Difference between revisions of "Regular linear system"
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''of ordinary differential equations'' | ''of ordinary differential equations'' | ||
A system of the form | A system of the form | ||
− | + | $$ \tag{1 } | |
+ | \dot{x} = A( t) x,\ x \in \mathbf R ^ {n} | ||
+ | $$ | ||
− | (where | + | (where $ A( \cdot ) $ |
+ | is a mapping $ \mathbf R ^ {+} \rightarrow \mathop{\rm Hom} ( \mathbf R ^ {n} , \mathbf R ^ {m} ) $ | ||
+ | that is summable on every interval and has the property that | ||
− | + | $$ | |
+ | \lim\limits _ {t \rightarrow \infty } | ||
+ | \frac{1}{t} | ||
+ | \int\limits _ { 0 } ^ { t } | ||
+ | \mathop{\rm Tr} A( \tau ) d \tau | ||
+ | $$ | ||
− | exists and is equal to | + | exists and is equal to $ \sum _ {i= 1 } ^ { n } \lambda _ {i} ( A) $, |
+ | where $ \lambda _ {1} ( A) \geq \dots \geq \lambda _ {n} ( A) $ | ||
+ | are the characteristic Lyapunov exponents (cf. [[Lyapunov characteristic exponent|Lyapunov characteristic exponent]]) of the system (1)). | ||
For a triangular system | For a triangular system | ||
− | + | $$ | |
+ | \dot{u} ^ {i} = \sum _ {j= i } ^ { n } p _ {ij} ( t) u | ||
+ | ^ {j} ,\ i= 1 \dots n, | ||
+ | $$ | ||
to be regular it is necessary and sufficient that the limits | to be regular it is necessary and sufficient that the limits | ||
− | + | $$ | |
+ | \lim\limits _ {t \rightarrow \infty } | ||
+ | \frac{1}{t} | ||
+ | \int\limits _ { 0 } ^ { t } p _ {ii} ( \tau ) d \tau ,\ i= 1 \dots n, | ||
+ | $$ | ||
exist (Lyapunov's criterion). Every [[Reducible linear system|reducible linear system]] and every [[Almost-reducible linear system|almost-reducible linear system]] is regular. | exist (Lyapunov's criterion). Every [[Reducible linear system|reducible linear system]] and every [[Almost-reducible linear system|almost-reducible linear system]] is regular. | ||
− | The role of the concept of a regular linear system is clarified by the following theorem of Lyapunov. Let the system (1) be regular and let | + | The role of the concept of a regular linear system is clarified by the following theorem of Lyapunov. Let the system (1) be regular and let $ k $ |
+ | of its characteristic Lyapunov exponents be negative: | ||
− | + | $$ | |
+ | 0 > \lambda _ {n-} k+ 1 ( A) \geq \dots \geq \lambda _ {n} ( A). | ||
+ | $$ | ||
Then for every system | Then for every system | ||
− | + | $$ \tag{2 } | |
+ | \dot{x} = A( t) x + g( t, x), | ||
+ | $$ | ||
− | where | + | where $ g( t, x) $ |
+ | satisfies the following conditions: $ g $ | ||
+ | and $ g _ {x} ^ \prime $ | ||
+ | are continuous, and $ g( t, 0)= 0 $, | ||
+ | $ \sup _ {t \geq 0 } \| g _ {x} ^ \prime ( t, x) \| = O( | x | ^ \epsilon ) $, | ||
+ | where $ \epsilon = \textrm{ const } > 0 $, | ||
+ | there is a $ k $- | ||
+ | dimensional manifold $ V ^ {k} \subset \mathbf R ^ {n} $ | ||
+ | containing the point $ x= 0 $, | ||
+ | such that every solution $ x( t) $ | ||
+ | of (2) starting on $ V ^ {k} $( | ||
+ | i.e. $ x( 0) \in V ^ {k} $) | ||
+ | exponentially decreases as $ t \rightarrow \infty $; | ||
+ | more precisely, for every $ \delta > 0 $ | ||
+ | there is a $ C _ \delta $ | ||
+ | such that the inequality | ||
− | + | $$ | |
+ | | x( t) | \leq C _ \delta e ^ {[ \lambda _ {n-} k+ 1 ( A)+ | ||
+ | \delta ] t } | x( 0) | | ||
+ | $$ | ||
is satisfied. | is satisfied. |
Latest revision as of 08:10, 6 June 2020
of ordinary differential equations
A system of the form
$$ \tag{1 } \dot{x} = A( t) x,\ x \in \mathbf R ^ {n} $$
(where $ A( \cdot ) $ is a mapping $ \mathbf R ^ {+} \rightarrow \mathop{\rm Hom} ( \mathbf R ^ {n} , \mathbf R ^ {m} ) $ that is summable on every interval and has the property that
$$ \lim\limits _ {t \rightarrow \infty } \frac{1}{t} \int\limits _ { 0 } ^ { t } \mathop{\rm Tr} A( \tau ) d \tau $$
exists and is equal to $ \sum _ {i= 1 } ^ { n } \lambda _ {i} ( A) $, where $ \lambda _ {1} ( A) \geq \dots \geq \lambda _ {n} ( A) $ are the characteristic Lyapunov exponents (cf. Lyapunov characteristic exponent) of the system (1)).
For a triangular system
$$ \dot{u} ^ {i} = \sum _ {j= i } ^ { n } p _ {ij} ( t) u ^ {j} ,\ i= 1 \dots n, $$
to be regular it is necessary and sufficient that the limits
$$ \lim\limits _ {t \rightarrow \infty } \frac{1}{t} \int\limits _ { 0 } ^ { t } p _ {ii} ( \tau ) d \tau ,\ i= 1 \dots n, $$
exist (Lyapunov's criterion). Every reducible linear system and every almost-reducible linear system is regular.
The role of the concept of a regular linear system is clarified by the following theorem of Lyapunov. Let the system (1) be regular and let $ k $ of its characteristic Lyapunov exponents be negative:
$$ 0 > \lambda _ {n-} k+ 1 ( A) \geq \dots \geq \lambda _ {n} ( A). $$
Then for every system
$$ \tag{2 } \dot{x} = A( t) x + g( t, x), $$
where $ g( t, x) $ satisfies the following conditions: $ g $ and $ g _ {x} ^ \prime $ are continuous, and $ g( t, 0)= 0 $, $ \sup _ {t \geq 0 } \| g _ {x} ^ \prime ( t, x) \| = O( | x | ^ \epsilon ) $, where $ \epsilon = \textrm{ const } > 0 $, there is a $ k $- dimensional manifold $ V ^ {k} \subset \mathbf R ^ {n} $ containing the point $ x= 0 $, such that every solution $ x( t) $ of (2) starting on $ V ^ {k} $( i.e. $ x( 0) \in V ^ {k} $) exponentially decreases as $ t \rightarrow \infty $; more precisely, for every $ \delta > 0 $ there is a $ C _ \delta $ such that the inequality
$$ | x( t) | \leq C _ \delta e ^ {[ \lambda _ {n-} k+ 1 ( A)+ \delta ] t } | x( 0) | $$
is satisfied.
References
[1] | A.M. Lyapunov, "Stability of motion" , Acad. Press (1966) (Translated from Russian) |
[2] | 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) |
[3] | N.A. Izobov, "Linear systems of ordinary differential equations" J. Soviet Math. , 5 : 1 (1976) pp. 46–96 Itogi Nauk. i Tekhn. Mat. Anal. , 12 : 1 (1974) pp. 71–146 |
Regular linear system. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Regular_linear_system&oldid=48482