Q.Find the scalar components and magnitude of the vector joining the points P(x1,y1,z1) and Q(x2,y2,z2).
Concept understanding — Vector Magnitude Properties
Vector Magnitude Properties
An arrow has a direction and a length. That length — the straight-line distance from tail to tip — is the magnitude of the vector, written ∣v∣ or ∥v∥. It is always non-negative and tells you how much of something there is, ignoring direction.
Definition
Magnitude is the distance from the origin to the point the vector reaches — the Pythagorean theorem in n dimensions:
∣v∣=x2+y2(2D),∣v∣=x2+y2+z2(3D).
The four key properties
1. Non-negativity.
∣v∣≥0,∣v∣=0⟺v=0.
A length is never negative, and only the zero vector has zero length.
2. Scaling.
∣kv∣=∣k∣∣v∣.
Stretching a vector by k multiplies its length by ∣k∣ — the absolute value appears because a negative k flips direction but the length still grows by ∣k∣. E.g. if ∣v∣=3, then ∣−2v∣=2×3=6.
3. Triangle inequality.
∣u+v∣≤∣u∣+∣v∣.
The direct path is never longer than going the long way: the straight line from A to C is at most the distance A→B→C. Equality holds only when u and v point in exactly the same direction.
4. Dot-product relation.
∣v∣2=v⋅v.
The squared length equals the vector's dot product with itself, since v⋅v=x2+y2+z2. This is the workhorse in proofs and in physics (kinetic energy 21m∣v∣2).
Do not assume ∣u+v∣=∣u∣+∣v∣. That holds only when the vectors are parallel and same-sense; otherwise the left side is strictly smaller.
Two reflexes save time: seeing ∣u+v∣, think triangle inequality; seeing ∣kv∣, factor out ∣k∣. Use property 4 to turn a magnitude question into a dot-product computation.
The four core magnitude properties covered here — non-negativity, scaling, the triangle inequality, and the dot-product relation — are all part of the CBSE Class 12 Vector Algebra chapter and appear regularly in "magnitude of a vector properties and formula" search queries. These same properties are used to prove vector inequalities in JEE Main and JEE Advanced vector algebra problems.
Concept: Vector Magnitude Properties — the vector from P to Q is the difference of their position vectors, and its magnitude is the distance between the points.
The vector joining P to Q is
PQ=(x2−x1)i^+(y2−y1)j^+(z2−z1)k^.
Its scalar components are simply the differences in each coordinate:
x2−x1,y2−y1,z2−z1.
The magnitude (length) of PQ is the distance formula in 3D:
∣PQ∣=(x2−x1)2+(y2−y1)2+(z2−z1)2.
The scalar components are x2−x1, y2−y1, z2−z1 and the magnitude is (x2−x1)2+(y2−y1)2+(z2−z1)2.
The vector from P to Q is PQ=(x2−x1)i^+(y2−y1)j^+(z2−z1)k^, so its scalar components are the differences in coordinates, and its magnitude is (x2−x1)2+(y2−y1)2+(z2−z1)2.
The core idea here is simple: a vector in space is just a directed displacement. If you want the vector that takes you from point P to point Q, you need to find how far you move along each axis. That "how far" along each axis is exactly the difference in the corresponding coordinates.
Think of it this way: if you're at P and you want to reach Q, you first move along the x-axis by (x2−x1), then along the y-axis by (y2−y1), and finally along the z-axis by (z2−z1). These three numbers are the scalar components — they tell you the signed length of the projection of PQ onto each coordinate axis.
The magnitude of the vector is then just the straight-line distance between the two points, which comes from applying the Pythagorean theorem in three dimensions.
Let's break it down step by step.
-
Write the position vectors of the points.
The position vector of a point is simply the vector from the origin to that point.
For P(x1,y1,z1), the position vector is OP=x1i^+y1j^+z1k^.
For Q(x2,y2,z2), it is OQ=x2i^+y2j^+z2k^.
-
Find the vector from P to Q.
By the triangle law of vector addition, the vector from P to Q is the difference between the position vectors of Q and P:
PQ=OQ−OP
Substituting the expressions:
PQ=(x2i^+y2j^+z2k^)−(x1i^+y1j^+z1k^)
Grouping like components:
PQ=(x2−x1)i^+(y2−y1)j^+(z2−z1)k^
-
Identify the scalar components.
