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Question

Let us consider the following two initial value problems

(P) \(\left\{\begin{array}{l} \rm x^{\prime}(t)=\sqrt{x(t)}, t>0, \\ \rm x(0)=0,\end{array}\right.\)

and

(Q) \(\left\{\begin{array}{l} \rm y^{\prime}(t)=-\sqrt{y(t)}, t>0, \\ \rm y(0)=0 .\end{array}\right.\)

Which of the following statements are true?

Initial Value Problems Analysis

We are given two initial value problems (IVPs) and asked to determine the nature of their solutions (unique or infinitely many) on the interval $[0, \infty)$. Let's analyze each problem separately.

Problem (P): \( \rm x^{\prime}(t)=\sqrt{x(t)}, t>0, x(0)=0 \)

This is a first-order ordinary differential equation with an initial condition. The equation is of the form \(x'(t) = f(x(t))\), where \(f(x) = \sqrt{x}\). The initial condition is \(x(0)=0\).

To analyze the uniqueness of solutions for such an IVP, we often use the Picard-Lindelöf theorem. This theorem guarantees a unique solution in a neighborhood of the initial point if the function \(f(x)\) is continuous and Lipschitz continuous with respect to \(x\) in that neighborhood.

  • The function \(f(x) = \sqrt{x}\) is continuous for \(x \ge 0\). Since the initial condition is \(x(0)=0\), we need to check continuity near \(x=0\). It is continuous at \(x=0\).
  • Now let's check for Lipschitz continuity at \(x=0\). A function \(f\) is Lipschitz continuous at \(x_0\) if there exists a constant \(L > 0\) such that \(|f(x) - f(x_0)| \le L|x - x_0|\) for all \(x\) in some neighborhood of \(x_0\). At \(x_0=0\), this condition becomes \(|\sqrt{x} - \sqrt{0}| \le L|x - 0|\) for \(x\) near 0, i.e., \(\sqrt{x} \le L|x|\). For \(x > 0\) near 0, this is \(\sqrt{x} \le Lx\). Dividing by \(x\) (assuming \(x>0\)), we get \(\frac{\sqrt{x}}{x} \le L\), which simplifies to \(\frac{1}{\sqrt{x}} \le L\). As \(x \to 0^+\), \(\frac{1}{\sqrt{x}}\) approaches infinity. Thus, no such finite constant \(L\) exists. The function \(f(x)=\sqrt{x}\) is continuous but not Lipschitz continuous at \(x=0\).

Since the Lipschitz condition is not met at the initial point \(x=0\), the Picard-Lindelöf theorem does not guarantee uniqueness. Let's look for solutions.

