Difference between revisions of "Central exponents"
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''of a linear system of ordinary differential equations'' | ''of a linear system of ordinary differential equations'' | ||
Quantities defined by the formulas | Quantities defined by the formulas | ||
− | + | $$ | |
+ | \Omega ( A) = \ | ||
+ | \lim\limits _ {T \rightarrow + \infty } \ | ||
+ | \overline{\lim\limits}\; _ {k \rightarrow + \infty } \ | ||
+ | { | ||
+ | \frac{1}{kT} | ||
+ | } | ||
+ | \sum _ {i = 0 } ^ { {k } - 1 } | ||
+ | \mathop{\rm ln} \| X (( i + 1) T, iT) \| | ||
+ | $$ | ||
(the upper central exponent) and | (the upper central exponent) and | ||
− | + | $$ | |
+ | \omega ( A) = \ | ||
+ | \lim\limits _ {T \rightarrow + \infty } \ | ||
+ | \overline{\lim\limits}\; _ {k \rightarrow + \infty } \ | ||
+ | |||
+ | \frac{- 1 }{kT } | ||
+ | |||
+ | \sum _ {i = 0 } ^ { {k } - 1 } | ||
+ | \mathop{\rm ln} \| X ( iT, ( i + 1) T) \| | ||
+ | $$ | ||
(the lower central exponent); sometimes the lower central exponent is defined as | (the lower central exponent); sometimes the lower central exponent is defined as | ||
− | + | $$ | |
+ | \lim\limits _ {T \rightarrow + \infty } \ | ||
+ | \lim\limits _ {\overline{ {k \rightarrow + \infty }}\; } \ | ||
− | + | \frac{- 1 }{kT } | |
− | + | \sum _ {i = 0 } ^ { {k } - 1 } | |
+ | \mathop{\rm ln} \| X ( iT, ( i + 1) T) \| . | ||
+ | $$ | ||
− | + | Here $ X ( \theta , \tau ) $ | |
+ | is the [[Cauchy operator|Cauchy operator]] of the system | ||
− | + | $$ \tag{1 } | |
+ | \dot{x} = A ( t) x,\ \ | ||
+ | x \in \mathbf R ^ {n} , | ||
+ | $$ | ||
− | + | where $ A ( \cdot ) $ | |
+ | is a mapping | ||
− | + | $$ | |
+ | \mathbf R ^ {+} \rightarrow \ | ||
+ | \mathop{\rm Hom} ( \mathbf R ^ {n} , \mathbf R ^ {n} ) | ||
+ | $$ | ||
− | + | that is summable on every interval. The central exponents $ \Omega ( A) $ | |
+ | and $ \omega ( A) $ | ||
+ | may be $ \pm \infty $; | ||
+ | the inequalities | ||
+ | |||
+ | $$ | ||
+ | \overline{\lim\limits}\; _ {t \rightarrow + \infty } \ | ||
+ | { | ||
+ | \frac{1}{t} | ||
+ | } | ||
+ | \int\limits _ { 0 } ^ { t } | ||
+ | \| A ( \tau ) \| \ | ||
+ | d \tau \geq \Omega ( A) \geq \ | ||
+ | \omega ( A) \geq | ||
+ | $$ | ||
+ | |||
+ | $$ | ||
+ | \geq \ | ||
+ | - \lim\limits _ {\overline{ {t \rightarrow + \infty }}\; } \ | ||
+ | { | ||
+ | \frac{1}{t} | ||
+ | } \int\limits _ { 0 } ^ { t } \| A ( \tau ) \| d \tau | ||
+ | $$ | ||
hold, which imply that if the system (1) satisfies the condition | hold, which imply that if the system (1) satisfies the condition | ||
− | + | $$ | |
+ | \overline{\lim\limits}\; _ {t \rightarrow + \infty } \ | ||
+ | { | ||
+ | \frac{1}{t} | ||
+ | } \int\limits _ { 0 } ^ { t } | ||
+ | \| A ( \tau) \| \ | ||
+ | d \tau < + \infty , | ||
+ | $$ | ||
− | then its central exponents are finite numbers. The central exponents are connected with the Lyapunov characteristic exponents (cf. [[Lyapunov characteristic exponent|Lyapunov characteristic exponent]]) | + | then its central exponents are finite numbers. The central exponents are connected with the Lyapunov characteristic exponents (cf. [[Lyapunov characteristic exponent|Lyapunov characteristic exponent]]) $ \lambda _ {1} ( A) \dots \lambda _ {n} ( A) $ |
