Q.If either vector a=0 or b=0, then a⋅b=0. But the converse need not be true. Justify your answer with an example.
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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). …
Concept: Vector Magnitude Properties — the dot product being zero does not imply either vector is zero; it only implies orthogonality.
Step 1: If a=0 or b=0, then by definition a⋅b=0 because the zero vector has zero magnitude.
Step 2: The converse says: if a⋅b=0, then a=0 or b=0. This is false because the dot product is zero whenever the vectors are perpendicular, regardless of their magnitudes. …
The dot product being zero does not mean one of the vectors must be the zero vector — two non-zero perpendicular vectors also give a zero dot product. The statement is false as a converse, and the classic counterexample is a=(1,0) and b=(0,1).
The core idea here is about the meaning of the dot product. The dot product a⋅b measures how much two vectors point in the same direction. If either vector is zero, there's nothing to measure — the product is automatically zero. That part is true.
But the converse says: "If the dot product is zero, then at least one vector must be zero." That is not true. Why? Because the dot product can also be zero when two non-zero vectors are perpendicular (orthogonal). In that case, they have zero "overlap" in direction, even though both are perfectly fine non-zero vectors.
Let's walk through this carefully.
- Recall the geometric definition of the dot product. For any two vectors a and b,
a⋅b=∣a∣∣b∣cosθ
where θ is the angle between them.
If a=0 or b=0, then ∣a∣=0 or ∣b∣=0, so the product is 0. That's the given "if" part — correct.
-
Now examine the converse.
The converse claims: a⋅b=0⟹a=0 or b=0.
But from the formula, a⋅b=0 can also happen when cosθ=0, i.e., when θ=90∘ (or 270∘, etc.). That means the vectors are perpendicular, and neither needs to be zero.
-
Construct a concrete counterexample.
Take any two non-zero perpendicular vectors in the plane. The simplest:
a=(1,0),b=(0,1)
Compute the dot product:
a⋅b=(1)(0)+(0)(1)=0
Yet clearly a=0 and b=0. …
Method: Disproving a Converse with a Counterexample
When asked whether the converse of a true 'if-then' statement holds, the reasoning pattern is: find the other way the conclusion of the original can occur, then exhibit one concrete case.
Steps
Step 1: State precisely what the converse claims.
Here the original is 'either vector zero ⇒ dot product zero'; its converse is 'dot product zero ⇒ some vector is zero'.
Step 2: Identify the missing case. …
Common Mistakes
Mistake 1: Believing the converse is true.
Why it's wrong: a⋅b=0 also happens for perpendicular non-zero vectors, so a zero dot product does not force a zero vector. Correct approach: give a perpendicular non-zero counterexample.
Mistake 2: Choosing two parallel vectors as the counterexample. …
- AP EAPCET 2022Set eng-2022-07-07-AN1 markMCQQ.Let a=i+xj+k, b=i+j+k and ∣a+b∣=∣a∣+∣b∣ then (A) x=1 (B) x=−1 (C) x=0 (D) No such Real x exits
›Reveal solutionSolution
∣a+b∣=∣a∣+∣b∣ is the vector "triangle inequality equality case", which forces a and b to be parallel and same-directed; matching components gives x=1.
Concept and Intuition
For any two vectors, ∣a+b∣≤∣a∣+∣b∣, with equality exactly when a and b are parallel and point the same way (one is a non-negative scalar multiple of the other). Squaring both sides confirms this: ∣a+b∣2=∣a∣2+∣b∣2+2a⋅b equals (∣a∣+∣b∣)2=∣a∣2+∣b∣2+2∣a∣∣b∣ only when a⋅b=∣a∣∣b∣, i.e. the angle between them is 0.
Step-by-Step Solution
- Given a=i+xj+k and b=i+j+k.
- The equality condition means a=λb for some scalar λ≥0.
- Matching the i-component: 1=λ⋅1⇒λ=1.
- Matching the k-component: 1=λ⋅1, consistent with λ=1.
- Matching the j-component: x=λ⋅1=1. …
- AP EAPCET 2022Set eng-2022-07-05-AN1 markMCQQ.Three vectors aˉ,bˉ,cˉ satisfy the condition aˉ+bˉ+cˉ=0ˉ. If ∣aˉ∣=1,∣bˉ∣=3,∣cˉ∣=4 then aˉ.bˉ+bˉ.cˉ+cˉ.aˉ= (A) 12 (B) -12 (C) -13 (D) 13
›Reveal solutionSolution
Squaring aˉ+bˉ+cˉ=0ˉ turns the sum of dot products into a simple algebraic computation using only the given magnitudes.