The scalar components are the coefficients of i^, j^, and k^ respectively. So:
- Component along x-axis: x2−x1
- Component along y-axis: y2−y1
- Component along z-axis: z2−z1
Watch outA common mistake is to write the components as x1−x2 instead of x2−x1. Remember: the vector goes from P to Q, so it's "head minus tail" — Q minus P.
-
Find the magnitude.
The magnitude of a vector a=axi^+ayj^+azk^ is given by ∣a∣=ax2+ay2+az2. Applying this to PQ:
∣PQ∣=(x2−x1)2+(y2−y1)2+(z2−z1)2
This is exactly the distance formula between two points in 3D space.
If you ever forget the formula, just think of the 2D case: distance between (x1,y1) and (x2,y2) is (x2−x1)2+(y2−y1)2. Adding a third dimension simply adds the (z2−z1)2 term under the square root.
The scalar components are x2−x1, y2−y1, and z2−z1, and the magnitude is (x2−x1)2+(y2−y1)2+(z2−z1)2.
Method: Scalar Components and Length of the Vector Joining Two Points
Use this to turn two points into the vector between them and find that vector's length.
Steps
Step 1: Subtract head minus tail
The vector from P to Q is
PQ=OQ−OP=(x2−x1)i^+(y2−y1)j^+(z2−z1)k^.
Always take terminal point Q minus initial point P — the direction P→Q dictates the order.
Step 2: Read off the scalar components
The scalar components are the coefficients of i^,j^,k^: the coordinate differences x2−x1,y2−y1,z2−z1.
Step 3: Apply the magnitude formula
∣PQ∣=(x2−x1)2+(y2−y1)2+(z2−z1)2,
the 3D distance between the points. Squaring removes any sign, so the length is the same either way — but the components depend on doing Q−P.
Common Mistakes
Mistake 1: Reversing the subtraction to P−Q
Why it's wrong: PQ goes from P to Q, so it is Q−P; using P−Q flips the sign of every component. Correct approach: head minus tail, i.e. x2−x1, not x1−x2.
Mistake 2: Confusing scalar components with direction cosines
Why it's wrong: scalar components are the raw coordinate differences; direction cosines are those differences divided by the magnitude. Correct approach: report x2−x1,y2−y1,z2−z1 unnormalised.
Mistake 3: Forgetting to square each difference
Why it's wrong: the magnitude is ∑(difference)2, not ∑∣difference∣. Correct approach: square, add, then take the root.
Showing the 12 most recent of 29 on this concept.
- CBSE 2023Set 65/1/11 markMCQQ.If a+b=i^ and a=2i^−2j^+2k^, then ∣b∣ equals : (A) 14 (B) 3 (C) 12 (D) 17
›Reveal solutionSolution
b=i^−a=−i^+2j^−2k^, so ∣b∣=3 — option (B).
We are given a+b=i^ and a=2i^−2j^+2k^.
Isolate b:
b=i^−a=i^−(2i^−2j^+2k^)=−i^+2j^−2k^.
Compute the magnitude:
∣b∣=(−1)2+22+(−2)2=1+4+4=9=3.
✓Final answer∣b∣=3 — option (B).
- CBSE 2026Set 65/3/11 markMCQQ.For any two vectors a and b, which of the following statements is always true? (A) a⋅b≤∣a∣∣b∣ (B) ∣a+b∣≥∣a∣+∣b∣ (C) ∣a−b∣=∣a∣−∣b∣ (D) ∣a×b∣≥∣a∣∣b∣
›Reveal solutionSolution
The dot product satisfies a⋅b=∣a∣∣b∣cosθ, and since cosθ≤1, we always have a⋅b≤∣a∣∣b∣. The correct option is (A).
The key here is to recall the geometric definitions of the dot product and cross product, and the triangle inequality for vector addition. Each option claims an inequality or equality that must hold for any two vectors — so we test each against the general formulas.
1. Option (A): a⋅b≤∣a∣∣b∣
The dot product is defined as a⋅b=∣a∣∣b∣cosθ, where θ is the angle between the vectors. Since cosθ ranges from −1 to 1, the product ∣a∣∣b∣cosθ can be as large as ∣a∣∣b∣ (when cosθ=1) and as small as −∣a∣∣b∣ (when cosθ=−1). Therefore, a⋅b≤∣a∣∣b∣ is always true — the dot product never exceeds the product of magnitudes.