+ | and with the [[Singular exponents|singular exponents]] $ \Omega ^ {0} ( A), \omega ^ {0} ( A) $ | ||
+ | by the inequalities | ||
− | + | $$ | |
+ | \Omega ^ {0} ( A) \geq \ | ||
+ | \Omega ( A) \geq \ | ||
+ | \lambda _ {1} ( A) \geq \dots \geq \ | ||
+ | \lambda _ {n} ( A) \geq \ | ||
+ | \omega ( A) \geq \ | ||
+ | \omega ^ {0} ( A). | ||
+ | $$ | ||
− | For a system (1) with constant coefficients | + | For a system (1) with constant coefficients $ ( A ( t) \equiv A) $ |
+ | the central exponents $ \Omega ( A) $ | ||
+ | and $ \omega ( A) $ | ||
+ | are equal, respectively, to the maximum and minimum of the real parts of the eigen values of $ A $. | ||
+ | For a system (1) with periodic coefficients ( $ A ( t + \theta ) = A ( t) $ | ||
+ | for all $ t \in \mathbf R $ | ||
+ | and some $ \theta > 0 $, | ||
+ | $ \theta $ | ||
+ | being the smallest period) the central exponents $ \Omega ( A) $ | ||
+ | and $ \omega ( A) $ | ||
+ | are equal, respectively, to the maximum and minimum of the logarithms of the moduli of the [[Multipliers|multipliers]] divided by the period $ \theta $. | ||
− | If | + | If $ A ( \cdot ) $ |
+ | is an almost-periodic mapping (see [[Linear system of differential equations with almost-periodic coefficients|Linear system of differential equations with almost-periodic coefficients]]), then the central exponents of (1) coincide with the singular exponents: | ||
− | + | $$ | |
+ | \Omega ( A) = \ | ||
+ | \Omega ^ {0} ( A),\ \ | ||
+ | \omega ( A) = \ | ||
+ | \omega ^ {0} ( A) | ||
+ | $$ | ||
(Bylov's theorem). | (Bylov's theorem). | ||
− | For every fixed system (1) the condition < | + | For every fixed system (1) the condition $ \Omega ( A) < 0 $ |
+ | is sufficient for the existence of a $ \delta > 0 $ | ||
+ | such that for every system | ||
− | + | $$ | |
+ | \dot{x} = \ | ||
+ | A ( t) x + g ( x, t) | ||
+ | $$ | ||
satisfying the conditions of the existence and uniqueness theorem for the solution of the Cauchy problem and the condition | satisfying the conditions of the existence and uniqueness theorem for the solution of the Cauchy problem and the condition | ||
− | < | + | $$ |
+ | | g ( x, t) | < \delta | x | , | ||
+ | $$ | ||
− | the solution | + | the solution $ x = 0 $ |
+ | is asymptotically stable (Vinograd's theorem). The condition $ \Omega ( A) < 0 $ | ||
+ | in Vinograd's theorem is not only sufficient but also necessary. (The necessity remains valid when asymptotic stability is replaced by Lyapunov stability.) | ||
− | The function | + | The function $ \Omega ( A) $( |
+ | respectively, $ \omega ( A) $) | ||
+ | on the space $ M _ {n} $ | ||
+ | of the system (1) with bounded continuous coefficients (so that $ A ( \cdot ) $ | ||
+ | is continuous and $ \sup _ {t \in \mathbf R ^ {+} } \| A ( t) \| < + \infty $), | ||
+ | endowed with the metric | ||
− | + | $$ | |
+ | d ( A, B) = \ | ||
+ | \sup _ {t \in \mathbf R ^ {+} } \ | ||
+ | \| A ( t) - B ( t) \| , | ||
