡t❡ P❈❙ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✺ ✷✳✹ ❋❧②✇❤❡❡❧ s②st❡♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✺ ✷✳✹✳✶ ❘❡♣r❡s❡♥t❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✽ ✷✳✹✳✶✳✶ ▼❡❝❤❛♥✐❝❛❧ ♣❛rt ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✽ ✷✳✹✳✶✳✷ ❊❧❡❝tr✐❝❛❧ ♣❛rt ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✾ ✷✳✹✳✶✳✸ ❋❧②✇❤❡❡❧ s②st❡♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✾ ✷✳✺ ❚r❛❝t✐♦♥ ❝❤❛✐♥ ❛♥❞ ❛♥❝✐❧❧❛r✐❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✾ ✷✳✺✳✶ ▼♦❞❡❧❧✐♥❣ ♦❢ t❤❡ tr❛❝t✐♦♥ ❝❤❛✐♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✵ ①

(12)

❈❖◆❚❊◆❚❙ ✷✳✻ ❊❈❈❊ r❡♣r❡s❡♥t❛t✐♦♥ ❛♥❞ ❝♦♥tr♦❧ str✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✶ ✷✳✼ ❈❤❛♣t❡r ❝♦♥❝❧✉s✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✹ ✸ ❚②♣❡✲✷ ❢✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧ ♦❢ ❛ ❉❈✴❉❈ ❜✉❝❦ ❝♦♥✈❡rt❡r ✺✺ ✸✳✶ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧ ❛♥❞ ✉♥❝❡rt❛✐♥t② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✻ ✸✳✶✳✶ ❯♥❝❡rt❛✐♥t② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✻ ✸✳✷ ❘✉❧❡✲❜❛s❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✼ ✸✳✸ ▼❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✼ ✸✳✸✳✶ ■♥t❡r✈❛❧ t②♣❡✲✷ ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✽ ✸✳✸✳✷ ▼❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s ❝r❡❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✾ ✸✳✸✳✸ ❈❡♥tr♦✐❞ ♦❢ ❛♥ ✐♥t❡r✈❛❧ t②♣❡✲✷ ❢✉③③② ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✺✾ ✸✳✸✳✸✳✶ ❑❛r♥✐❦✲▼❡♥❞❡❧ ❛❧❣♦r✐t❤♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✶ ✸✳✹ ❋✉③③✐✜❡r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✷ ✸✳✹✳✶ ❋✉③③✐✜❡r ❡①❛♠♣❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✸ ✸✳✺ ■♥❢❡r❡♥❝❡ ❊♥❣✐♥❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✹ ✸✳✺✳✶ ■♥❢❡r❡♥❝❡ ❊♥❣✐♥❡ ❡①❛♠♣❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✹ ✸✳✻ ❖✉t♣✉t Pr♦❝❡ss♦r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✺ ✸✳✻✳✶ ❚②♣❡✲r❡❞✉❝❡r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✺ ✸✳✻✳✷ ❉❡❢✉③③✐✜❝❛t♦r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✻ ✸✳✻✳✸ ❖✉t♣✉t Pr♦❝❡ss♦r ❡①❛♠♣❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✻ ✸✳✼ ❇✉❝❦ ❝♦♥✈❡rt❡r ✈♦❧t❛❣❡ ❝♦♥tr♦❧❧❡r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✼ ✸✳✼✳✶ ❖✈❡r✈✐❡✇ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✼ ✸✳✼✳✷ ■♥♣✉t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✽ ✸✳✼✳✸ ■♥♣✉t ♥♦r♠❛❧✐s❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✽ ✸✳✼✳✹ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡r✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✽ ✸✳✼✳✺ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡r ♦✉t♣✉t ❞❡♥♦r♠❛❧✐s❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✽ ✸✳✼✳✻ ❈♦♥tr♦❧❧❡r ❖✉t♣✉t ✲ ❉✉t② ❝②❝❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✽ ✸✳✼✳✼ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡r✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✽ ✸✳✽ ❋✉③③② ❧♦❣✐❝ s②st❡♠ ❞❡s✐❣♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✾ ✸✳✽✳✶ ❘✉❧❡✲❜❛s❡ ❞❡s✐❣♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✾ ✸✳✽✳✷ ■♥♣✉t ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s ❞❡s✐❣♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✾ ✸✳✽✳✷✳✶ P❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✵ ✸✳✽✳✸ ❖✉t♣✉t ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s ❞❡s✐❣♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✷ ✸✳✽✳✹ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧ s✉r❢❛❝❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✷ ✸✳✾ ❋✉③③② ❝♦♥tr♦❧❧❡r ❡✈❛❧✉❛t✐♦♥ ❛♥❞ ✈❛❧✐❞❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✸ ✸✳✾✳✶ ❊✈❛❧✉❛t✐♦♥ ♦❢ t❤❡ ❝♦♥tr♦❧❧❡r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✹ ✸✳✾✳✷ ❱❛❧✐❞❛t✐♦♥ r❡s✉❧ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✹ ✸✳✶✵ ❈❤❛♣t❡r ❝♦♥❝❧✉s✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✺ ①✐

