INSTITUT NATIONAL DE RECHERCHE EN INFORMATIQUE ET EN AUTOMATIQUE
Estimation de la volatilité locale d’actifs financiers
par une méthode d’inversion numérique
J. Frédéric Bonnans — Jean-Marc Cognet — Sophie Volle
N° 4648
Novembre 2002
ISSN 0249-6399
ISRN INRIA/RR--4648--FR
THÈME 4
apport
de recherche
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Unité de recherche INRIA Rocquencourt
Domaine de Voluceau, Rocquencourt, BP 105, 78153 Le Chesnay Cedex (France)
Téléphone : +33 1 39 63 55 11 — Télécopie : +33 1 39 63 53 30
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0.8
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0.7
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Fonction coût
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0.6
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0.6
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0.4
0.3
0.3
0.2
0.3
0.2
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300
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0.6
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0.3
0.3
0.3
0.3
0.2
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Nombre d’itérations
20
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0.3
0.3
0.2
0.3
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300
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0
40
±²?³)Æ"v~iDqgz~iDrpsu~op\ij±îiDy 4³¬
60
80
100
S
120
3000
3
2500
2.5
Fonction coût
Fonction coût
3.5
2000
1500
1.5
1
500
0.5
5
10
15
Nombre d’itérations
20
25
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0
5
10
15
Nombre d’itérations
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0
30
J : 0.00324 −−> 0.00003.
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2
1000
0
0
160
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3500
0
140
CED C
20
25
30
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0.6
0.5
0.6
0.5
0.6
0.5
0.6
0.5
0.4
0.4
0.3
0.4
0.4
0.3
0.3
0.2
0.3
0.2
0.1
0.1
0.2
1
0.2
1
0.8
0.8
160
160
140
0.6
0.1
100
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40
0.1
100
80
0.2
60
0
120
0.4
80
0.2
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140
0.6
120
0.4
60
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0
t (an)
S
40
1
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40
0.9
35
0.8
30
0.7
25
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0.6
0.5
20
0.4
15
0.3
10
0.2
5
0.1
0
40
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60
80
100
S
120
3000
1.2
2500
1
Fonction coût
Fonction coût
1.4
2000
1500
500
0.2
10
15
Nombre d’itérations
20
25
30
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0.4
5
CED C
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0.8
1000
0
0
160
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3500
0
140
0
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0
5
10
15
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20
25
30
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0.3
0.3
0.25
0.3
0.25
0.3
0.2
0.2
0.2
0.2
0.15
0.1
0.1
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0.15
0.1
0.1
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0.05
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500
650
0.5
600
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600
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700
650
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800
750
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800
750
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n = m = 1, 90 iter.
550
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500
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0.3
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0.3
0.25
0.3
0.2
0.2
0.2
0.2
0.15
0.1
0.1
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0.05
0.15
0.1
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0
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2
−0.05
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800
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600
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0.2
0.2
0.2
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0.1
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0.1
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800
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700
650
0.5
600
550
0
750
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700
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1.5
800
750
1
600
550
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500
0
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0.3
0.3
0.25
0.3
0.25
0.3
0.2
0.2
0.2
0.2
0.15
0.1
0.1
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0.05
0.15
0.1
−0.1
0
−0.1
−0.2
2
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2
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1.5
800
750
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600
550
500
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0.3
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0.3
0.25
0.3
0.2
0.2
0.2
0.2
0.15
0.1
0.1
0
0.05
0.15
0.1
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0.5
600
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0
600
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550
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500
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0.3
0.3
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0.3
0.25
0.3
0.2
0.2
0.2
0.2
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0.1
0.1
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700
600
550
500
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500
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0.3
0.3
0.25
0.3
0.25
0.3
0.2
0.2
0.2
0.2
0.15
0.1
0.1
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0.15
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0.1
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800
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700
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0.5
600
550
500
0
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1.5
800
750
1
600
550
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500
0
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0.3
0.3
0.25
0.3
0.25
0.3
0.2
0.2
0.2
0.2
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0.1
0.1
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0.1
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2
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600
550
t (an)
S
−0.15
700
650
0.5
600
550
500
750
1
−0.15
700
650
0.5
t (an)
0.1
0
4B0
500
0
−0.2
S
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SJ S J) )d
20
20
Sans multiéchelle
Avec multiéchelle
18
16
16
14
14
12
12
Fonction coût
Fonction coût
Sans multiéchelle
Avec multiéchelle
18
10
10
8
8
6
6
4
4
2
2
0
0
20
40
60
Nombre d’itérations
80
100
120
0
0
20
40
60
Nombre d’itérations
80
100
120
<N Q_T )_ d$ eSg j9 : gS X $_ Z g Sge )F S) h S_ S X
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Unité de recherche INRIA Rocquencourt
Domaine de Voluceau - Rocquencourt - BP 105 - 78153 Le Chesnay Cedex (France)
Unité de recherche INRIA Futurs : Domaine de Voluceau - Rocquencourt - BP 105 - 78153 Le Chesnay Cedex (France)
Unité de recherche INRIA Lorraine : LORIA, Technopôle de Nancy-Brabois - Campus scientifique
615, rue du Jardin Botanique - BP 101 - 54602 Villers-lès-Nancy Cedex (France)
Unité de recherche INRIA Rennes : IRISA, Campus universitaire de Beaulieu - 35042 Rennes Cedex (France)
Unité de recherche INRIA Rhône-Alpes : 655, avenue de l’Europe - 38330 Montbonnot-St-Martin (France)
Unité de recherche INRIA Sophia Antipolis : 2004, route des Lucioles - BP 93 - 06902 Sophia Antipolis Cedex (France)
Éditeur
INRIA - Domaine de Voluceau - Rocquencourt, BP 105 - 78153 Le Chesnay Cedex (France)
ISSN 0249-6399