+ | $$ | ||
− | is upper (respectively lower) semi-continuous, but neither of these functions is continuous everywhere. For every system (1), in | + | is upper (respectively lower) semi-continuous, but neither of these functions is continuous everywhere. For every system (1), in $ M _ {n} $ |
+ | one can find another system | ||
− | + | $$ \tag{2 } | |
+ | \dot{x} = B _ {i} ( t) x,\ \ | ||
+ | i = 1, 2, | ||
+ | $$ | ||
− | arbitrarily close to it (in | + | arbitrarily close to it (in $ M _ {n} $) |
+ | such that | ||
− | + | $$ | |
+ | \lambda _ {1} ( B _ {1} ) = \ | ||
+ | \Omega ( A),\ \ | ||
+ | \lambda _ {n} ( B _ {2} ) = \ | ||
+ | \omega ( A), | ||
+ | $$ | ||
− | where | + | where $ \lambda _ {1} ( B _ {i} ) $ |
+ | and $ \lambda _ {n} ( B _ {i} ) $, | ||
+ | $ i = 1, 2 $, | ||
+ | are the largest (highest) and the smallest (least) characteristic Lyapunov exponents of the system (2). | ||
− | If | + | If $ A ( \cdot ): \mathbf R \rightarrow \mathop{\rm Hom} ( \mathbf R ^ {n} , \mathbf R ^ {n} ) $ |
+ | is a uniformly-continuous mapping and if $ \sup _ {t \in \mathbf R } \| A ( t) \| < + \infty $, | ||
+ | then for almost-every mapping $ \widetilde{A} $( | ||
+ | in the sense of every normalized invariant measure of shift dynamical systems (cf. [[Shift dynamical system|Shift dynamical system]]), $ S = \mathop{\rm Hom} ( \mathbf R ^ {n} , \mathbf R ^ {n} ) $, | ||
+ | concentrated on the closure of the trajectory of the point $ A $; | ||
+ | the mappings $ \widetilde{A} $ | ||
+ | and $ A $ | ||
+ | are regarded as points of the space of the shift dynamical system) the upper (lower) central exponent of the system $ \dot{x} = \widetilde{A} ( t) x $ | ||
+ | is equal to the largest (smallest) characteristic Lyapunov exponent of this system: | ||
− | + | $$ | |
+ | \Omega ( \widetilde{A} ) = \ | ||
+ | \lambda _ {1} ( \widetilde{A} ),\ \ | ||
+ | \omega ( \widetilde{A} ) = \ | ||
+ | \lambda _ {n} ( \widetilde{A} ). | ||
+ | $$ | ||
− | Suppose that a dynamical system on a smooth closed manifold | + | Suppose that a dynamical system on a smooth closed manifold $ V ^ {n} $ |
+ | is given by a smooth vector field. Then for almost-every point $ x \in V ^ {n} $( | ||
+ | in the sense of every normalized invariant measure) the upper (lower) central exponent of the system of equations in variations along the trajectory of $ x $ | ||
+ | coincides with its largest (smallest) characteristic Lyapunov exponent. Generic properties of the central exponent (from the point of view of the Baire categories) have been studied, see . | ||
====References==== | ====References==== | ||
<table><TR><TD valign="top">[1]</TD> <TD valign="top"> B.F. Bylov, R.E. Vinograd, D.M. Grobman, V.V. Nemytskii, "The theory of Lyapunov exponents and its applications to problems of stability" , Moscow (1966) (In Russian)</TD></TR><TR><TD valign="top">[2]</TD> <TD valign="top"> N.A. Izobov, "Linear systems of ordinary differential equations" ''J. Soviet Math.'' , '''5''' : 1 (1974) pp. 46–96 ''Itogi Nauk. Mat. Anal'' , '''12''' pp. 71–146</TD></TR><TR><TD valign="top">[3a]</TD> <TD