(13)

❈❖◆❚❊◆❚❙ ✹ ❊❈❈❊ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣② ❜❛s❡❞ ♦♥ t②♣❡✲✷ ❢✉③③② ❧♦❣✐❝ ✼✾ ✹✳✶ ●❧♦❜❛❧ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✵ ✹✳✶✳✶ ●❧♦❜❛❧ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣② ♦❜❥❡❝t✐✈❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✵ ✹✳✶✳✷ ●❧♦❜❛❧ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣② ✐♥♣✉ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✵ ✹✳✶✳✸ ●❧♦❜❛❧ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣② ♦✉t♣✉ts✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✶ ✹✳✶✳✹ ▲♦❝❛❧ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣✐❡s ♦✈❡r✈✐❡✇ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✶ ✹✳✷ ❇❛tt❡r✐❡s ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✷ ✹✳✷✳✶ ❇❛tt❡r✐❡s ❧♦❝❛❧ ❊▼❙ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✷ ✹✳✷✳✷ ❇❛tt❡r✐❡s ❛❞❞✐t✐♦♥❛❧ ♣♦✇❡r ✭st❛t❡✲♦❢✲❝❤❛r❣❡ ❝♦♥tr♦❧✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸ ✹✳✷✳✸ ❇❛tt❡r✐❡s ❛❞❞✐t✐♦♥❛❧ ♣♦✇❡r ❝♦rr❡❝t✐♦♥ ✭✈♦❧t❛❣❡ ❧✐♠✐t❛t✐♦♥s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸ ✹✳✸ ❯❈❙ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✹ ✹✳✸✳✶ ❯❈❙ ♠❛♥❛❣❡♠❡♥t str❛t❡❣② ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✹ ✹✳✸✳✷ ❯❈❙ r❡❢❡r❡♥❝❡ ♣♦✇❡r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✺ ✹✳✸✳✸ ❯❈❙ ♣♦✇❡r r❡❢❡r❡♥❝❡ ❞②♥❛♠✐❝ ❧✐♠✐t❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✻ ✹✳✸✳✹ ❯❈❙ r❡❢❡r❡♥❝❡ ♣♦✇❡r st❛t✐❝ ❧✐♠✐t❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✻ ✹✳✹ ❋❈❙ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣②✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✼ ✹✳✹✳✶ ❋✉❡❧ ❝❡❧❧ s②st❡♠ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✼ ✹✳✹✳✷ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡r ✐♥♣✉ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ✹✳✹✳✸ ■♥♣✉t ♥♦r♠❛❧✐s❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ✹✳✹✳✹ ❯❈ ❙❖❈ ❞②♥❛♠✐❝ r❡❢❡r❡♥❝❡ ✭❯❈ ❙❖❈ ❝♦♥tr♦❧✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ✹✳✹✳✺ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡r ❞❡s✐❣♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ✹✳✹✳✺✳✶ ❋✉③③② r✉❧❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✾ ✹✳✹✳✺✳✷ ❋✉③③② ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✵ ✹✳✹✳✺✳✸ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡r ✲ ❡①❛♠♣❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✵ ✹✳✹✳✻ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡r ♦✉t♣✉t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✺ ✹✳✹✳✼ ■♥t❡❣r❛t✐♦♥ ♦❢ t❤❡ ❧♦❝❛❧ ❊▼❙ ✐♥t♦ t❤❡ ❣❧♦❜❛❧ str❛t❡❣② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✻ ✹✳✺ ❉❡❣r❛❞❡❞ ♦♣❡r❛t✐♦♥ str❛t❡❣✐❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✻ ✹✳✺✳✶ ❉❡❣r❛❞❡❞ ♦♣❡r❛t✐♦♥ ✇✐t❤♦✉t ❋❈❙ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✼ ✹✳✺✳✷ ❉❡❣r❛❞❡❞ ♦♣❡r❛t✐♦♥ ✇✐t❤♦✉t ❯❈❙ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✼ ✹✳✻ ❙✐♠✉❧❛t✐♦♥ ✈❛❧✐❞❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✼ ✹✳✻✳✶ ❙✐♠✉❧❛t✐♦♥ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✽ ✹✳✻✳✷ ❙✐♠✉❧❛t✐♦♥ r❡s✉❧ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✽ ✹✳✼ ❊①♣❡r✐♠❡♥t❛❧ ✈❛❧✐❞❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✵ ✹✳✼✳✶ ❙t❛t✐❝ ✈❛❧✐❞❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✵ ✹✳✼✳✶✳✶ ❊①♣❡r✐♠❡♥t❛❧ s❡t✉♣ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✵ ✹✳✼✳✶✳✷ ❙t❛t✐❝ ✈❛❧✐❞❛t✐♦♥ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✸ ✹✳✼✳✶✳✸ ❙t❛t✐❝ ✈❛❧✐❞❛t✐♦♥ r❡s✉❧ts ✲ ❣❧♦❜❛❧ ❊▼❙ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✸ ✹✳✼✳✶✳✹ ❙t❛t✐❝ ✈❛❧✐❞❛t✐♦♥ r❡s✉❧ts ✲ ❯❈❙ ❧♦❝❛❧ ❊▼❙ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✺ ✹✳✼✳✶✳✺ ❙t❛t✐❝ ✈❛❧✐❞❛t✐♦♥ r❡s✉❧ts ✲ ❋❈❙ ❧♦❝❛❧ ❊▼❙ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✺ ✹✳✼✳✷ ❉r✐✈✐♥❣ ✈❛❧✐❞❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✻ ✹✳✼✳✷✳✶ ❉r✐✈✐♥❣ ✈❛❧✐❞❛t✐♦♥ ♣❛r❛♠❡t❡rs✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✼ ①✐✐