TipThe inequality a⋅b≤∣a∣∣b∣ is actually a form of the Cauchy–Schwarz inequality, which holds for any inner product space.
2. Option (B): ∣a+b∣≥∣a∣+∣b∣
This is the reverse of the triangle inequality. The actual triangle inequality states ∣a+b∣≤∣a∣+∣b∣, with equality only when the vectors point in the same direction. So the given statement is false — for example, take a=(1,0) and b=(−1,0); then ∣a+b∣=0, which is not ≥2.
3. Option (C): ∣a−b∣=∣a∣−∣b∣
This would require the vectors to be parallel and pointing in the same direction, with ∣a∣≥∣b∣. In general, ∣a−b∣ depends on the angle between them. For instance, if a=(1,0) and b=(0,1), then ∣a−b∣=2, but ∣a∣−∣b∣=0. So this is not always true.
4. Option (D): ∣a×b∣≥∣a∣∣b∣
The magnitude of the cross product is ∣a×b∣=∣a∣∣b∣∣sinθ∣. Since ∣sinθ∣≤1, we have ∣a×b∣≤∣a∣∣b∣, not greater than or equal. So this is false — equality occurs only when sinθ=1 (vectors perpendicular), but the inequality sign is reversed.
Watch outA common mistake is to confuse the dot product inequality with the cross product one. Remember: dot uses cosθ (bounded above by 1), cross uses sinθ (also bounded above by 1), so both products are at most the product of magnitudes — but the dot product can be negative, while the cross product magnitude is always non-negative.
Thus, only option (A) holds for all vectors.
✓Final answerThe correct option is (A), because a⋅b=∣a∣∣b∣cosθ≤∣a∣∣b∣ always.
- CBSE 2020Set 65/2/11 markMCQQ.If ∣a∣=4 and −3≤λ≤2, then ∣λa∣ lies in (A) [0,12] (B) [2,3] (C) [8,12] (D) [−12,8]
›Reveal solutionSolution
The magnitude of a scalar multiple is ∣λa∣=∣λ∣∣a∣, so we need the range of ∣λ∣⋅4 for λ∈[−3,2]. The smallest ∣λ∣ is 0 and the largest is 3, giving the range [0,12]. The correct option is (A).
The key idea here is simple but easy to mess up if you rush. The magnitude of a vector is always non-negative — it's a length. When you multiply a vector by a scalar λ, the new vector's length is ∣λ∣ times the original length. Notice the absolute value around λ: that's the crucial detail.
If you forget that absolute value and just plug the endpoints −3 and 2 directly into λ⋅4, you'd get −12 and 8, which is option (D). But a length can never be negative, so that can't be right. The magnitude ∣λa∣ is always ≥0, and the question asks where it lies — meaning the set of all possible values it can take.
Let's walk through it step by step.
- Write the magnitude formula. For any vector a and scalar λ,
∣λa∣=∣λ∣∣a∣.
This is a standard property: scaling a vector scales its length by the absolute value of the scalar.
- Plug in the given length. We have ∣a∣=4, so
∣λa∣=∣λ∣⋅4.
-
Find the range of ∣λ∣.
λ can be any real number between −3 and 2, inclusive.
- The absolute value ∣λ∣ is smallest when λ=0, giving ∣λ∣=0.
- The absolute value ∣λ∣ is largest at the endpoint farthest from zero, which is λ=−3, giving ∣λ∣=3. So ∣λ∣ ranges from 0 to 3.
Watch outA common mistake is to think the maximum of ∣λ∣ occurs at λ=2 because 2 is the largest number in [−3,2]. But ∣λ∣ measures distance from zero, not the number itself. The point −3 is farther from zero than 2 is.
-
Multiply by 4.
Since ∣λa∣=4∣λ∣, the smallest value is 4×0=0 and the largest is 4×3=12.
As λ varies continuously over [−3,2], ∣λ∣ takes every value between 0 and 3, so ∣λa∣ takes every value between 0 and 12.
