Cross Product Normalization (Unit Vector Perpendicular to Two Vectors)
A frequent job in vector algebra is: given two vectors, find a vector of length 1 that is perpendicular to both of them. The cross product does the perpendicular part; normalization does the length part. Putting them together is what this idea is about.
Step 1 — the cross product gives the direction
For two non-parallel vectors a and b, the cross product
a×b=∣a∣∣b∣sinθn^
is a vector that is perpendicular to botha and b. Its direction is fixed by the right-hand rule. So a×b already points the way we want — but its length is ∣a∣∣b∣sinθ, which is usually not1.
Step 2 — normalize to get unit length
To normalize any non-zero vector means to divide it by its own magnitude, producing a vector of length 1 in the same direction. Applying that to the cross product:
n^=±∣a×b∣a×b
This n^ is a unit vector perpendicular to botha and b. The ± matters: there are exactly two such unit normals, pointing in opposite directions. The plus sign gives the right-hand-rule direction of a×b; the minus sign gives the other side.
Why the division works
Dividing by the magnitude only rescales the vector — it never changes its direction. So n^ keeps the perpendicularity that the cross product built in, while its length becomes ∣a×b∣∣a×b∣=1.
Quick example
Let a=i^+j^ and b=j^+k^. Then
a×b=i^−j^+k^,∣a×b∣=1+1+1=3.
So a unit vector perpendicular to both is
n^=±31(i^−j^+k^).
Watch out
Normalization needs a non-zero cross product. If a and b are parallel, a×b=0 and ∣a×b∣=0 — you cannot divide by zero, and geometrically there is no single perpendicular direction to pick.
Takeaway: cross product for the perpendicular direction, then divide by its magnitude for unit length — that two-step recipe delivers the unit normal n^=±(a×b)/∣a×b∣.
Students preparing for boards search "unit vector perpendicular to two vectors formula" and "cross product normalization class 12 maths," both of which are covered in the Vector Algebra chapter of the NCERT/CBSE Class 12 Mathematics curriculum. This two-step cross-product-then-normalize technique is also a frequent JEE Main and state CET question type.
Concept: Cross Product Normalization — a vector perpendicular to two given vectors is along their cross product; a unit vector is obtained by dividing by its magnitude.
Step 1: Compute a+b and a−b.
a+b=(1+1)i^+(1+2)j^+(1+3)k^=2i^+3j^+4k^
a−b=(1−1)i^+(1−2)j^+(1−3)k^=0i^−j^−2k^
Step 2: Find a vector perpendicular to both by taking their cross product.
The unit vector is 6−i^+2j^−k^ (its negative is also perpendicular).
The cross product (a+b)×(a−b) gives a vector perpendicular to both, and normalizing it yields the unit vector 61(−i^+2j^−k^).
The key idea is simple: if you need a vector perpendicular to two given vectors, the cross product is your direct tool. Here, the two vectors are a+b and a−b. Instead of computing these sums separately and then taking their cross product, we can use a neat property — the cross product simplifies to 2(b×a), which saves work.
Let’s go step by step.
Find a+b and a−b.
Given a=i^+j^+k^ and b=i^+2j^+3k^,
Compute the cross product (a+b)×(a−b).
A vector perpendicular to both is given by their cross product. Let’s compute directly:
(a+b)×(a−b)=i^20j^3−1k^4−2
Expanding:
=i^3−14−2−j^204−2+k^203−1
=i^[3(−2)−4(−1)]−j^[2(−2)−4(0)]+k^[2(−1)−3(0)]
=i^[−6+4]−j^[−4−0]+k^[−2−0]
=i^(−2)−j^(−4)+k^(−2)=−2i^+4j^−2k^
So (a+b)×(a−b)=−2i^+4j^−2k^.
Tip
You could also use the identity (a+b)×(a−b)=a×a−a×b+b×a−b×b=0−a×b+b×a−0=2(b×a).
Computing b×a directly gives −i^+2j^−k^, and doubling it yields the same result. This shortcut avoids the determinant of the sum/difference vectors.
Find the magnitude of this cross product.
∣−2i^+4j^−2k^∣=(−2)2+42+(−2)2=4+16+4=24=26
Normalize to get the unit vector.
A unit vector perpendicular to both a+b and a−b is:
26−2i^+4j^−2k^=61(−i^+2j^−k^)
Watch out
The negative of this vector, 61(i^−2j^+k^), is also a unit vector perpendicular to both. Both are correct; the problem likely expects one of them. Always check if the question asks for "a" unit vector (any one) or "the" unit vector (often the one with a specific sign convention).
✓Final answer
The required unit vector is 61(−i^+2j^−k^) (or its negative).
Method: Unit vector perpendicular to two given vectors
The task splits into two independent jobs: the cross product supplies the perpendicular direction, and dividing by its magnitude fixes the length to 1.