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❈❖◆❚❊◆❚❙ ✹✳✼✳✷✳✷ ◆♦♠✐♥❛❧ ♦♣❡r❛t✐♦♥ ❝♦♥❞✐t✐♦♥s r❡s✉❧ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✼ ✹✳✼✳✷✳✸ ❉❡❣r❛❞❡❞ ♦♣❡r❛t✐♦♥ ✇✐t❤♦✉t ❯❈❙ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✾ ✹✳✼✳✷✳✹ ❉❡❣r❛❞❡❞ ♦♣❡r❛t✐♦♥ ✇✐t❤♦✉t ❋❈❙✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✾ ✹✳✽ ❈❤❛♣t❡r ❝♦♥❝❧✉s✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✵ ❈♦♥❝❧✉s✐♦♥ ✶✶✸ ❆ ■♥t❡r✈❛❧ t②♣❡✲✷ ❢✉③③② ❧♦❣✐❝ s②st❡♠ s♦❢t✇❛r❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ✶✶✼ ❆✳✶ ▼❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s ❝r❡❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✼ ❆✳✷ ❋✉③③② s❡ts ❝r❡❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✽ ❆✳✷✳✶ ❋✉③③② s❡ts ✐♠♣❧❡♠❡♥t❛t✐♦♥ ✉s✐♥❣ ▼❛t❧❛❜ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✽ ❆✳✸ ❈❡♥tr♦✐❞ ♦❢ ❛ t②♣❡✲✷ ❢✉③③② ▼❋✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✽ ❆✳✸✳✶ ❈❡♥tr♦✐❞ ❝♦♠♣✉t❛t✐♦♥ ✉s✐♥❣ ▼❛t❧❛❜ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✽ ❆✳✸✳✶✳✶ ▲❡❢t ♣♦✐♥t ♦❢ t❤❡ ❝❡♥tr♦✐❞✿ ❑▼❆ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✾ ❆✳✸✳✷ ❈❡♥tr♦✐❞ ❡①❛♠♣❧❡✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✾ ❆✳✹ ❋✉③③✐✜❡r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶✾ ❆✳✹✳✶ ❋✉③③✐✜❡r ✐♠♣❧❡♠❡♥t❛t✐♦♥ ✉s✐♥❣ ▼❛t❧❛❜ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✶ ❆✳✺ ■♥❢❡r❡♥❝❡ ❡♥❣✐♥❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✶ ❆✳✺✳✶ ■♥❢❡r❡♥❝❡ ❡♥❣✐♥❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ✉s✐♥❣ ▼❛t❧❛❜✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✷ ❆✳✻ ❖✉t♣✉t ♣r♦❝❡ss♦r ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✷ ❆✳✻✳✶ ❖✉t♣✉t ♣r♦❝❡ss♦r ✐♠♣❧❡♠❡♥t❛t✐♦♥ ✉s✐♥❣ ▼❛t❧❛❜ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✷ ❆✳✻✳✶✳✶ ▲❡❢t ♣♦✐♥t ♦❢ t❤❡ t②♣❡✲r❡❞✉❝t♦r✿ ❑▼❆ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✸ ❆✳✼ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧ s♦❢t✇❛r❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✹ ❆✳✼✳✶ ❙♦❢t✇❛r❡ ✐♠♣❧❡♠❡♥t❛t✐♦♥ ✲ ❱❛❧✐❞❛t✐♦♥✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✹ ❆✳✼✳✷ ▼❛t❧❛❜ ❣r❛♣❤✐❝ ✉s❡r ✐♥t❡r❢❛❝❡s ✲ ❋✉❡❧ ❝❡❧❧ ❢✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡r✳ ✳ ✳ ✳ ✶✷✹ ❆✳✼✳✷✳✶ ▼❛t❧❛❜ ❣r❛♣❤✐❝ ✉s❡r ✐♥t❡r❢❛❝❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✹ ❇ ❙✉r✈❡②✲❜❛s❡❞ ❢✉③③② ❧♦❣✐❝ s②st❡♠ ❢♦r ❊❈❈❊ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t ✶✷✼ ❇✳✶ ❊♥❡r❣② ♠❛♥❛❣❡♠❡♥t s✉r✈❡② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✼ ❇✳✶✳✶ ❊♥❡r❣② ♠❛♥❛❣❡♠❡♥t s✉r✈❡② s❛♠♣❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✼ ❇✳✷ ❙✉r✈❡② ♣r♦❝❡ss✐♥❣ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✷ ❇✳✷✳✶ ❋✉③③② s❡ts ❞❡s✐❣♥ ✭♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✷ ❇✳✷✳✶✳✶ ❚r❛♣❡③♦✐❞❛❧ ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s ❞❡✜♥✐t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✷ ❇✳✷✳✶✳✷ ❚r✐❛♥❣✉❧❛r ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s ❞❡✜♥✐t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✸ ❇✳✷✳✶✳✸ ▼❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s ✲ ❘❡s✉❧ts✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✸ ❇✳✷✳✶✳✹ ▼❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s ✲ ❈❡♥tr♦✐❞s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✸ ❇✳✷✳✷ ❋✉③③② r✉❧❡s ❞❡s✐❣♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✹ ❇✳✷✳✷✳✶ ❋✉③③② r✉❧❡s ❞❡s✐❣♥ ✲ ❊①❡♠♣❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✹ ❇✳✷✳✸ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧ s✉r❢❛❝❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✹ ❇✐❜❧✐♦❣r❛♣❤✐❡ ✶✺✸ ①✐✐✐