Concept and Intuition
Whenever three vectors sum to zero, dotting the relation with itself is the standard trick to relate the pairwise dot products to the (given) magnitudes, without needing any angle information.
Step-by-Step Solution
- Start from aˉ+bˉ+cˉ=0ˉ.
- Take the dot product of both sides with themselves: (aˉ+bˉ+cˉ)⋅(aˉ+bˉ+cˉ)=0.
- Expand: ∣aˉ∣2+∣bˉ∣2+∣cˉ∣2+2(aˉ⋅bˉ+bˉ⋅cˉ+cˉ⋅aˉ)=0. …
- AP EAPCET 2021Set eng-2021-08-25-AN1 markMCQQ.If a,b,c are three vectors such that ∣a∣=∣b∣=2,a⋅b=2 and a+b+c=0, then ∣c∣ is equal to (A) 2 (B) 23 (C) 3 (D) 3
›Reveal solutionSolution
Squaring a+b+c=0 (i.e. c=−(a+b)) gives ∣c∣=23.
Concept and Intuition
When three vectors sum to zero, each one is the negative of the sum of the other two — so its magnitude squared can be found from ∣u+v∣2=∣u∣2+∣v∣2+2u⋅v.
Step-by-Step Solution
- From a+b+c=0: c=−(a+b).
- ∣c∣2=∣a+b∣2=∣a∣2+∣b∣2+2a⋅b. …
- AP EAPCET 2021Set eng-2021-08-25-AN1 markMCQQ.Let u and v be two non-zero vectors in R3. Then ∣u×v∣2+∣u⋅v∣2 is equal to (A) ∣u∣2+∣v∣2 (B) 2∣u∣∣v∣ (C) ∣u∣2∣v∣2 (D) (∣u∣+∣v∣)2
›Reveal solutionSolution
This is the Pythagorean identity applied to the cross and dot products; the answer is simply ∣u∣2∣v∣2.
Concept and Intuition
The magnitude of a cross product involves sinθ and the dot product involves cosθ, where θ is the angle between the vectors. Squaring and adding these naturally invokes sin2θ+cos2θ=1.
Step-by-Step Solution
- ∣u×v∣=∣u∣∣v∣sinθ, so ∣u×v∣2=∣u∣2∣v∣2sin2θ.
- u⋅v=∣u∣∣v∣cosθ, so ∣u⋅v∣2=∣u∣2∣v∣2cos2θ. …
- AP EAPCET 2025Set eng-2025-05-26-AN1 markMCQQ.If P=(aˉ×iˉ)2+(aˉ×jˉ)2+(aˉ×kˉ)2 and Q=(aˉ⋅iˉ)2+(aˉ⋅jˉ)2+(aˉ⋅kˉ)2, then (A) P=Q (B) P=2Q (C) P=3Q (D) P=4Q
›Reveal solutionSolution
Direct computation of each cross product with the standard basis vectors shows every component of aˉ gets counted exactly twice in P, giving P=2Q.
Concept and Intuition
Q is just ∣aˉ∣2 split into its three squared components via dot products with iˉ,jˉ,kˉ. P does the analogous thing with cross products — but crossing with a basis vector kills one component and swaps/negates the other two, so summing over all three basis vectors ends up counting each squared component of aˉ twice.
Step-by-Step Solution
- Let aˉ=a1iˉ+a2jˉ+a3kˉ.
- Q=(aˉ⋅iˉ)2+(aˉ⋅jˉ)2+(aˉ⋅kˉ)2=a12+a22+a32.
- aˉ×iˉ=(a1,a2,a3)×(1,0,0)=(0, a3, −a2), so ∣aˉ×iˉ∣2=a22+a32.
- aˉ×jˉ=(−a3, 0, a1), so ∣aˉ×jˉ∣2=a12+a32. …
- AP EAPCET 2021Set eng-2021-08-23-AN1 markMCQQ.Let A=i^+2j^. If B is a vector in XY plane such that (A+B)⋅B=15 and A⋅B=6, then ∣B∣ is (A) 6 (B) 9 (C) 15 (D) 3
›Reveal solutionSolution
Expanding the dot product directly isolates ∣B∣2, giving ∣B∣=3.