valign="top"> V.M. Millionshchikov, "Typical properties of conditional exponential stability II" ''Differential equations'' , '''19''' : 9 pp. 1126–1132 ''Differentsial'nye Uravneniya'' , '''19''' : 9 (1983) pp. 1503–1510</TD></TR><TR><TD valign="top">[3b]</TD> <TD valign="top"> V.M. Millionshchikov, "Typical properties of conditional exponential stability VI" ''Differential equations'' , '''20''' : 6 pp. 707–715 ''Differentsial'nye Uravneniya'' , '''20''' : 6 (1984)</TD></TR><TR><TD valign="top">[3c]</TD> <TD valign="top"> V.M. Millionshchikov, "Typical properties of conditional exponential stability VII" ''Differential equations'' , '''20''' : 8 pp. 1005–1013 ''Differentsial'nye Uravneniya'' , '''20''' : 8 (1984) pp. 1366–1376</TD></TR></table> | <table><TR><TD valign="top">[1]</TD> <TD valign="top"> B.F. Bylov, R.E. Vinograd, D.M. Grobman, V.V. Nemytskii, "The theory of Lyapunov exponents and its applications to problems of stability" , Moscow (1966) (In Russian)</TD></TR><TR><TD valign="top">[2]</TD> <TD valign="top"> N.A. Izobov, "Linear systems of ordinary differential equations" ''J. Soviet Math.'' , '''5''' : 1 (1974) pp. 46–96 ''Itogi Nauk. Mat. Anal'' , '''12''' pp. 71–146</TD></TR><TR><TD valign="top">[3a]</TD> <TD valign="top"> V.M. Millionshchikov, "Typical properties of conditional exponential stability II" ''Differential equations'' , '''19''' : 9 pp. 1126–1132 ''Differentsial'nye Uravneniya'' , '''19''' : 9 (1983) pp. 1503–1510</TD></TR><TR><TD valign="top">[3b]</TD> <TD valign="top"> V.M. Millionshchikov, "Typical properties of conditional exponential stability VI" ''Differential equations'' , '''20''' : 6 pp. 707–715 ''Differentsial'nye Uravneniya'' , '''20''' : 6 (1984)</TD></TR><TR><TD valign="top">[3c]</TD> <TD valign="top"> V.M. Millionshchikov, "Typical properties of conditional exponential stability VII" ''Differential equations'' , '''20''' : 8 pp. 1005–1013 ''Differentsial'nye Uravneniya'' , '''20''' : 8 (1984) pp. 1366–1376</TD></TR></table> | ||
− | |||
− | |||
====Comments==== | ====Comments==== | ||
− | |||
====References==== | ====References==== | ||
<table><TR><TD valign="top">[a1]</TD> <TD valign="top"> V.V. Nemytskii, V.V. Stepanov, "Qualitative theory of differential equations" , Princeton Univ. Press (1960) (Translated from Russian)</TD></TR></table> | <table><TR><TD valign="top">[a1]</TD> <TD valign="top"> V.V. Nemytskii, V.V. Stepanov, "Qualitative theory of differential equations" , Princeton Univ. Press (1960) (Translated from Russian)</TD></TR></table> |
Latest revision as of 16:43, 4 June 2020
of a linear system of ordinary differential equations
Quantities defined by the formulas
$$ \Omega ( A) = \ \lim\limits _ {T \rightarrow + \infty } \ \overline{\lim\limits}\; _ {k \rightarrow + \infty } \ { \frac{1}{kT} } \sum _ {i = 0 } ^ { {k } - 1 } \mathop{\rm ln} \| X (( i + 1) T, iT) \| $$
(the upper central exponent) and
$$ \omega ( A) = \ \lim\limits _ {T \rightarrow + \infty } \ \overline{\lim\limits}\; _ {k \rightarrow + \infty } \ \frac{- 1 }{kT } \sum _ {i = 0 } ^ { {k } - 1 } \mathop{\rm ln} \| X ( iT, ( i + 1) T) \| $$