(15)

❈❖◆❚❊◆❚❙

(16)

▲✐st ♦❢ ❚❛❜❧❡s

✶✳✶ ❋❊▼❚❖✲❙❚ ❊♥❡r❣② ❞❡♣❛rt♠❡♥t r❡❧❛t❡❞ r❡s❡❛r❝❤ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼ ✶✳✷ ❇❛s✐❝ ❊▼❘ ❡❧❡♠❡♥ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✵ ✶✳✸ ❈♦♠♣❧❡♠❡♥t❛r② ❊▼❘ ❡❧❡♠❡♥ts ■ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✶ ✶✳✹ ❈♦♠♣❧❡♠❡♥t❛r② ❊▼❘ ❡❧❡♠❡♥ts ■■ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✷ ✶✳✺ ❙♦♠❡ t②♣❡✲✷ ❢✉③③② ❧♦❣✐❝✲❜❛s❡❞ ❛♣♣❧✐❝❛t✐♦♥s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✹ ✷✳✶ ❊❈❈❊ ❜❛tt❡r✐❡s ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✼ ✷✳✷ ❊❈❈❊ ✉❧tr❛❝❛♣❛❝✐t♦r s②st❡♠ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✶ ✷✳✸ ❯❈ ♣❛r❛♠❡t❡rs ✭s✐♥❣❧❡ ❜❛♥❦✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✺ ✷✳✹ ❯❈ ♣❛r❛♠❡t❡rs ✭❜♦t❤ ❜❛♥❦s✮ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✺ ✷✳✺ ❊❈❈❊ ❢✉❡❧ ❝❡❧❧ s②st❡♠ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✾ ✷✳✻ ❋✉❡❧ ❝❡❧❧ s②st❡♠ ❝♦♥tr♦❧ ✲ r❡q✉✐r❡❞ ♠❡❛s✉r❡♠❡♥ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✻ ✷✳✼ ❊❈❈❊ ✢②✇❤❡❡❧ s②st❡♠ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✼ ✷✳✽ ❊❈❈❊ ✈❡❤✐❝❧❡ s✐♠✉❧❛t✐♦♥ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✶ ✸✳✶ ❲❡✐❣❤t❡❞ ❛✈❡r❛❣❡s ♦❢ t❤❡ ✹ ✐♥t❡r✈❛❧ t②♣❡✲✶ ▼❋✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✶ ✸✳✷ ❈❡♥tr♦✐❞s ♦❢ t❤❡ ❢✉③③② ▼❋s ❢♦r ∆P ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✷ ✸✳✸ ❋✉③③② r✉❧❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✹ ✸✳✹ ❋✉③③② ❝♦♥tr♦❧❧❡r r✉❧❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✵ ✸✳✺ ❇✉❝❦ ❝♦♥✈❡rt❡r ✲ ❙✐♠✉❧❛t✐♦♥ ❛♥❞ ❊①♣❡r✐♠❡♥t❛❧ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✸ ✸✳✻ ❚②♣❡✲✷ ❢✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡r ✲ ❙✐♠✉❧❛t✐♦♥ ❛♥❞ ❊①♣❡r✐♠❡♥t❛❧ ♣❛r❛♠❡t❡rs ✳ ✳ ✼✹ ✸✳✼ ❱❛❧✐❞❛t✐♦♥ r❡s✉❧ts ✲ ■❆❊ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼✺ ✹✳✶ ●❧♦❜❛❧ ♦❜❥❡❝t✐✈❡s ♦❢ t❤❡ ❊▼❙ ❛♥❞ ✐t ❝♦♠♣❛t✐❜✐❧✐t② ✇✐t❤ t❤❡ s♦✉r❝❡s ✳ ✳ ✳ ✳ ✳ ✽✷ ✹✳✷ ❇❛tt❡r✐❡s ❧♦❝❛❧ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣② ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✸ ✹✳✸ ❯❧tr❛❝❛♣❛❝✐t♦r s②st❡♠ ❧♦❝❛❧ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣② ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✽✺ ✹✳✹ ❋✉❡❧ ❝❡❧❧ s②st❡♠ ❧♦❝❛❧ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t str❛t❡❣② ♣❛r❛♠❡t❡rs✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽✽ ✹✳✺ Pr♦❝❡ss❡❞ s✉r✈❡② r❡s✉❧ts✿ ❋✉③③② ❘✉❧❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✶ ✹✳✻ ❋✉③③② ❘✉❧❡s ▼❋s✿ ■♥t❡r✈❛❧ ❜♦✉♥❞s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✷ ✹✳✼ ❙✐♠✉❧❛t✐♦♥ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾✾ ✹✳✽ ❊①♣❡r✐♠❡♥t❛❧ st❛t✐❝ ✈❛❧✐❞❛t✐♦♥ ❊▼❙ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✸ ✹✳✾ ❊①♣❡r✐♠❡♥t❛❧ ✈❛❧✐❞❛t✐♦♥ ❊▼❙ ♣❛r❛♠❡t❡rs ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵✼ ①✈

(17)

▲■❙❚ ❖❋ ❚❆❇▲❊❙

❆✳✶ ❈❡♥tr♦✐❞s ♦❢ t❤❡ ❢✉③③② ▼❋s ❢♦r ∆P ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷✵ ❇✳✶ Pr♦❝❡ss❡❞ s✉r✈❡② r❡s✉❧ts✿ ∆P ▲✐♥❣✉✐st✐❝ ❧❛❜❡❧s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✷ ❇✳✷ Pr♦❝❡ss❡❞ s✉r✈❡② r❡s✉❧ts✿ ∆SOC ▲✐♥❣✉✐st✐❝ ❧❛❜❡❧s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸✷

(18)