Concept and Intuition
The dot product distributes over vector addition just like multiplication over addition in ordinary algebra, so (A+B)⋅B splits cleanly into two known pieces.
Step-by-Step Solution
- Expand: (A+B)⋅B=A⋅B+B⋅B.
- We're given A⋅B=6 and B⋅B=∣B∣2.
- So 6+∣B∣2=15⇒∣B∣2=9.
- Since magnitude is non-negative: ∣B∣=3. …
- AP EAPCET 2023Set eng-2023-05-16-AN1 markMCQQ.If a=−2i+9j−6k and b=ti−2j+6k are vectors such that ∣a+b∣=25, then the sum of the values of t is (A) 14 (B) 11 (C) 4 (D) 77
›Reveal solutionSolution
Adding the vectors component-wise and squaring the magnitude condition gives a quadratic in t whose two roots sum to 4.
Concept and Intuition
∣a+b∣=25 becomes a straightforward equation in t once the vector sum is written component-wise — the j and k components are already fixed numbers, so only the i-component (which contains t) contributes a variable term to the magnitude.
Step-by-Step Solution
- a=−2i+9j−6k=(−2,9,−6), b=ti−2j+6k=(t,−2,6).
- a+b=(t−2, 9−2, −6+6)=(t−2, 7, 0).
- ∣a+b∣2=(t−2)2+72+02=(t−2)2+49. …
- AP EAPCET 2024Set eng-2024-05-20-AN1 markMCQQ.If ∣fˉ∣=10, ∣gˉ∣=14 and ∣fˉ−gˉ∣=15 then ∣fˉ+gˉ∣= (A) 367 (B) 367 (C) 400 (D) 20
›Reveal solutionSolution
Use the parallelogram-law expansions of ∣fˉ±gˉ∣2 to first extract fˉ⋅gˉ from the given difference, then plug it into the sum. Answer: 367.
Concept and Intuition
∣fˉ±gˉ∣2=∣fˉ∣2+∣gˉ∣2±2fˉ⋅gˉ are the two 'parallelogram law' identities; knowing one combination lets you solve for the dot product, then use it in the other.
Step-by-Step Solution
- ∣fˉ−gˉ∣2=∣fˉ∣2+∣gˉ∣2−2fˉ⋅gˉ⇒152=102+142−2fˉ⋅gˉ.
- 225=100+196−2fˉ⋅gˉ=296−2fˉ⋅gˉ.
- 2fˉ⋅gˉ=296−225=71⇒fˉ⋅gˉ=35.5.
- ∣fˉ+gˉ∣2=∣fˉ∣2+∣gˉ∣2+2fˉ⋅gˉ=296+71=367. …
- AP EAPCET 2026Set eng-2026-05-13-AN1 markMCQQ.AB=2iˉ−3jˉ+7kˉ, AC=iˉ−6jˉ+5kˉ are two sides of a triangle ABC, then a2+b2+c2= (A) 138 (B) 125 (C) 156 (D) 143
›Reveal solutionSolution
This tests recovering all three triangle side lengths from two given side-vectors using vector subtraction, then just adding their squares.
Concept and Intuition
a,b,c denote the standard triangle side lengths — a=BC (opposite A), b=CA (opposite B), c=AB (opposite C). We are directly given the vectors AB and AC, so c=∣AB∣ and b=∣AC∣ come immediately; the third side BC is obtained as AC−AB (walk from A to C minus walk from A to B).
Step-by-Step Solution
- c=∣AB∣=22+(−3)2+72=4+9+49=62.
- b=∣AC∣=12+(−6)2+52=1+36+25=62.
- BC=AC−AB=(1−2,−6−(−3),5−7)=(−1,−3,−2).
- a=∣BC∣=(−1)2+(−3)2+(−2)2=1+9+4=14.
- a2+b2+c2=14+62+62=138.
Common Mistakes …
- AP EAPCET 2024Set eng-2024-05-20-AN1 markMCQQ.If aˉ,bˉ,cˉ are three vectors such that ∣aˉ∣=∣bˉ∣=∣cˉ∣=3 and (aˉ+bˉ−cˉ)2+(bˉ+cˉ−aˉ)2+(cˉ+aˉ−bˉ)2=36, then ∣2aˉ−3bˉ+2cˉ∣2= (A) 15 (B) 25 (C) 147 (D) 75
›Reveal solutionSolution
The given sum-of-squares condition is exactly the condition aˉ+bˉ+cˉ=0 (since ∣aˉ∣2+∣bˉ∣2+∣cˉ∣2=9 is fixed); substituting cˉ=−(aˉ+bˉ) collapses the target expression to 75.