TipYou can think of it this way: the function f(λ)=∣λ∣ on [−3,2] is V-shaped, hitting a minimum of 0 at λ=0 and a maximum of 3 at λ=−3. Scaling by 4 just stretches that V vertically.
-
Match with the options.
The interval [0,12] is exactly option (A). Option (B) [2,3] is too narrow, option (C) [8,12] misses the smaller values, and option (D) [−12,8] includes negative numbers, which are impossible for a magnitude.
✓Final answerThe correct option is (A) [0,12].
- CBSE 2026Set 65/2/11 markMCQQ.If ∣a∣=5 and −2≤λ≤1, then the sum of greatest and the smallest value of ∣λa∣ is (A) −5 (B) 5 (C) 10 (D) 15
›Reveal solutionSolution
Scalar multiplication scales a vector's magnitude by the absolute value of the scalar; since ∣λa∣=∣λ∣⋅∣a∣, we find the extreme values of ∣λ∣ over [−2,1] and multiply by 5.
When you multiply a vector by a scalar, the magnitude of the resulting vector depends only on the absolute value of that scalar. This is because direction reversals (negative scalars) don't affect length—they just flip the arrow. The fundamental property is:
∣λa∣=∣λ∣⋅∣a∣
Given ∣a∣=5, we have ∣λa∣=5∣λ∣. The problem now reduces to finding the maximum and minimum values of ∣λ∣ as λ ranges over [−2,1].
Finding the extreme values of ∣λ∣:
-
Understand the absolute value function on the interval. For λ∈[−2,1], the function ∣λ∣ equals −λ when λ<0 and equals λ when λ≥0. The graph is V-shaped with its vertex at λ=0.
-
Identify the minimum. The absolute value ∣λ∣ is smallest at λ=0, where ∣λ∣=0. Therefore, the minimum value of ∣λa∣ is 5⋅0=0.
-
Identify the maximum. Since ∣λ∣ increases as we move away from zero in either direction, we check the endpoints of the interval:
- At λ=−2: ∣λ∣=∣−2∣=2
- At λ=1: ∣λ∣=∣1∣=1
The maximum occurs at λ=−2, giving ∣λ∣=2. Therefore, the maximum value of ∣λa∣ is 5⋅2=10.
TipFor any interval containing zero, the minimum of ∣λ∣ is always 0. The maximum is the larger of the absolute values of the endpoints.
- Compute the sum. The greatest value is 10, the smallest is 0, so their sum is 10+0=10.
✓Final answerThe sum of the greatest and smallest values is 10, so the correct option is (C).
-
- CBSE 2026Set CX1 markQ.If for a unit vector a, (x−a)⋅(x+a)=12, then find ∣x∣.
›Reveal solutionSolution
The dot product expands to ∣x∣2−∣a∣2=12; with a unit a this gives ∣x∣=13.
Concept: For any vectors, (p−q)⋅(p+q)=p⋅p−q⋅q=∣p∣2−∣q∣2 (the cross terms cancel).
(x−a)⋅(x+a)=∣x∣2−∣a∣2=12.
Since a is a unit vector, ∣a∣=1, so
∣x∣2−1=12⇒∣x∣2=13⇒∣x∣=13.
✓Final answer∣x∣=13.
- CBSE 2026Set A1 markMCQQ.∣3i+4j+7k∣=(a) 14(b) 74(c) 61(d) 94
›Reveal solutionSolution
Magnitude of ai+bj+ck is a2+b2+c2.
∣3i+4j+7k∣=32+42+72=9+16+49=74.
✓Final answer(b) 74.
- CBSE 2026Set ANNUAL1 markMCQQ.The magnitude of the vector 31i^+31j^+31k^ is(a) 0(b) 3(c) 1(d) -1
›Reveal solutionSolution
Use the magnitude formula ∣v∣=vx2+vy2+vz2 on the given vector.
Given v=31i^+31j^+31k^.
∣v∣=(31)2+(31)2+(31)2
=31+31+31=33=1=1
✓Final answer(c) 1
- CBSE 2025Set ANNUAL1 markMCQQ.Assertion (A): Points A(2i^−j^+k^), B(i^−3j^−5k^) and C(3i^−4j^−4k^) are the vertices of a right angled triangle. Reason (R): In triangle ABC, ∣AB∣2=∣BC∣2+∣AC∣2. Choose the correct option:(a) Both A and R are correct and R is the correct explanation of A.(b) Both A and R are correct but R is not the correct explanation of A.(c) A is correct but R is incorrect.(d) Both A and R are incorrect.