  • One obvious solution is the trivial solution \(x(t) = 0\) for all \(t \ge 0\). We can check this: \(x'(t) = 0\), and \(\sqrt{x(t)} = \sqrt{0} = 0\). So \(x'(t) = \sqrt{x(t)}\) holds. The initial condition \(x(0)=0\) is also satisfied.
  • Let's look for non-trivial solutions. For \(x(t) > 0\), we can separate variables: \[ \frac{dx}{\sqrt{x}} = dt \] Integrating both sides: \[ \int \frac{1}{\sqrt{x}} dx = \int dt \] \[ 2\sqrt{x} = t + C \] Using the initial condition \(x(0)=0\), we get \(2\sqrt{0} = 0 + C\), which implies \(C=0\). So, \(2\sqrt{x} = t\), which gives \(\sqrt{x} = \frac{t}{2}\). Squaring both sides, we get \(x(t) = \left(\frac{t}{2}\right)^2 = \frac{t^2}{4}\). This solution is valid for \(t \ge 0\). Let's check: \(x'(t) = \frac{2t}{4} = \frac{t}{2}\), and \(\sqrt{x(t)} = \sqrt{\frac{t^2}{4}} = \frac{|t|}{2}\). Since we consider \(t \ge 0\), \(\sqrt{x(t)} = \frac{t}{2}\). So \(x'(t) = \sqrt{x(t)}\) holds for \(t \ge 0\), and \(x(0) = 0^2/4 = 0\). This is another solution.
  • We can construct even more solutions by combining the trivial solution with the non-trivial one. Consider a solution that stays at 0 for some time \(t_0 \ge 0\) and then follows the quadratic form. Let's define a family of functions: \[ x_{t_0}(t) = \begin{cases} 0 & 0 \le t \le t_0 \\ \frac{1}{4}(t-t_0)^2 & t > t_0 \end{cases} \] For \(t_0=0\), this gives \(x_0(t) = \frac{1}{4}t^2\) for \(t > 0\) and \(x_0(0)=0\), which is just \(x(t)=\frac{t^2}{4}\) for \(t \ge 0\). For \(t_0 > 0\), let's check if \(x_{t_0}(t)\) is a solution.
    • If \(0 \le t < t_0\), \(x_{t_0}(t)=0\), so \(x'_{t_0}(t)=0\) and \(\sqrt{x_{t_0}(t)}=\sqrt{0}=0\). The ODE holds.
    • If \(t > t_0\), \(x_{t_0}(t)=\frac{1}{4}(t-t_0)^2\), so \(x'_{t_0}(t) = \frac{1}{4} \cdot 2(t-t_0) = \frac{1}{2}(t-t_0)\). Also, \(\sqrt{x_{t_0}(t)} = \sqrt{\frac{1}{4}(t-t_0)^2} = \sqrt{\frac{1}{4}}|t-t_0| = \frac{1}{2}(t-t_0)\) since \(t > t_0\). The ODE holds.
    • At \(t=t_0\), \(x_{t_0}(t_0)=0\). The limits of \(x'_{t_0}(t)\) from the left and right are \(\lim_{t \to t_0^-} 0 = 0\) and \(\lim_{t \to t_0^+} \frac{1}{2}(t-t_0) = 0\). So \(x'_{t_0}(t_0)=0\). Also \(\sqrt{x_{t_0}(t_0)} = \sqrt{0} = 0\). The ODE holds at \(t=t_0\).
    • The initial condition \(x_{t_0}(0)=0\) is satisfied for any \(t_0 \ge 0\).
    Since \(t_0\) can be any non-negative real number, this construction gives infinitely many distinct solutions for problem (P) in $[0, \infty)$. This includes the solution \(x(t)=0\) (corresponding to \(t_0 \to \infty\)).

Problem (Q): \( \rm y^{\prime}(t)=-\sqrt{y(t)}, t>0, y(0)=0 \)

This is another first-order ordinary differential equation with an initial condition. The equation is of the form \(y'(t) = g(y(t))\), where \(g(y) = -\sqrt{y}\). The initial condition is \(y(0)=0\).

  • The function \(g(y) = -\sqrt{y}\) is continuous for \(y \ge 0\). At the initial point \(y=0\), it is continuous.
  • Now let's check for Lipschitz continuity at \(y=0\). We need \(|g(y) - g(0)| \le L|y - 0|\) for \(y\) near 0. This becomes \(|-\sqrt{y} - (-\sqrt{0})| \le L|y|\) for \(y\) near 0, i.e., \(\sqrt{y} \le L|y|\). For \(y > 0\) near 0, this is \(\sqrt{y} \le Ly\), which means \(\frac{1}{\sqrt{y}} \le L\). As \(y \to 0^+\), \(\frac{1}{\sqrt{y}}\) approaches infinity. Thus, \(g(y)=-\sqrt{y}\) is continuous but not Lipschitz continuous at \(y=0\).

Again, Picard-Lindelöf does not guarantee uniqueness. Let's look for solutions.