Steps
Step 1: Build the two vectors first, if given indirectly
If the vectors are described as combinations (e.g. a+b and a−b), compute them component-wise before anything else, keeping any zero components explicitly.
Step 2: Cross them for the perpendicular direction
n=u×v=i^u1v1j^u2v2k^u3v3.
n is automatically perpendicular to both u and v, but its length is usually not 1.
Step 3: Normalize by dividing by the magnitude
n^=±∣n∣n.
Dividing by the magnitude rescales the vector to unit length without changing its direction. Keep the ±: there are exactly two opposite unit normals, and unless the question fixes a side, both are valid.
Step 4: Sanity note — a perpendicular direction exists only when u and v are non-parallel; if n=0 there is no single perpendicular to choose.
Common Mistakes
Mistake 1: Stopping at the cross product and reporting it as the answer.
Why it's wrong: the cross product has the right direction but the wrong length — the question asks for a unit vector. Correct approach: divide the cross product by its own magnitude to make its length exactly 1.
Mistake 2: Dropping a zero component when setting up the determinant.
Why it's wrong: a vector like a−b=0i^−j^−2k^ still has three components; writing only two shifts the columns and corrupts the determinant. Correct approach: always fill all three slots, using 0 where a component is absent.
Mistake 3: Forgetting the ± (that there are two unit normals).
Why it's wrong: the negative of the answer is equally perpendicular and unit-length; presenting only one as "the" answer misses that both are correct. Correct approach: state ±∣n∣n unless a specific orientation is required.
Same / Similar Concept — real previous-year questions on the same or a closely similar concept, not this exact question.
COMEDK 2021Set 2021-B1 markMCQ
Q.A unit vector perpendicular to the planes containing the vectors i^−j^+k^ and −i^+j^+k^ is
(A) ±21(i^+j^)
(B) ±2(i^+j^)
(C) ±(i^+j^−k^)
(D) ±22(i^+j^)
So the vector is −2(i^+j^) with magnitude (−2)2+(−2)2=22.
Unit vector =±22−2(i^+j^)=±21(i^+j^).
✓Final answer
The correct option is (A) — ±21(i^+j^)
COMEDK 2023Set 2023-E1 markMCQ
Q.The scalar components of a unit vector which is perpendicular to each of the vectors ^+2^−k^ and 3^−^+2k^ are
(A) −833,−835,837
(B) −3,−5,7
(C) 833,−835,−837
(D) 3,−5,−7
›Reveal solutionSolution
The perpendicular direction is the cross product (3,−5,−7); normalising by 83 gives the unit vector (833,−835,−837).
So the vector is (3,−5,−7), ∣⋅∣=9+25+49=83, and the unit vector components are
833,−835,−837.
✓Final answer
The correct option is (C) — 833,−835,−837
KCET 2023Set A-21 markMCQ
Q.If ∣a×b∣2+∣a⋅b∣2=144 and ∣a∣=4 then ∣b∣ is equal to
(A) 3
(B) 8
(C) 4
(D) 12
›Reveal solutionSolution
The key idea is to use the identity ∣a×b∣2+∣a⋅b∣2=∣a∣2∣b∣2. Substituting the given values gives ∣b∣=3.
The problem gives you a relation between the magnitudes of the cross product and dot product of two vectors, along with the magnitude of one vector, and asks for the magnitude of the other. The trick is to recognize that these two quantities are not independent — they are linked by a fundamental identity that comes straight from the definitions.
Recall that for any two vectors a and b, the magnitude of the cross product is ∣a×b∣=∣a∣∣b∣sinθ, where θ is the angle between them. The dot product is ∣a⋅b∣=∣a∣∣b∣cosθ. Now square both and add them:
Square the cross product magnitude:
∣a×b∣2=∣a∣2∣b∣2sin2θ
Square the dot product magnitude:
∣a⋅b∣2=∣a∣2∣b∣2cos2θ
Add them:
∣a×b∣2+∣a⋅b∣2=∣a∣2∣b∣2(sin2θ+cos2θ)
Since sin2θ+cos2θ=1, this simplifies beautifully to:
∣a×b∣2+∣a⋅b∣2=∣a∣2∣b∣2
This identity holds for any two vectors, regardless of the angle between them. It’s a direct consequence of the Pythagorean identity in trigonometry.
Now plug in the given numbers. You are told that the left-hand side equals 144 and ∣a∣=4. So:
144=(4)2⋅∣b∣2=16∣b∣2
Divide both sides by 16:
∣b∣2=16144=9
Take the positive square root (magnitude is always non-negative):
∣b∣=3
Watch out
A common mistake is to forget that the identity involves ∣a∣2∣b∣2, not ∣a∣∣b∣. Always square the given magnitude first.
✓Final answer
The value is ∣b∣=3, which corresponds to option (A).