›Reveal solutionSolution
Compute the three squared side-lengths using position vectors and check the Pythagoras relation.
A(2,−1,1), B(1,−3,−5), C(3,−4,−4).
AB=B−A=(−1,−2,−6), so ∣AB∣2=1+4+36=41.
BC=C−B=(2,−1,1), so ∣BC∣2=4+1+1=6.
AC=C−A=(1,−3,−5), so ∣AC∣2=1+9+25=35.
Check: ∣BC∣2+∣AC∣2=6+35=41=∣AB∣2.
So the relation holds — by the converse of Pythagoras' theorem, triangle ABC is right-angled at C. Hence A is true, R is true, and R (the Pythagoras relation) is precisely why A holds.
✓Final answer(i) Both A and R are correct and R is the correct explanation of A.
- CBSE 2025Set E1 markMCQQ.∣i−j−3k∣=(a) 11(b) 11(c) 7(d) 10
›Reveal solutionSolution
The magnitude of i−j−3k is 11.
For a vector ai+bj+ck the magnitude is a2+b2+c2.
Here a=1, b=−1, c=−3, so
∣i−j−3k∣=12+(−1)2+(−3)2=1+1+9=11.
✓Final answer(B) 11.
- CBSE 2025Set E1 markMCQQ.(4i+3j)2=(a) 7(b) 19(c) 25(d) 49
›Reveal solutionSolution
The square of a vector means its dot product with itself, i.e. ∣a∣2, which is 25.
For any vector a, a2=a⋅a=∣a∣2.
Here a=4i+3j, so
a2=42+32=16+9=25.
✓Final answer(C) 25.
- CBSE 2024Set 65/3/11 markMCQQ.If ∣a∣=2 and −3≤k≤2, then ∣ka∣∈: (A) [−6, 4] (B) [0, 4] (C) [4, 6] (D) [0, 6]
›Reveal solutionSolution
The magnitude of a scalar multiple is the absolute value of the scalar times the magnitude of the vector; since ∣k∣ ranges from 0 to 3 when −3≤k≤2, we have ∣ka∣∈[0,6].
The key concept here is how scalar multiplication affects vector magnitude. When you multiply a vector by a scalar, the magnitude scales by the absolute value of that scalar—the direction may flip (if the scalar is negative), but magnitude is always non-negative.
The fundamental property is:
∣ka∣=∣k∣⋅∣a∣
This tells us that to find the range of ∣ka∣, we need to find the range of ∣k∣ and multiply by the fixed magnitude ∣a∣=2.
Now let's trace through the reasoning:
-
Identify the range of the scalar k.
We're given −3≤k≤2.
-
Find the range of ∣k∣.
The absolute value function ∣k∣ measures distance from zero. On the interval [−3,2]:
- At k=0, we have ∣k∣=0 (the minimum).
- At k=−3, we have ∣k∣=3.
- At k=2, we have ∣k∣=2.
The maximum value of ∣k∣ occurs at the endpoint farthest from zero, which is k=−3, giving ∣k∣=3.
Therefore, ∣k∣∈[0,3].
-
Compute the range of ∣ka∣.
Using the scaling property:
∣ka∣=∣k∣⋅∣a∣=∣k∣⋅2=2∣k∣
Since ∣k∣∈[0,3], multiplying through by 2 gives:
2∣k∣∈[0,6]
Watch outA common mistake is to think ∣ka∣ ranges from ∣−3∣⋅2=6 down to ∣2∣⋅2=4, forgetting that k can be zero. The magnitude ∣ka∣ achieves its minimum when k=0, not at the endpoints of the k-interval.
✓Final answerThe correct option is (D) [0,6].
-
- CBSE 2024Set D1 markMCQQ.∣i−j−k∣=(a) 3(b) 3(c) 2(d) 2
›Reveal solutionSolution
Magnitude = square root of sum of squares of components.
∣i−j−k∣=12+(−1)2+(−1)2=3.
✓Final answer(A) 3
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