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Miscellaneous Exercise · Q16

Q.If θ\theta is the angle between two vectors a⃗\vec{a} and b⃗\vec{b}, then a⃗⋅b⃗≥0\vec{a}\cdot\vec{b}\ge 0 only when (A) 0<θ<π20<\theta<\frac{\pi}{2} (B) 0≤θ≤π20\le\theta\le\frac{\pi}{2} (C) 0<θ<π0<\theta<\pi (D) 0≤θ≤π0\le\theta\le\pi

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The dot product a⃗⋅b⃗=∣a⃗∣∣b⃗∣cos⁡θ\vec{a}\cdot\vec{b} = |\vec{a}||\vec{b}|\cos\theta is non-negative when cos⁡θ≥0\cos\theta \ge 0, which occurs for 0≤θ≤π20 \le \theta \le \frac{\pi}{2}. The correct option is (B).

The key to this problem lies entirely in the geometric definition of the dot product. When you see a question about the sign of a⃗⋅b⃗\vec{a}\cdot\vec{b}, your first thought should be: what does the dot product tell us about the angle between the vectors?

The dot product is defined as:

a⃗⋅b⃗=∣a⃗∣∣b⃗∣cos⁡θ\vec{a}\cdot\vec{b} = |\vec{a}||\vec{b}|\cos\theta

where θ\theta is the angle between the two vectors, measured from a⃗\vec{a} to b⃗\vec{b}, and always taken between 00 and π\pi (inclusive).

Since the magnitudes ∣a⃗∣|\vec{a}| and ∣b⃗∣|\vec{b}| are always non-negative (they are lengths), the sign of the dot product is entirely determined by the sign of cos⁡θ\cos\theta.

  1. When is cos⁡θ≥0\cos\theta \ge 0?

    The cosine function is non-negative in the first quadrant and at the boundaries. Specifically:

    • cos⁡θ=1\cos\theta = 1 when θ=0\theta = 0 (vectors point in exactly the same direction)
    • cos⁡θ>0\cos\theta > 0 when 0<θ<π20 < \theta < \frac{\pi}{2} (vectors point in generally the same direction, with an acute angle between them)
    • cos⁡θ=0\cos\theta = 0 when θ=π2\theta = \frac{\pi}{2} (vectors are perpendicular)
    • cos⁡θ<0\cos\theta < 0 when π2<θ≤π\frac{\pi}{2} < \theta \le \pi (vectors point in generally opposite directions, with an obtuse angle)
  2. Translating to the dot product condition

    The problem asks for a⃗⋅b⃗≥0\vec{a}\cdot\vec{b} \ge 0, which means the dot product is either positive or zero. From the above:

    • Positive dot product: 0<θ<π20 < \theta < \frac{\pi}{2}
    • Zero dot product: θ=0\theta = 0 or θ=π2\theta = \frac{\pi}{2}

    Combining these, the condition a⃗⋅b⃗≥0\vec{a}\cdot\vec{b} \ge 0 holds when 0≤θ≤π20 \le \theta \le \frac{\pi}{2}. …

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