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Question

Consider the system of ordinary differential equations 

                                      $\frac{dx}{dt} = Mx$, 

where $M$ is a $6 \times 6$ skew-symmetric matrix with entries in $\mathbb{R}$. Then, for this system, the origin is a stable critical point for

The correct answer is
any such matrix M

To solve this problem, we need to understand the behavior of the dynamical system represented by the differential equation:

\(\frac{dx}{dt} = Mx\)

where \(M\) is a \(6 \times 6\) skew-symmetric matrix. A matrix \(M\) is called skew-symmetric if its transpose is equal to its negative, i.e., \(M^T = -M\).

Let's explore the properties of such matrices and how they affect the stability of the system's critical points, specifically the origin.

Properties of Skew-Symmetric Matrices

  • All eigenvalues of a real skew-symmetric matrix are either zero or purely imaginary.
  • The eigenvalues occur in conjugate pairs, hence the real part of all eigenvalues is zero.

Given these properties, a skew-symmetric matrix has no real positive eigenvalues (all eigenvalues have zero real parts).

Stability Analysis of the Origin

The origin in a dynamical system \(\frac{dx}{dt} = Mx\) is asymptotically stable if all eigenvalues of \(M\) have negative real parts. In the case of skew-symmetric matrices:

  • Since all eigenvalues are either zero or purely imaginary, the real part of every eigenvalue is zero.

This implies that while the origin is not asymptotically stable (asymptotic stability requires all eigenvalues to have strictly negative real parts), it is a stable critical point. In stability terms, the system will not diverge but also will not necessarily converge to the origin.

Given this analysis, the origin is guaranteed to be a stable critical point for any skew-symmetric matrix \(M\), regardless of its rank. Hence, the answer is:

  • Option: any such matrix M

Thus, the option "any such matrix M" correctly describes the condition under which the origin is a stable point.

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Important Questions from Virtual Memory

  1. Which of the following cloud concept/s is/are related to pooling and sharing of resources?

    (A) Virtual Memory

    (B) Service

    (C) Virtualization

    Choose the correct answer from the options given below:

  2. The time required to wait until Read/Write head comes under a desired sector is known as ______

  3. Size of virtual memory depends on

  4. If two non-continuous free partition of size ‘a’ and ‘b’ are available. A process of size ‘c’ cannot be allocated even when a + b > c, a < c and b < c. This problem is known as _______.

  5. Arrange the process of virtualization in cloud environments.
    A. Hypervisor installed on physical server
    B. Virtual machines created
    C. Resources allocated to Virtual machines
    D. Virtual machines run isolated workloads
    Choose the correct answer from the options given below:
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