Vector Algebra
The Triple Products
The scalar triple product [a b c] = a·(b × c) is a single number equal to the determinant of the three components, and its absolute value is the volume of the parallelepiped the three vectors span. So the vectors are coplanar exactly when [a b c] = 0, since a flat box has no volume — this is the standard coplanarity test and it is far quicker than any alternative. The product is unchanged by a cyclic rotation of the three vectors and changes sign under a swap.
Two applications close the chapter. The section formula in vector form gives the point dividing AB in the ratio m : n internally as (nA⃗ + mB⃗)/(m + n), and externally with a minus sign — note that the coefficients cross over, which is the usual slip. And three points are collinear when the vectors joining them are parallel, that is when their cross product vanishes, which is the vector counterpart of the determinant test from coordinate geometry.
Key takeaways
- The dot product gives a scalar and vanishes for perpendicular vectors; the cross product gives a vector and vanishes for parallel ones.
- Angle, projection, work and perpendicularity mean dot; area, normal, torque and coplanarity mean cross.
- Projection of a on b is the scalar (a·b)/|b|; the projection vector multiplies that by b̂.
- The area of a triangle on sides a and b is ½|a × b|.
- [a b c] is the volume of the parallelepiped, so the vectors are coplanar exactly when it is zero.
- a × b = −(b × a), so the order of the factors decides the direction of the result.
- a × (b × c) = (a·c)b − (a·b)c, and the result lies in the plane of b and c.
- The internal section point is (nA + mB)/(m + n) — the coefficients cross over.
Practice questions (8)
Attempt each one before opening the answer. Every explanation names the tempting wrong option as well as the right one, because that is where marks are lost.
Two non-zero vectors are perpendicular if:
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Answer: B — Their dot product is zero
Since a·b = |a||b|cos θ, the dot product vanishes exactly when cos θ = 0, that is at 90°. A zero cross product means sin θ = 0 and so signals parallel vectors instead — the two conditions are complementary, and mixing them up reverses the answer to a great many questions.Three vectors are coplanar if and only if:
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Answer: A — Their scalar triple product is zero
The scalar triple product equals the volume of the parallelepiped the three vectors span, and three vectors lie in one plane precisely when that box is flat and the volume is zero. All cross products vanishing would mean all three are mutually parallel, which is a much stronger condition and not what coplanarity requires.The area of a triangle with adjacent sides represented by a and b is:
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Answer: C — ½|a × b|
The magnitude of the cross product is the area of the parallelogram on the two vectors, and a triangle is half of that parallelogram, so the area is ½|a × b|. Option two is the parallelogram area, offered because forgetting the factor of a half is the commonest slip; the dot product gives a scalar with no area interpretation at all.a × (b × c) equals:
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Answer: B — (a·c)b − (a·b)c
The vector triple product expands with the middle vector of the bracket taking the positive sign: a × (b × c) = (a·c)b − (a·b)c, and the result therefore lies in the plane of b and c. The cross product is not associative, so the first option is generally a different vector, and the last option is a scalar and cannot equal a vector.The projection of a on b is:
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Answer: B — (a·b)/|b|
The projection measures how much of a lies along b, so it is |a|cos θ, and writing cos θ = (a·b)/(|a||b|) leaves (a·b)/|b|. Dividing by |a| instead gives the projection of b on a, which is a different quantity — the divisor is always the magnitude of the vector you are projecting onto.For the cross product, a × b equals:
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Answer: B — −(b × a)
The cross product is anti-commutative, so reversing the order reverses the direction of the resulting vector while keeping its magnitude. This is why the order of vertices matters when computing a normal to a plane, and why an area computed as ½|a × b| uses a modulus — the magnitude is what carries the geometric meaning, not the sign.The point dividing AB internally in the ratio m : n is:
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Answer: B — (nA⃗ + mB⃗)/(m + n)
The coefficients cross over: the ratio m : n puts the larger weight on the farther endpoint, giving (nA⃗ + mB⃗)/(m + n). A quick sanity check is to set m = n, which should give the midpoint — and it does. The last option with the minus signs is the external division formula, and the third is the special case of a midpoint.The volume of the parallelepiped formed by a, b and c is:
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Answer: A — |a·(b × c)|
b × c has magnitude equal to the base area and direction normal to the base, so dotting with a extracts the height and the product is the volume. The vector triple product in the second option is a vector, not a volume, and the half in the last option belongs to a tetrahedron, whose volume is one sixth of the parallelepiped rather than one half.