Determine for the flow of a differential equation

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SUMMARY

The discussion focuses on determining whether specific functions can represent the flow of a differential equation. The functions examined are: (a) ##\phi_t(\vec{x}) = (8,1,0)##, (b) ##\phi_t(\vec{x}) = \vec{x}## for all t, and (c) ##\phi_t(\vec{x}) = \vec{x} + (t,t,t)##. The flow of a differential equation is defined as a differentiable function that satisfies specific conditions, including the identity at time zero and the property of composition. The differential equations corresponding to these flows can be derived by differentiating the function with respect to time.

PREREQUISITES
  • Understanding of differential equations and flows
  • Familiarity with vector fields and their properties
  • Knowledge of differentiable functions and their derivatives
  • Basic concepts of mathematical notation, particularly in LaTeX
NEXT STEPS
  • Study the properties of flows in differential equations
  • Learn how to derive differential equations from flow functions
  • Explore vector fields and their applications in ODEs
  • Review examples of flows in mathematical literature, such as the provided link to flows.pdf
USEFUL FOR

Mathematicians, students of differential equations, and anyone interested in the analysis of flows in vector fields will benefit from this discussion.

Askhwhelp
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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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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.
 
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?
 
Thank you for the article ... I am still confused by it...Could you show what it means by example?
 
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 :\Re\times\Re^n\rightarrow\Re^n. This is known as the 'flow'.
 
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 :\Re\times\Re^n\rightarrow\Re^n. 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
 
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 \mathbb{R}^3 is a differentiable function f: \mathbb{R} \times \mathbb{R}^3 \to \mathbb{R}^3 such that the restrictions f_t : \mathbb{R}^3 \to \mathbb{R}^3 : x \mapsto f(t,x) satisfy:
  • f_0(x) = x for all x \in \mathbb{R}^3.
  • f_t(f_s(x)) = f_{t+s}(x) = f_s(f_t(x)) for all x \in \mathbb{R}^3 and all t \in \mathbb{R} and all s \in \mathbb{R}.
Note that these conditions require f_0 = f_t \circ f_{-t} so that f_{-t} = f_t^{-1} and each f_t is invertible.

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

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