In
mathematics
Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, an integrodifference equation is a
recurrence relation on a
function space
In mathematics, a function space is a set of functions between two fixed sets. Often, the domain and/or codomain will have additional structure which is inherited by the function space. For example, the set of functions from any set into a ve ...
, of the following form:
:
where
is a sequence in the function space and
is the domain of those functions. In most applications, for any
,
is a
probability density function on
. Note that in the definition above,
can be vector valued, in which case each element of
has a scalar valued integrodifference equation associated with it. Integrodifference equations are widely used in
mathematical biology, especially
theoretical ecology
Theoretical ecology is the scientific discipline devoted to the study of ecosystem, ecological systems using theoretical methods such as simple conceptual models, mathematical models, computer simulation, computational simulations, and advanced d ...
, to model the
dispersal and growth of populations. In this case,
is the population size or density at location
at time
,
describes the local population growth at location
and
, is the probability of moving from point
to point
, often referred to as the dispersal kernel. Integrodifference equations are most commonly used to describe
univoltine populations, including, but not limited to, many arthropod, and annual plant species. However, multivoltine populations can also be modeled with integrodifference equations, as long as the organism has non-overlapping generations. In this case,
is not measured in years, but rather the time increment between broods.
Convolution kernels and invasion speeds
In one spatial dimension, the dispersal kernel often depends only on the distance between the source and the destination, and can be
written as
. In this case, some natural conditions on f and k imply that there is a well-defined
spreading speed for waves of invasion generated from compact initial conditions. The wave speed is often calculated
by studying the linearized equation
:
where
.
This can be written as the convolution
:
Using a moment-generating-function transformation
:
it has been shown that the critical wave speed
:
Other types of equations used to model
population dynamics through space include
reaction–diffusion equations and
metapopulation equations. However, diffusion equations do not as easily allow for the inclusion of explicit dispersal patterns and are only biologically accurate for populations with overlapping generations.
[Kot, Mark and William M Schaffer. 1986. Discrete-Time Growth Dispersal Models. ''Mathematical Biosciences''. 80:109-136] Metapopulation equations are different from integrodifference equations in the fact that they break the population down into discrete patches rather than a continuous landscape.
References
{{DEFAULTSORT:Integrodifference Equation
Mathematical and theoretical biology
Recurrence relations