▲✐st ♦❢ ❋✐❣✉r❡s

✶✳✶ ❊❈❈❊ t❡st ❜❡❞ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✼ ✶✳✷ ❊❈❈❊ t❡st ❜❡♥❝❤ ❝♦♥str✉❝t✐♦♥✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽ ✶✳✸ ❊❈❈❊ t❡st ❜❡♥❝❤ ❝♦♥str✉❝t✐♦♥ ✭❡❧❡❝tr✐❝❛❧ ♠❛❝❤✐♥❡s✮✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✽ ✶✳✹ ❊❈❈❊ P❤❛s❡ ✶ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾ ✶✳✺ ❊❈❈❊ P❤❛s❡ ✷ ✲ ❝♦♥✜❣✉r❛t✐♦♥ ✶✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾ ✶✳✻ ❊❈❈❊ P❤❛s❡ ✷ ✲ ❝♦♥✜❣✉r❛t✐♦♥ ✷✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾ ✶✳✼ ❊❈❈❊ P❤❛s❡ ✷ ✲ ❝♦♥✜❣✉r❛t✐♦♥ ✸✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾ ✶✳✽ ❊❈❈❊ ❤✐st♦r② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✾ ✶✳✾ ❍❊❱ s❡r✐❡s ❛r❝❤✐t❡❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵ ✶✳✶✵ ❍❊❱ ♣❛r❛❧❧❡❧ ❛r❝❤✐t❡❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵ ✶✳✶✶ ❍❊❱ s❡r✐❡s✲♣❛r❛❧❧❡❧ ❛r❝❤✐t❡❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✵ ✶✳✶✷ ❘❛❣♦♥❡ ♣❧♦t ✐♥❝❧✉❞✐♥❣ ❊❈❈❊ ❡♥❡r❣② s♦✉r❝❡s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✶ ✶✳✶✸ ◆❊❉❈ ❞r✐✈✐♥❣ ❝②❝❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷ ✶✳✶✹ ❋r❡♥❝❤ ❈❖2 ❧❛❜❡❧ ❢♦r ♥❡✇ ✈❡❤✐❝❧❡s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✷ ✶✳✶✺ ❋r❡q✉❡♥❝② ❛♣♣r♦❛❝❤❡s ❢♦r ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✸ ✶✳✶✻ ❚r❛✣❝ ♣r❡❞✐❝t✐♦♥ ❝♦♥tr♦❧❧❡r ❢♦r ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✹ ✶✳✶✼ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡rs ✉s❡❞ ✐♥ ❍❊❱ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✻ ✶✳✶✽ ❋✉③③② ❧♦❣✐❝ ❝♦♥tr♦❧❧❡rs ✉s❡❞ ✐♥ ❍❊❱ ❡♥❡r❣② ♠❛♥❛❣❡♠❡♥t ■■✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✼ ✶✳✶✾ ❊▼❘✲❜❛s❡❞ ❝♦♥tr♦❧ ♠❡t❤♦❞♦❧♦❣② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✶✾ ✷✳✶ ▲❡❛❞✲❛❝✐❞ ❜❛tt❡r✐❡s s❝❤❡♠❛t✐❝ ❞✐❛❣r❛♠ ❛♥❞ ❝♦♥str✉❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✻ ✷✳✷ ▲❡❛❞✲❛❝✐❞ ❜❛tt❡r✐❡s ✐♠♣❧❡♠❡♥t❡❞ ✐♥ ❊❈❈❊ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✼ ✷✳✸ ❈❡r❛♦❧♦✬s ❧❡❛❞✲❛❝✐❞ ❜❛tt❡r✐❡s ♠♦❞❡❧ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✽ ✷✳✹ ❇❛tt❡r✐❡s ❛♥❞ ❉❈ ❜✉s ❊▼❘ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✾ ✷✳✺ ❇❛tt❡r✐❡s ❛♥❞ ❉❈ ❜✉s ❊▼❘ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✷✾ ✷✳✻ ❯❈ s❝❤❡♠❛t✐❝ ❛♥❞ ❡❧❡❝tr♦❞❡ ❛❝t✐✈❡ ❧❛②❡r ♣♦r❡ r❡♣r❡s❡♥t❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✵ ✷✳✼ ❙❆❋❚ ✉❧tr❛❝❛♣❛❝✐t♦rs ✐♠♣❧❡♠❡♥t❡❞ ✐♥ ❊❈❈❊ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✶ ✷✳✽ ❉✐✛❡r❡♥t ✉❧tr❛❝❛♣❛❝✐t♦r ♠♦❞❡❧s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✷ ✷✳✾ ❘❡t❛✐♥❡❞ ❯❈ ❡q✉✐✈❛❧❡♥t ❝✐r❝✉✐t ♠♦❞❡❧ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✷ ✷✳✶✵ ❯❈ ❡q✉✐✈❛❧❡♥t ❝✐r❝✉✐t ♣❛r❛♠❡t❡rs ✐❞❡♥t✐✜❝❛t✐♦♥ ✢♦✇❝❤❛rt ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✹ ✷✳✶✶ ❯❈ ❡q✉✐✈❛❧❡♥t ❝✐r❝✉✐t ♣❛r❛♠❡t❡r ✐❞❡♥t✐✜❝❛t✐♦♥ ✲ ❙✐♠✉❧✐♥❦ ❛♣♣❧✐❝❛t✐♦♥ ✳ ✳ ✳ ✳ ✸✹ ✷✳✶✷ ❯❈ ❡q✉✐✈❛❧❡♥t ❝✐r❝✉✐t ♣❛r❛♠❡t❡r ✐❞❡♥t✐✜❝❛t✐♦♥ ✲ ❱❛❧✐❞❛t✐♦♥ r❡s✉❧ts ■ ✳ ✳ ✳ ✳ ✳ ✸✺ ①✈✐✐

