Linear control ODE - exponential convergence?

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Discussion Overview

The discussion revolves around a linear ordinary differential equation (ODE) related to control theory, specifically examining the behavior of the solution \( u(t) \) in relation to a time-dependent function \( \alpha(t) \). Participants explore the conditions under which \( u(t) \) converges to \( \alpha(t} \) and whether this convergence is exponential.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested

Main Points Raised

  • Peter presents an ODE and conjectures that \( \lim_{t\to\infty} u(t) - \alpha(t) = 0 \) with exponential convergence, seeking a proof or validation of this intuition.
  • Another participant suggests that for a solution \( u(t) \) to exist under the given constraints, there are additional requirements on \( \alpha(t) \), hinting at a need for it to be non-increasing or to approach certain behavior.
  • A separate inquiry about constructing a linear ODE with constant coefficients from a given fundamental solution set raises questions about the process of deriving the ODE from its solutions.
  • A participant proposes a specific form for \( \alpha(t) \) and analyzes the convergence of \( u(t) \) under this scenario, suggesting that \( u(t) \) converges to a constant \( A \) while noting that the difference between \( u(t) \) and \( \alpha(t) \) can exceed \( A \) at times.

Areas of Agreement / Disagreement

Participants express differing views on the behavior of \( u(t) \) and the conditions on \( \alpha(t) \). There is no consensus on the proof of exponential convergence or the specific constraints required for \( \alpha(t) \). The discussion remains unresolved regarding the general behavior of the solutions.

Contextual Notes

Participants mention various assumptions about the behavior of \( \alpha(t) \) and the existence of solutions, but these assumptions are not fully explored or agreed upon. The mathematical steps leading to conclusions about convergence are also not fully resolved.

haluza
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Hello,

I'm having hard times with the following simple linear ODE coming from a control problem:
$$u(t)' \leq \alpha(t) - u(t)\,,\quad u(0) = u_0 > 0$$
with a given smooth α(t) satisfying
$$0 \leq \alpha(t) \leq u(t) \quad\mbox{for all } t\geq 0.$$
My intuition is that $$\lim_{t\to\infty} u(t) - \alpha(t) = 0,$$
and that the convergence is exponential, i.e., $$|u(t) - \alpha(t)| = u(t) - \alpha(t) \leq c_1 e^{-c_2 t}.$$
For instance, if α was a constant, then the exponential convergence clearly holds (just solve the related ODE and use a "maximum principle").
Do you see a simple proof for time-dependent α (could not prove neither of the "statements" - probably I'm missing something very elementary); or is my intuition wrong?

Many thanks, Peter
 
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For a u(t) to exist satisfying those constraints puts constraints on α(t). Not exactly that it is monotonic non-increasing, but something approaching that. Do you know of such a constraint (beyond that implied)?
 
For the fundamental solution set S={ex,e2x,e3x} can we construct a linear ODE with constant coefficients?

I have verified that the solution set is linearly independent via wronskian. I have got the annihilators as (D-1),(D-2),(D-3). However after that I'm not sure how to proceed. What do I do to get the ODE?

Thanks
 
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Consider α(t) as follows:
In the nth period of time B, α(t) = A > 0, except for the last e-n, where it is 0. If u'(t) = α(t) - u(t) and vn = u(Bn) - A,
vn+1 = vne-B - A(1-e-e-n)
> vne-B - Ae-n
So vn > wn where
wn+1 = wne-B - Ae-n
which I believe gives:
wn = Ce-Bn - Ae-n/(e-1-e-B)
wn tends to 0 as n goes to infinity, not going negative. Hence u(t) converges to A, and the difference between u and α exceeds A on occasions beyond any specified t.
 

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