  • The trivial solution \(y(t) = 0\) for all \(t \ge 0\) is a solution: \(y'(t)=0\), \(-\sqrt{y(t)} = -\sqrt{0}=0\), so \(y'(t) = -\sqrt{y(t)}\) holds. The initial condition \(y(0)=0\) is satisfied.
  • Let's look for non-trivial solutions for \(t > 0\). For \(\sqrt{y(t)}\) to be defined, we must have \(y(t) \ge 0\). The ODE is \(y'(t) = -\sqrt{y(t)}\). Since \(\sqrt{y(t)} \ge 0\), \(-\sqrt{y(t)} \le 0\). Thus, \(y'(t) \le 0\), which means \(y(t)\) must be a non-increasing function.
  • Given the initial condition \(y(0)=0\), and the requirement that \(y(t) \ge 0\) for all \(t \ge 0\) (because \(\sqrt{y(t)}\) is in the equation), the only non-increasing function that starts at 0 and stays non-negative is \(y(t) = 0\) for all \(t \ge 0\).
  • Suppose there was some \(t_1 > 0\) such that \(y(t_1) > 0\). Since \(y(t)\) is non-increasing and \(y(0)=0\), this is not possible. A non-increasing function starting at 0 can only be positive if it was positive at an earlier point, which contradicts the starting point being 0. More formally, if \(y(t_1) > 0\) for some \(t_1 > 0\), then since \(y(t)\) is non-increasing, \(y(t) \ge y(t_1) > 0\) for all \(t \in [0, t_1]\). But this contradicts \(y(0)=0\). Therefore, \(y(t)\) must be 0 for all \(t \ge 0\).

So, for problem (Q), the only solution is \(y(t)=0\) for all \(t \ge 0\). This means problem (Q) has a unique solution.

Summary of Findings

  • Problem (P) \(x'(t) = \sqrt{x(t)}\), \(x(0)=0\) has infinitely many solutions in $[0, \infty)$.
  • Problem (Q) \(y'(t) = -\sqrt{y(t)}\), \(y(0)=0\) has a unique solution in $[0, \infty)$.

Let's review the statements:

  1. (P) has a unique solution in [0, ∞). (False)
  2. (Q) has a unique solution in [0, ∞). (True)
  3. (P) has infinitely many solutions in [0, ∞). (True)
  4. (Q) has infinitely many solutions in [0, ∞). (False)

Based on our analysis, statements 2 and 3 are true.

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Important Questions from Initial Value Problem

  1. Initial value problem, \(\rm x \frac{d y}{d x}=y\), y(0) = 0, x > 0

  2. Consider the eigenvalue problem

    ((1 + x4)y')' + λy = 0, x ∈ (0, 1),

    y(0) = 0, y(1) + 2y'(1) = 0.

    Then which of the following statements are true? 

  3. Consider the following two initial value ODEs

    (A) \(\frac{dx}{dt}=x^3,x(0)=1;\)

    (B) \(\frac{dx}{dt}=x\sin x^2,x(0)=2.\)

    Related to these ODEs, we make the following assertions.

    I. The solution to (A) blows up in finite time.

    II. The solution to (B) blows up in finite time.

    Which of the following statements is true?

  4. Let y0 > 0, z0 > 0 and α > 1.

    Consider the following two differential equations:
    \(\begin{aligned} &(*)\left\{\begin{array}{l} \frac{d y}{d t}=y^\alpha \quad \text { for } t>0, \\ y(0)=y_0 \end{array}\right. \\ &(* *)\left\{\begin{array}{l} \frac{d z}{d t}=-z^\alpha \quad \text { for } t>0, \\ z(0)=z_0 \end{array}\right. \end{aligned}\)
    We say that the solution to a differential equation exists globally if it exists for all t > 0.

    Which of the following statements is true?

  5. Let f ∶ ℝ2 → ℝ be a locally Lipschitz function. Consider the initial value problem

    ẋ = f(t, x), x(t0) = x0

    for (t0, x0) ∈ ℝ2. Suppose that J(t0, x0) represents the maximal interval of existence for the initial value problem. Which of the following statements is true?

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