Difference between revisions of "Hutchinson equation"
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| − | + | Suppose a population inhabits a bounded homogeneous area $ \Omega \subset \mathbf R ^ {2} $ | |
| + | with piecewise-smooth boundary $ \partial \Omega $. | ||
| + | Assume that its food base regularly restores itself to a certain level, whilst the migration factor is so high that complete mixing takes place. In [[#References|[a1]]] it was postulated that under these idealized conditions the variation in population density $ n ( t ) = { {N ( t ) } / K } $, | ||
| + | where $ N ( t ) $ | ||
| + | is the current size of the population and $ K $ | ||
| + | is the average number of the population, which depends upon the size of the habitat and the amount of food available, obeys the law | ||
| − | + | $$ | |
| + | {\dot{n} } = \lambda [ 1 - n ( t - 1 ) ] n, \quad \lambda > 0. | ||
| + | $$ | ||
| − | + | Here, $ \lambda $ | |
| + | is the Malthusian coefficient of linear growth, provided that the age of sexual maturity of females is taken as the unit of time. This equation is called the Hutchinson equation. For $ \lambda < {\pi / 2 } $, | ||
| + | the attractor of positive solutions of the equation is its unit state of equilibrium, whilst for $ \lambda > {\pi / 2 } $ | ||
| + | it is an orbitally exponentially stable cycle. This assertion is mainly based on the results of numerical analysis (significantly less was obtained by purely mathematical methods, [[#References|[a2]]]). | ||
| − | + | As $ \lambda $ | |
| + | increases, the Hutchinson cycle $ n _ {0} ( t, \lambda ) $ | ||
| + | acquires a distinctive relaxation character, which is evident from the following facts [[#References|[a3]]]. Assume, for the sake of being specific, that $ n _ {0} ( - 1, \lambda ) = 1 $ | ||
| + | and $ {\dot{n} } _ {0} ( - 1, \lambda ) > 0 $. | ||
| + | Then the largest value $ n _ { \max ,0 } $ | ||
| + | of the function $ n _ {0} ( t, \lambda ) $ | ||
| + | is reached at $ t = 0 $: | ||
| − | + | $$ | |
| + | n _ { \max ,0 } = { \mathop{\rm exp} } ( \lambda - 1 ) + { | ||
| + | \frac{1}{2e } | ||
| + | } + O ( { \mathop{\rm exp} } ( - \lambda ) ) . | ||
| + | $$ | ||
| + | |||
| + | The smallest value, $ n _ { \min ,0 } $ | ||
| + | of the function $ n _ {0} ( \lambda,t ) $ | ||
| + | is realized at $ t = 1 + t _ {0} $, | ||
| + | where | ||
| + | |||
| + | $$ | ||
| + | t _ {0} = { | ||
| + | \frac{ { \mathop{\rm ln} } \lambda }{\lambda - 1 } | ||
| + | } + O \left ( { | ||
| + | \frac{ { \mathop{\rm ln} } ^ {2} \lambda }{\lambda ^ {3} } | ||
| + | } \right ) . | ||
| + | $$ | ||
The asymptotic equality | The asymptotic equality | ||
| − | + | $$ | |
| + | { \mathop{\rm ln} } n _ { \min ,0 } = - { \mathop{\rm exp} } \lambda + 2 \lambda - 1 + { | ||
| + | \frac{1 + ( 1 + \lambda ) { \mathop{\rm ln} } \lambda } \lambda | ||
| + | } + | ||
| + | $$ | ||
| − | + | $$ | |
| + | + | ||
| + | O \left ( { | ||
| + | \frac{ { \mathop{\rm ln} } ^ {2} \lambda }{\lambda ^ {2} } | ||
| + | } \right ) | ||
| + | $$ | ||
is valid. | is valid. | ||
| Line 23: | Line 73: | ||
If migration across the habitat's boundary is forbidden, the migration factor results in the boundary value problem | If migration across the habitat's boundary is forbidden, the migration factor results in the boundary value problem | ||
| − | + | $$ | |
| + | {\dot{n} } = D \Delta n + \lambda [ 1 - n ( t - 1,x ) ] n, \quad \left . { | ||
| + | \frac{\partial n }{\partial \nu } | ||
| + | } \right | _ {\partial \Omega } = 0, | ||
| + | $$ | ||
| − | where | + | where $ x \in \mathbf R ^ {2} $, |
| + | $ \Delta $ | ||
| + | is the [[Laplace operator|Laplace operator]], $ D $ | ||
| + | is the mobility coefficient, and $ \nu $ | ||
| + | is the direction of the external normal. When $ D $ | ||
| + | decreases, Hutchinson's cycle loses stability as a result of spacial perturbations connected with the appearance of so-called self-organization regimes, which are simultaneously complexly and regularly arranged towards spacial and temporal variables [[#References|[a3]]]. | ||
====References==== | ====References==== | ||
<table><TR><TD valign="top">[a1]</TD> <TD valign="top"> G. Hutchinson, "Circular causal systems in ecology" ''Ann. N.Y. Acad. Sci.'' , '''50''' (1948–1950) pp. 221–246</TD></TR><TR><TD valign="top">[a2]</TD> <TD valign="top"> J. Hale, "Theory of functional differential equations" , Springer (1977) (Edition: Second)</TD></TR><TR><TD valign="top">[a3]</TD> <TD valign="top"> A.Yu. Kolesov, Yu.S. Kolesov, "Relaxation oscillation in mathematical models of ecology" ''Proc. Steklov Inst. Math.'' , '''199''' : 1 (1995) (In Russian)</TD></TR></table> | <table><TR><TD valign="top">[a1]</TD> <TD valign="top"> G. Hutchinson, "Circular causal systems in ecology" ''Ann. N.Y. Acad. Sci.'' , '''50''' (1948–1950) pp. 221–246</TD></TR><TR><TD valign="top">[a2]</TD> <TD valign="top"> J. Hale, "Theory of functional differential equations" , Springer (1977) (Edition: Second)</TD></TR><TR><TD valign="top">[a3]</TD> <TD valign="top"> A.Yu. Kolesov, Yu.S. Kolesov, "Relaxation oscillation in mathematical models of ecology" ''Proc. Steklov Inst. Math.'' , '''199''' : 1 (1995) (In Russian)</TD></TR></table> | ||
Latest revision as of 22:11, 5 June 2020
Suppose a population inhabits a bounded homogeneous area $ \Omega \subset \mathbf R ^ {2} $
with piecewise-smooth boundary $ \partial \Omega $.