(the lower central exponent); sometimes the lower central exponent is defined as
$$ \lim\limits _ {T \rightarrow + \infty } \ \lim\limits _ {\overline{ {k \rightarrow + \infty }}\; } \ \frac{- 1 }{kT } \sum _ {i = 0 } ^ { {k } - 1 } \mathop{\rm ln} \| X ( iT, ( i + 1) T) \| . $$
Here $ X ( \theta , \tau ) $ is the Cauchy operator of the system
$$ \tag{1 } \dot{x} = A ( t) x,\ \ x \in \mathbf R ^ {n} , $$
where $ A ( \cdot ) $ is a mapping
$$ \mathbf R ^ {+} \rightarrow \ \mathop{\rm Hom} ( \mathbf R ^ {n} , \mathbf R ^ {n} ) $$
that is summable on every interval. The central exponents $ \Omega ( A) $ and $ \omega ( A) $ may be $ \pm \infty $; the inequalities
$$ \overline{\lim\limits}\; _ {t \rightarrow + \infty } \ { \frac{1}{t} } \int\limits _ { 0 } ^ { t } \| A ( \tau ) \| \ d \tau \geq \Omega ( A) \geq \ \omega ( A) \geq $$
$$ \geq \ - \lim\limits _ {\overline{ {t \rightarrow + \infty }}\; } \ { \frac{1}{t} } \int\limits _ { 0 } ^ { t } \| A ( \tau ) \| d \tau $$
hold, which imply that if the system (1) satisfies the condition
$$ \overline{\lim\limits}\; _ {t \rightarrow + \infty } \ { \frac{1}{t} } \int\limits _ { 0 } ^ { t } \| A ( \tau) \| \ d \tau < + \infty , $$
then its central exponents are finite numbers. The central exponents are connected with the Lyapunov characteristic exponents (cf. Lyapunov characteristic exponent) $ \lambda _ {1} ( A) \dots \lambda _ {n} ( A) $ and with the singular exponents $ \Omega ^ {0} ( A), \omega ^ {0} ( A) $ by the inequalities
$$ \Omega ^ {0} ( A) \geq \ \Omega ( A) \geq \ \lambda _ {1} ( A) \geq \dots \geq \ \lambda _ {n} ( A) \geq \ \omega ( A) \geq \ \omega ^ {0} ( A). $$
For a system (1) with constant coefficients $ ( A ( t) \equiv A) $ the central exponents $ \Omega ( A) $ and $ \omega ( A) $ are equal, respectively, to the maximum and minimum of the real parts of the eigen values of $ A $. For a system (1) with periodic coefficients ( $ A ( t + \theta ) = A ( t) $ for all $ t \in \mathbf R $ and some $ \theta > 0 $, $ \theta $ being the smallest period) the central exponents $ \Omega ( A) $ and $ \omega ( A) $ are equal, respectively, to the maximum and minimum of the logarithms of the moduli of the multipliers divided by the period $ \theta $.
If $ A ( \cdot ) $ is an almost-periodic mapping (see Linear system of differential equations with almost-periodic coefficients), then the central exponents of (1) coincide with the singular exponents:
$$ \Omega ( A) = \ \Omega ^ {0} ( A),\ \ \omega ( A) = \ \omega ^ {0} ( A) $$
(Bylov's theorem).
For every fixed system (1) the condition $ \Omega ( A) < 0 $ is sufficient for the existence of a $ \delta > 0 $ such that for every system
$$ \dot{x} = \ A ( t) x + g ( x, t) $$
satisfying the conditions of the existence and uniqueness theorem for the solution of the Cauchy problem and the condition
$$ | g ( x, t) | < \delta | x | , $$
the solution $ x = 0 $ is asymptotically stable (Vinograd's theorem). The condition $ \Omega ( A) < 0 $ in Vinograd's theorem is not only sufficient but also necessary. (The necessity remains valid when asymptotic stability is replaced by Lyapunov stability.)
