In
mathematics
Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, an integral curve is a
parametric curve that represents a specific solution to an
ordinary differential equation or system of equations.
Name
Integral curves are known by various other names, depending on the nature and interpretation of the differential equation or vector field. In
physics, integral curves for an
electric field
An electric field (sometimes E-field) is the physical field that surrounds electrically charged particles and exerts force on all other charged particles in the field, either attracting or repelling them. It also refers to the physical field fo ...
or
magnetic field
A magnetic field is a vector field that describes the magnetic influence on moving electric charges, electric currents, and magnetic materials. A moving charge in a magnetic field experiences a force perpendicular to its own velocity and to ...
are known as
field lines, and integral curves for the
velocity field of a
fluid
In physics, a fluid is a liquid, gas, or other material that continuously deforms (''flows'') under an applied shear stress, or external force. They have zero shear modulus, or, in simpler terms, are substances which cannot resist any shear ...
are known as
streamlines. In
dynamical systems
In mathematics, a dynamical system is a system in which a function describes the time dependence of a point in an ambient space. Examples include the mathematical models that describe the swinging of a clock pendulum, the flow of water in a p ...
, the integral curves for a differential equation that governs a
system
A system is a group of Interaction, interacting or interrelated elements that act according to a set of rules to form a unified whole. A system, surrounded and influenced by its environment (systems), environment, is described by its boundaries, ...
are referred to as
trajectories
A trajectory or flight path is the path that an object with mass in motion follows through space as a function of time. In classical mechanics, a trajectory is defined by Hamiltonian mechanics via canonical coordinates; hence, a complete traj ...
or
orbits.
Definition
Suppose that F is a static
vector field, that is, a
vector-valued function with
Cartesian coordinates
A Cartesian coordinate system (, ) in a plane is a coordinate system that specifies each point uniquely by a pair of numerical coordinates, which are the signed distances to the point from two fixed perpendicular oriented lines, measured in t ...
(''F''
1,''F''
2,...,''F''
''n''), and that x(''t'') is a
parametric curve with Cartesian coordinates (''x''
1(''t''),''x''
2(''t''),...,''x''
''n''(''t'')). Then x(''t'') is an integral curve of F if it is a solution of the
autonomous system Autonomous system may refer to:
* Autonomous system (Internet), a collection of IP networks and routers under the control of one entity
* Autonomous system (mathematics), a system of ordinary differential equations which does not depend on the inde ...
of ordinary differential equations,
:
Such a system may be written as a single vector equation,
:
This equation says that the vector tangent to the curve at any point x(''t'') along the curve is precisely the vector F(x(''t'')), and so the curve x(''t'') is tangent at each point to the vector field F.
If a given vector field is
Lipschitz continuous, then the
Picard–Lindelöf theorem implies that there exists a unique flow for small time.
Examples
If the differential equation is represented as a
vector field or
slope field, then the corresponding integral curves are
tangent to the field at each point.
Generalization to differentiable manifolds
Definition
Let ''M'' be a
Banach manifold of class ''C''
''r'' with ''r'' ≥ 2. As usual, T''M'' denotes the
tangent bundle of ''M'' with its natural
projection
Projection, projections or projective may refer to:
Physics
* Projection (physics), the action/process of light, heat, or sound reflecting from a surface to another in a different direction
* The display of images by a projector
Optics, graphic ...
''π''
''M'' : T''M'' → ''M'' given by
:
A vector field on ''M'' is a
cross-section
Cross section may refer to:
* Cross section (geometry)
** Cross-sectional views in architecture & engineering 3D
*Cross section (geology)
* Cross section (electronics)
* Radar cross section, measure of detectability
* Cross section (physics)
**Ab ...
of the tangent bundle T''M'', i.e. an assignment to every point of the manifold ''M'' of a tangent vector to ''M'' at that point. Let ''X'' be a vector field on ''M'' of class ''C''
''r''−1 and let ''p'' ∈ ''M''. An integral curve for ''X'' passing through ''p'' at time ''t''
0 is a curve ''α'' : ''J'' → ''M'' of class ''C''
''r''−1, defined on an
open interval
In mathematics, a (real) interval is a set of real numbers that contains all real numbers lying between any two numbers of the set. For example, the set of numbers satisfying is an interval which contains , , and all numbers in between. Other ...
''J'' of the
real line
In elementary mathematics, a number line is a picture of a graduated straight line (geometry), line that serves as visual representation of the real numbers. Every point of a number line is assumed to correspond to a real number, and every real ...
R containing ''t''
0, such that
:
:
Relationship to ordinary differential equations
The above definition of an integral curve ''α'' for a vector field ''X'', passing through ''p'' at time ''t''
0, is the same as saying that ''α'' is a local solution to the ordinary differential equation/initial value problem
:
:
It is local in the sense that it is defined only for times in ''J'', and not necessarily for all ''t'' ≥ ''t''
0 (let alone ''t'' ≤ ''t''
0). Thus, the problem of proving the existence and uniqueness of integral curves is the same as that of finding solutions to ordinary differential equations/initial value problems and showing that they are unique.
Remarks on the time derivative
In the above, ''α''′(''t'') denotes the derivative of ''α'' at time ''t'', the "direction ''α'' is pointing" at time ''t''. From a more abstract viewpoint, this is the
Fréchet derivative:
:
In the special case that ''M'' is some
open subset
In mathematics, open sets are a generalization of open intervals in the real line.
In a metric space (a set along with a distance defined between any two points), open sets are the sets that, with every point , contain all points that are suff ...
of R
''n'', this is the familiar derivative
:
where ''α''
1, ..., ''α''
''n'' are the coordinates for ''α'' with respect to the usual coordinate directions.
The same thing may be phrased even more abstractly in terms of
induced maps. Note that the tangent bundle T''J'' of ''J'' is the
trivial bundle ''J'' × R and there is a
canonical cross-section ''ι'' of this bundle such that ''ι''(''t'') = 1 (or, more precisely, (''t'', 1) ∈ ''ι'') for all ''t'' ∈ ''J''. The curve ''α'' induces a
bundle map ''α''
∗ : T''J'' → T''M'' so that the following diagram commutes:
:
Then the time derivative ''α''′ is the
composition ''α''′ = ''α''
∗ o ''ι'', and ''α''′(''t'') is its value at some point ''t'' ∈ ''J''.
References
*
{{Manifolds
Differential geometry
Ordinary differential equations