(19)

▲■❙❚ ❖❋ ❋■●❯❘❊❙ ✷✳✶✸ ❯❈ ❡q✉✐✈❛❧❡♥t ❝✐r❝✉✐t ♣❛r❛♠❡t❡r ✐❞❡♥t✐✜❝❛t✐♦♥ ✲ ❱❛❧✐❞❛t✐♦♥ r❡s✉❧ts ■■ ✳ ✳ ✳ ✳ ✸✻ ✷✳✶✹ ❯❧tr❛❝❛♣❛❝✐t♦r s②st❡♠ ❊▼❘ ❛♥❞ ❝♦♥tr♦❧ str✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✼ ✷✳✶✺ ❋✉❡❧ ❝❡❧❧ st❛❝❦ s❝❤❡♠❛t✐❝ ❛♥❞ s②st❡♠ ♠✉❧t✐✲❞♦♠❛✐♥ ❛s♣❡❝ts ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✽ ✷✳✶✻ ❋✉❡❧ ❝❡❧❧ s②st❡♠ ✐♠♣❧❡♠❡♥t❡❞ ✐♥ ❊❈❈❊✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✸✾ ✷✳✶✼ ▼♦t♦❝♦♠♣r❡ss♦r ❣r♦✉♣ ❊▼❘ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✵ ✷✳✶✽ ❙t❛❝❦ ❣❛③ s✉♣♣❧② ❊▼❘ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✶ ✷✳✶✾ ❋✉❡❧ ❝❡❧❧ st❛❝❦ ❊▼❘ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✶ ✷✳✷✵ ❋✉❡❧ ❝❡❧❧ s②st❡♠ ❉❈✴❉❈ ♣♦✇❡r ❝♦♥✈❡rt❡r ❊▼❘ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✷ ✷✳✷✶ ❋✉❡❧ ❈❡❧❧ s②st❡♠ ❊▼❘ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✸ ✷✳✷✷ ❋✉❡❧ ❈❡❧❧ s②st❡♠ ▼❈❙ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✸ ✷✳✷✸ ❋✉❡❧ ❈❡❧❧ s②st❡♠ ❣❛③ s✉♣♣❧✐❡s P❈❙ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✹ ✷✳✷✹ ❆✐r ♠♦t♦❝♦♠♣r❡ss♦r ❣r♦✉♣ P❈❙ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✺ ✷✳✷✺ ❋✉❡❧ ❝❡❧❧ s②st❡♠ ♣r❛❝t✐❝❛❧ ❝♦♥tr♦❧ str✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✻ ✷✳✷✻ ❋❧②✇❤❡❡❧ s②st❡♠ ✐♠♣❧❡♠❡♥t❡❞ ✐♥ ❊❈❈❊ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✼ ✷✳✷✼ ❊❈❈❊ ✢✇❤❡❡❧ s②st❡♠ ❤♦♠♦♣♦❧❛r s②♥❝❤r♦♥♦✉s ♠❛❝❤✐♥❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✼ ✷✳✷✽ ❋❧②✇❤❡❡❧ s②st❡♠ ✲ ▼❡❝❤❛♥✐❝❛❧ ♣❛rt ❊▼❘ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✽ ✷✳✷✾ ❋❧②✇❤❡❡❧ s②st❡♠ ✲ ❊❧❡❝tr✐❝❛❧ ♣❛rt ❊▼❘✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✾ ✷✳✸✵ ❋❧②✇❤❡❡❧ s②st❡♠ ✐♠♣❧❡♠❡♥t❡❞ ✐♥ ❊❈❈❊ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✹✾ ✷✳✸✶ ❘♦❛❞✲✈❡❤✐❝❧❡ ❢r❡❡ ❜♦❞② ❞✐❛❣r❛♠ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✵ ✷✳✸✷ ❊❈❈❊ ❊♥❡r❣❡t✐❝ ▼❛❝r♦s❝♦♣✐❝ ❘❡♣r❡s❡♥t❛t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✷ ✷✳✸✸ ❊❈❈❊ ▼❛①✐♠❛❧ ❈♦♥tr♦❧ ❙tr✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✸ ✷✳✸✹ ❊❈❈❊ Pr❛❝t✐❝❛❧ ❈♦♥tr♦❧ ❙tr✉❝t✉r❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✸ ✸✳✶ ❙♦✉r❝❡s ♦❢ ✉♥❝❡rt❛✐♥t② ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✻ ✸✳✷ ❚②♣❡✲✶ ❢✉③③② ❧♦❣✐❝ s②st❡♠s ❛r❝❤✐t❡❝t✉r❡✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✼ ✸✳✸ ❚②♣❡✲✷ ❢✉③③② ❧♦❣✐❝ s②st❡♠s ❛r❝❤✐t❡❝t✉r❡✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✼ ✸✳✹ ❙✐♥❣❧❡t♦♥ ❢✉③③② ❧♦❣✐❝ ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✽ ✸✳✺ ■♥t❡r✈❛❧ t②♣❡✲✶ ❢✉③③② ❧♦❣✐❝ ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✽ ✸✳✻ ❚②♣❡✲✶ ❢✉③③② ❧♦❣✐❝ ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✽ ✸✳✼ ■♥t❡r✈❛❧ t②♣❡✲✷ ❢✉③③② ❧♦❣✐❝ ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✽ ✸✳✽ ●❡♥❡r❛❧ t②♣❡✲✷ ❢✉③③② ❧♦❣✐❝ ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✽ ✸✳✾ ■♥t❡r✈❛❧ t②♣❡✲✷ ❢✉③③② ❧♦❣✐❝ ♣r✐♠❛r② ❛♥❞ s❡❝♦♥❞❛r② ▼❋s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✾ ✸✳✶✵ ❚r❛♣❡③♦✐❞❛❧ ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥s ❡①❛♠♣❧❡ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✾ ✸✳✶✶ ❚r✐❛♥❣✉❧❛r ♠❡♠❜❡rs❤✐♣ ❢✉♥❝t✐♦♥ ❡①❛♠♣❧❡✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✺✾ ✸✳✶✷ ❆♥ ✐♥t❡r✈❛❧ t②♣❡✲✷ ▼❋ ❞✐s❝r❡t✐s❡❞ ✐♥t♦ p ✐♥t❡r✈❛❧ t②♣❡✲✶ ▼❋s ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✵ ✸✳✶✸ ■♥t❡r✈❛❧ t②♣❡✲✷ ▼❋ ❞✐s❝r❡t✐s❡❞ ✐♥t♦ ✹ ✐♥t❡r✈❛❧ t②♣❡✲✶ ▼❋s✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✵ ✸✳✶✹ ❑▼❆ ✢♦✇✲❝❤❛rt t♦ ❝♦♠♣✉t❡ t❤❡ ❧❡❢t ♣♦✐♥t ♦❢ t❤❡ ❝❡♥tr♦✐❞ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✷ ✸✳✶✺ ▼❡♠❜❡rs❤✐♣ ❋✉♥❝t✐♦♥s ❢♦r ✐♥♣✉t x1 ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✸ ✸✳✶✻ ▼❡♠❜❡rs❤✐♣ ❋✉♥❝t✐♦♥s ❢♦r ✐♥♣✉t x2 ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✸ ✸✳✶✼ ❋✉③③✐✜❡r ❡①❛♠♣❧❡ ■ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✸ ✸✳✶✽ ❋✉③③✐✜❡r ❡①❛♠♣❧❡ ■■✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✳ ✻✹ ①✈✐✐✐

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