Concept and Intuition
Sums of squares of vectors like (aˉ+bˉ−cˉ)2 over all cyclic permutations always reduce to a combination of ∑∣⋅∣2 and ∑(dot products); recognizing that the specific numeric value given forces aˉ+bˉ+cˉ=0 is the key simplification that makes the final vector combination tractable.
Step-by-Step Solution
- Expand each square: (aˉ+bˉ−cˉ)2=∣aˉ∣2+∣bˉ∣2+∣cˉ∣2+2aˉ⋅bˉ−2aˉ⋅cˉ−2bˉ⋅cˉ, and similarly (cyclically) for the other two terms.
- Summing all three, the cross terms telescope to −2(aˉ⋅bˉ+bˉ⋅cˉ+cˉ⋅aˉ), giving total =3(∣aˉ∣2+∣bˉ∣2+∣cˉ∣2)−2(aˉ⋅bˉ+bˉ⋅cˉ+cˉ⋅aˉ).
- Since ∣aˉ∣=∣bˉ∣=∣cˉ∣=3, each magnitude2=3, so 3(9)=27. Thus 27−2Σ=36⇒Σ=aˉ⋅bˉ+bˉ⋅cˉ+cˉ⋅aˉ=−4.5.
- Now compute ∣aˉ+bˉ+cˉ∣2=∣aˉ∣2+∣bˉ∣2+∣cˉ∣2+2Σ=9+2(−4.5)=0. A vector with zero magnitude is the zero vector, so aˉ+bˉ+cˉ=0 — this is an exact consequence, not an assumption. …
- AP EAPCET 2026Set eng-2026-05-13-FN1 markMCQQ.The points (0,λ,1), (μ,3,−1), (λ,5,0), (μ,6,μ) taken in that order, form a square. If λ,μ are positive real numbers, then the length of its side is (A) 1 (B) 2 (C) 3 (D) 4
›Reveal solutionSolution
Equating the two diagonal midpoints of the square pins λ=4,μ=2; the resulting vertices give a verified square of side length 3.
Concept and Intuition
In any parallelogram (and a square is one), the diagonals bisect each other. For square ABCD the diagonals are AC and BD, so their midpoints coincide. This gives three scalar equations (one per coordinate) in the two unknowns λ,μ — enough to solve and then verify.
Step-by-Step Solution
- Midpoint of AC: (20+λ,2λ+5,21+0)=(2λ,2λ+5,21).
- Midpoint of BD: (2μ+μ,23+6,2−1+μ)=(μ,4.5,2μ−1).
- Equate: 2λ=μ; 2λ+5=4.5⇒λ=4; 21=2μ−1⇒μ=2. Check first equation: λ/2=2=μ ✓.
- So A=(0,4,1),B=(2,3,−1),C=(4,5,0),D=(2,6,2). …
- AP EAPCET 2022Set eng-2022-07-06-FN1 markMCQQ.If origin is the ortho-center of an equilateral triangle whose vertices are aˉ,bˉ,cˉ then (A) aˉ+bˉ=cˉ (B) aˉ+bˉ=−cˉ (C) ∣aˉ∣2=∣bˉ∣2=∣cˉ∣2 (D) aˉ=bˉ=cˉ
›Reveal solutionSolution
Equilateral triangles have their orthocenter and centroid at the same point, so the origin condition forces aˉ+bˉ+cˉ=0ˉ — the answer is (B).
Concept and Intuition
In a general triangle, the orthocenter, centroid, and circumcenter are distinct points (lying on the Euler line). But in an equilateral triangle, by symmetry, ALL of these special points coincide at a single center. So "origin is the orthocenter" is equivalent here to "origin is the centroid."
Step-by-Step Solution
- For an equilateral triangle with vertices having position vectors aˉ,bˉ,cˉ, the centroid's position vector is G=3aˉ+bˉ+cˉ.
- By the symmetry of an equilateral triangle, the centroid, orthocenter, and circumcenter are the same point.
- We are told the origin is the orthocenter; since orthocenter = centroid here, the origin is also the centroid. …
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