Determine for the flow of a differential equation

In summary: Then x'(t) = \phi_t'(x_0) = f(t,\phi_t(x_0)) = f(t,x(t)). The differential equation is thus x'(t) = F(t,x(t)) where F(t,x) = f(t,x) - x.
  • #1
Askhwhelp
86
0
In each of the following cases, we define a function
:
##\phi##: ##{\mathbb R} \times {\mathbb R}^3 \rightarrow {\mathbb R}^3 ##
. Determine in
each case whether this function could be the flow of a differential equation, and write
down the differential equation.

(a) ##\phi_t(\vec{x}) = (8,1,0)##,

(b) ##\phi_t(\vec{x}) = \vec{x} \ \text{for all } t, ##

(c) ##\phi_t(\vec{x}) = \vec{x} + (t,t,t).##

Could anyone helps me to decide how to determine the flow of a differential equation as I have trouble understanding what is the flow of a differential equation, and write down the differential equations?
 
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  • #2
I'll make a stab at fixing up the Latex, but something still seems to be wrong:
Askhwhelp said:
In each of the following cases, we define a function ##\phi: {\mathbb R} \times {\mathbb R}^3 \rightarrow {\mathbb R}^3 ##. Determine in each case whether this function could be the flow of a differential equation, and write down the differential equation.

(a) ##\phi_t(\vec{x}) = \vec{x} = (8,1,0)##,

(b) ##\phi_t(\vec{x}) = \vec{x} = \vec{x} \ \text{for all } t, ##

(c) ##\phi_t(\vec{x}) = \vec{x} + (t,t,t)##

Could anyone helps me to decide how to determine the flow of a differential equation as I have trouble understanding what is the flow of a differential equation, and write down the differential equations?
What does ##\phi_t(\vec{x}) = \vec{x} = (8,1,0)## mean? Should it be ##\phi_t(\vec{x}) = \vec{x} + (8,1,0)##?
As to what the flow of a differential equation means, try a net search. E.g. http://www.math.sjsu.edu/~simic/Fall05/Math134/flows.pdf.
 
  • #3
haruspex said:
I'll make a stab at fixing up the Latex, but something still seems to be wrong:

What does ##\phi_t(\vec{x}) = \vec{x} = (8,1,0)## mean? Should it be ##\phi_t(\vec{x}) = \vec{x} + (8,1,0)##?
As to what the flow of a differential equation means, try a net search. E.g. http://www.math.sjsu.edu/~simic/Fall05/Math134/flows.pdf.

it should be a) ##\phi_t(\vec{x}) = (8,1,0)## and b) ##\phi_t(\vec{x}) = \vec{x} ##for all t?
 
  • #4
Thank you for the article ... I am still confused by it...Could you show what it means by example?
 
  • #5
Askhwhelp said:
Thank you for the article ... I am still confused by it...Could you show what it means by example?
I'll try to explain in words.
If you have an ODE dX/dt=F(X), where X is an n-dimensional vector and F is an n-dimensional function of it, then you can think of it as a vector field: at each point X in the space there is a vector F(X) pointing from it. You can imagine starting at some point X0 in the space and following the chain of vectors for 'time' t. The point we reach is represented as φt(X0). Thus, φt is a function which takes the whole space and maps each point to where it would be at time t. Or we can write φ(t,X0) = φt(X0), making φ a function :[itex]\Re\times\Re^n\rightarrow\Re^n[/itex]. This is known as the 'flow'.
 
  • #6
haruspex said:
I'll try to explain in words.
If you have an ODE dX/dt=F(X), where X is an n-dimensional vector and F is an n-dimensional function of it, then you can think of it as a vector field: at each point X in the space there is a vector F(X) pointing from it. You can imagine starting at some point X0 in the space and following the chain of vectors for 'time' t. The point we reach is represented as φt(X0). Thus, φt is a function which takes the whole space and maps each point to where it would be at time t. Or we can write φ(t,X0) = φt(X0), making φ a function :[itex]\Re\times\Re^n\rightarrow\Re^n[/itex]. This is known as the 'flow'.

i still don't see how dX/dt=F(X) relates to φ(t,X0) = φt? Especially related to setup of my question
 
  • #7
Askhwhelp said:
In each of the following cases, we define a function
:
##\phi##: ##{\mathbb R} \times {\mathbb R}^3 \rightarrow {\mathbb R}^3 ##
. Determine in
each case whether this function could be the flow of a differential equation, and write
down the differential equation.

(a) ##\phi_t(\vec{x}) = (8,1,0)##,

(b) ##\phi_t(\vec{x}) = \vec{x} \ \text{for all } t, ##

(c) ##\phi_t(\vec{x}) = \vec{x} + (t,t,t).##

Could anyone helps me to decide how to determine the flow of a differential equation as I have trouble understanding what is the flow of a differential equation, and write down the differential equations?

A flow on [itex]\mathbb{R}^3[/itex] is a differentiable function [itex]f: \mathbb{R} \times \mathbb{R}^3 \to \mathbb{R}^3[/itex] such that the restrictions [itex]f_t : \mathbb{R}^3 \to \mathbb{R}^3 : x \mapsto f(t,x)[/itex] satisfy:
  • [itex]f_0(x) = x[/itex] for all [itex]x \in \mathbb{R}^3[/itex].
  • [itex]f_t(f_s(x)) = f_{t+s}(x) = f_s(f_t(x))[/itex] for all [itex]x \in \mathbb{R}^3[/itex] and all [itex]t \in \mathbb{R}[/itex] and all [itex]s \in \mathbb{R}[/itex].
Note that these conditions require [itex]f_0 = f_t \circ f_{-t}[/itex] so that [itex]f_{-t} = f_t^{-1}[/itex] and each [itex]f_t[/itex] is invertible.

To find the differential equation, set [itex]x(t) = \phi_t(x_0)[/itex] for arbitrary constant [itex]x_0[/itex] and differentiate with respect to [itex]t[/itex].
 

FAQ: Determine for the flow of a differential equation

What is meant by "flow" in the context of a differential equation?

The term "flow" in this context refers to the behavior or evolution of a system over time, as described by the differential equation. It represents the change of the system's state with respect to time.

What information is needed to determine the flow of a differential equation?

To determine the flow of a differential equation, you will need the initial conditions of the system, as well as the equation itself. The initial conditions refer to the values of the system's variables at a specific starting point in time.

How is the flow of a differential equation represented mathematically?

The flow of a differential equation is represented by a slope field or a vector field, which shows the direction and magnitude of the system's change at different points in time. It can also be represented by a solution curve, which plots the values of the system's variables over time.

What is the purpose of determining the flow of a differential equation?

Determining the flow of a differential equation allows us to understand how a system will behave over time. This information is crucial in many scientific and engineering fields, such as physics, chemistry, and economics, as it helps us make predictions and solve real-world problems.

Can the flow of a differential equation change over time?

Yes, the flow of a differential equation can change over time as the system's variables and parameters change. This is why it is important to continuously analyze and update the flow of a differential equation in order to accurately predict the behavior of the system.

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