Assume that its food base regularly restores itself to a certain level, whilst the migration factor is so high that complete mixing takes place. In [a1] it was postulated that under these idealized conditions the variation in population density $ n ( t ) = { {N ( t ) } / K } $,
where $ N ( t ) $
is the current size of the population and $ K $
is the average number of the population, which depends upon the size of the habitat and the amount of food available, obeys the law
$$ {\dot{n} } = \lambda [ 1 - n ( t - 1 ) ] n, \quad \lambda > 0. $$
Here, $ \lambda $ is the Malthusian coefficient of linear growth, provided that the age of sexual maturity of females is taken as the unit of time. This equation is called the Hutchinson equation. For $ \lambda < {\pi / 2 } $, the attractor of positive solutions of the equation is its unit state of equilibrium, whilst for $ \lambda > {\pi / 2 } $ it is an orbitally exponentially stable cycle. This assertion is mainly based on the results of numerical analysis (significantly less was obtained by purely mathematical methods, [a2]).
As $ \lambda $ increases, the Hutchinson cycle $ n _ {0} ( t, \lambda ) $ acquires a distinctive relaxation character, which is evident from the following facts [a3]. Assume, for the sake of being specific, that $ n _ {0} ( - 1, \lambda ) = 1 $ and $ {\dot{n} } _ {0} ( - 1, \lambda ) > 0 $. Then the largest value $ n _ { \max ,0 } $ of the function $ n _ {0} ( t, \lambda ) $ is reached at $ t = 0 $:
$$ n _ { \max ,0 } = { \mathop{\rm exp} } ( \lambda - 1 ) + { \frac{1}{2e } } + O ( { \mathop{\rm exp} } ( - \lambda ) ) . $$
The smallest value, $ n _ { \min ,0 } $ of the function $ n _ {0} ( \lambda,t ) $ is realized at $ t = 1 + t _ {0} $, where
$$ t _ {0} = { \frac{ { \mathop{\rm ln} } \lambda }{\lambda - 1 } } + O \left ( { \frac{ { \mathop{\rm ln} } ^ {2} \lambda }{\lambda ^ {3} } } \right ) . $$
The asymptotic equality
$$ { \mathop{\rm ln} } n _ { \min ,0 } = - { \mathop{\rm exp} } \lambda + 2 \lambda - 1 + { \frac{1 + ( 1 + \lambda ) { \mathop{\rm ln} } \lambda } \lambda } + $$
$$ + O \left ( { \frac{ { \mathop{\rm ln} } ^ {2} \lambda }{\lambda ^ {2} } } \right ) $$
is valid.
If migration across the habitat's boundary is forbidden, the migration factor results in the boundary value problem
$$ {\dot{n} } = D \Delta n + \lambda [ 1 - n ( t - 1,x ) ] n, \quad \left . { \frac{\partial n }{\partial \nu } } \right | _ {\partial \Omega } = 0, $$
where $ x \in \mathbf R ^ {2} $, $ \Delta $ is the Laplace operator, $ D $ is the mobility coefficient, and $ \nu $ is the direction of the external normal. When $ D $ decreases, Hutchinson's cycle loses stability as a result of spacial perturbations connected with the appearance of so-called self-organization regimes, which are simultaneously complexly and regularly arranged towards spacial and temporal variables [a3].
References
| [a1] | G. Hutchinson, "Circular causal systems in ecology" Ann. N.Y. Acad. Sci. , 50 (1948–1950) pp. 221–246 |
| [a2] | J. Hale, "Theory of functional differential equations" , Springer (1977) (Edition: Second) |
| [a3] | A.Yu. Kolesov, Yu.S. Kolesov, "Relaxation oscillation in mathematical models of ecology" Proc. Steklov Inst. Math. , 199 : 1 (1995) (In Russian) |
Hutchinson equation. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Hutchinson_equation&oldid=47282