The measure of uncertainty in a system of symbols is called:

2011

The measure of uncertainty in a system of symbols is called:

Answer: B. EntropyConceptIn information theory, the uncertainty associated with a random variable or symbol source is quantified by Shannon entropy. For symbol probabilities…

  1. A.

    Bandwidth

  2. B.

    Entropy

  3. C.

    Loss

  4. D.

    Quantum

Attempted by 23 students.

Show answer & explanation

Correct answer: B

Concept

In information theory, the uncertainty associated with a random variable or symbol source is quantified by Shannon entropy.

For symbol probabilities pi, its value is H(X) = -Σ pi log2 pi bits per symbol.

Application

The stem asks for the name of the quantity that measures uncertainty in a system of symbols. That information-theory quantity is entropy.

Contrast and cross-check

  • Bandwidth describes an available frequency range or a channel capacity context; it does not name the probability-based quantity H(X).

  • Loss describes attenuation, missing data, or reduced fidelity; it is not the distribution-based measure H(X).

  • Quantum denotes a discrete unit in quantum theory; it is not the classical symbol-source measure H(X).

For n equally likely symbols, H(X) = log2 n, so uncertainty increases as the number of equally likely outcomes grows. For a certain symbol, H(X) = 0. This behavior confirms the uncertainty interpretation.

Therefore, the required term is entropy.

Explore the full course: Nta Ugc Net Paper 2

Loading lesson…