The function $ \Omega ( A) $( respectively, $ \omega ( A) $) on the space $ M _ {n} $ of the system (1) with bounded continuous coefficients (so that $ A ( \cdot ) $ is continuous and $ \sup _ {t \in \mathbf R ^ {+} } \| A ( t) \| < + \infty $), endowed with the metric
$$ d ( A, B) = \ \sup _ {t \in \mathbf R ^ {+} } \ \| A ( t) - B ( t) \| , $$
is upper (respectively lower) semi-continuous, but neither of these functions is continuous everywhere. For every system (1), in $ M _ {n} $ one can find another system
$$ \tag{2 } \dot{x} = B _ {i} ( t) x,\ \ i = 1, 2, $$
arbitrarily close to it (in $ M _ {n} $) such that
$$ \lambda _ {1} ( B _ {1} ) = \ \Omega ( A),\ \ \lambda _ {n} ( B _ {2} ) = \ \omega ( A), $$
where $ \lambda _ {1} ( B _ {i} ) $ and $ \lambda _ {n} ( B _ {i} ) $, $ i = 1, 2 $, are the largest (highest) and the smallest (least) characteristic Lyapunov exponents of the system (2).
If $ A ( \cdot ): \mathbf R \rightarrow \mathop{\rm Hom} ( \mathbf R ^ {n} , \mathbf R ^ {n} ) $ is a uniformly-continuous mapping and if $ \sup _ {t \in \mathbf R } \| A ( t) \| < + \infty $, then for almost-every mapping $ \widetilde{A} $( in the sense of every normalized invariant measure of shift dynamical systems (cf. Shift dynamical system), $ S = \mathop{\rm Hom} ( \mathbf R ^ {n} , \mathbf R ^ {n} ) $, concentrated on the closure of the trajectory of the point $ A $; the mappings $ \widetilde{A} $ and $ A $ are regarded as points of the space of the shift dynamical system) the upper (lower) central exponent of the system $ \dot{x} = \widetilde{A} ( t) x $ is equal to the largest (smallest) characteristic Lyapunov exponent of this system:
$$ \Omega ( \widetilde{A} ) = \ \lambda _ {1} ( \widetilde{A} ),\ \ \omega ( \widetilde{A} ) = \ \lambda _ {n} ( \widetilde{A} ). $$
Suppose that a dynamical system on a smooth closed manifold $ V ^ {n} $ is given by a smooth vector field. Then for almost-every point $ x \in V ^ {n} $( in the sense of every normalized invariant measure) the upper (lower) central exponent of the system of equations in variations along the trajectory of $ x $ coincides with its largest (smallest) characteristic Lyapunov exponent. Generic properties of the central exponent (from the point of view of the Baire categories) have been studied, see .
References
[1] | B.F. Bylov, R.E. Vinograd, D.M. Grobman, V.V. Nemytskii, "The theory of Lyapunov exponents and its applications to problems of stability" , Moscow (1966) (In Russian) |
[2] | N.A. Izobov, "Linear systems of ordinary differential equations" J. Soviet Math. , 5 : 1 (1974) pp. 46–96 Itogi Nauk. Mat. Anal , 12 pp. 71–146 |
[3a] | V.M. Millionshchikov, "Typical properties of conditional exponential stability II" Differential equations , 19 : 9 pp. 1126–1132 Differentsial'nye Uravneniya , 19 : 9 (1983) pp. 1503–1510 |
[3b] | V.M. Millionshchikov, "Typical properties of conditional exponential stability VI" Differential equations , 20 : 6 pp. 707–715 Differentsial'nye Uravneniya , 20 : 6 (1984) |
[3c] | V.M. Millionshchikov, "Typical properties of conditional exponential stability VII" Differential equations , 20 : 8 pp. 1005–1013 Differentsial'nye Uravneniya , 20 : 8 (1984) pp. 1366–1376 |
Comments
References
[a1] | V.V. Nemytskii, V.V. Stepanov, "Qualitative theory of differential equations" , Princeton Univ. Press (1960) (Translated from Russian) |
Central exponents. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Central_exponents&oldid=46294