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Class 12 Mathematics Chapter 10 Vector Algebra — Formulas & Key Points
Vector Algebra is the backbone of three-dimensional geometry and carries significant weightage in CBSE Class 12 board exams, typically 8–10 marks across short and long answers. This chapter introduces scalars and vectors, magnitude, direction, dot product and cross product with their geometric interpretations. Mastering the formulas here is non-negotiable for scoring in March 2025 boards and competitive exams like JEE and NEET.
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Key takeaways
- ✓Dot product a⋅b = |a||b|cos θ yields a scalar; cross product a×b = |a||b|sin θ n̂ yields a vector perpendicular to both.
- ✓Direction cosines satisfy l² + m² + n² = 1; direction ratios are proportional to direction cosines.
- ✓Scalar triple product [a b c] represents volume of parallelepiped; vectors coplanar if [a b c] = 0.
- ✓Area of triangle with adjacent sides a and b is ½|a×b|; parallelogram area is |a×b|.
- ✓Projection of a on b is (a⋅b)/|b|; component form simplifies dot and cross product calculations.
- ✓Distributive laws hold for both dot and cross products; cross product is anti-commutative (a×b = −b×a).
- ✓Common mistakes: confusing dot and cross product order, sign errors in cross product components, forgetting unit vector in cross product definition.
Basic Definitions and Vector Notation
A scalar is a quantity with magnitude only (temperature, mass, time), while a vector has both magnitude and direction (velocity, force, displacement). A vector is denoted by a bold letter or with an arrow overhead. The magnitude of vector a is written |a| or simply a. The zero vector 0 has magnitude zero and arbitrary direction. Unit vector â = a/|a| has magnitude 1. Position vector of point P(x, y, z) with respect to origin O is OP = xî + yĵ + zk̂, where î, ĵ, k̂ are unit vectors along x, y, z axes. Two vectors are equal if they have the same magnitude and direction, regardless of initial point. Negative of vector a is −a, having same magnitude but opposite direction. Collinear vectors lie on parallel lines; coplanar vectors lie in the same plane.
- Magnitude formula: |a| = √(a₁² + a₂² + a₃²) for a = a₁î + a₂ĵ + a₃k̂
- Unit vector: â = a/|a|; verify |â| = 1 always
- Position vector: r = xî + yĵ + zk̂ locates point (x, y, z) from origin
- Vectors a and b are collinear if a = λb for some scalar λ
- Zero vector is the additive identity: a + 0 = a
Direction Cosines and Direction Ratios
Direction cosines of a vector are the cosines of angles α, β, γ it makes with positive x, y, z axes respectively, denoted l, m, n. For vector a = a₁î + a₂ĵ + a₃k̂, direction cosines are l = a₁/|a|, m = a₂/|a|, n = a₃/|a|. The fundamental relation l² + m² + n² = 1 always holds. Direction ratios are any three numbers a, b, c proportional to direction cosines, written as a:b:c. If direction ratios are a, b, c then direction cosines are l = ±a/√(a²+b²+c²), m = ±b/√(a²+b²+c²), n = ±c/√(a²+b²+c²). Direction ratios are not unique but direction cosines are unique up to sign. This distinction is crucial in 3D geometry problems asking for line equations or angles between lines.
- Direction cosines: l = cos α, m = cos β, n = cos γ where α, β, γ are angles with axes
- Constraint: l² + m² + n² = 1 (sum of squares of direction cosines is always 1)
- From direction ratios a:b:c, direction cosines: (±a/√(a²+b²+c²), ±b/√(a²+b²+c²), ±c/√(a²+b²+c²))
- Vector in terms of direction cosines: a = |a|(lî + mĵ + nk̂)
- Angle between two vectors via direction cosines: cos θ = l₁l₂ + m₁m₂ + n₁n₂
Vector Addition, Subtraction and Scalar Multiplication — Core Formulas
Addition and subtraction of vectors follow triangle law and parallelogram law. For vectors a = a₁î + a₂ĵ + a₃k̂ and b = b₁î + b₂ĵ + b₃k̂, sum a + b = (a₁+b₁)î + (a₂+b₂)ĵ + (a₃+b₃)k̂ and difference a − b = (a₁−b₁)î + (a₂−b₂)ĵ + (a₃−b₃)k̂. Scalar multiplication: if λ is a scalar, λa = λa₁î + λa₂ĵ + λa₃k̂. Properties include commutativity (a+b=b+a), associativity ((a+b)+c=a+(b+c)), and distributive laws λ(a+b)=λa+λb and (λ+μ)a=λa+μa. Section formula: position vector of point dividing join of A(a) and B(b) in ratio m:n internally is (mb+na)/(m+n), externally (mb−na)/(m−n). These are heavily used in coordinate geometry chapters.
- Component-wise addition: (a₁,a₂,a₃) + (b₁,b₂,b₃) = (a₁+b₁, a₂+b₂, a₃+b₃)
- Scalar multiplication: k(a₁î+a₂ĵ+a₃k̂) = ka₁î + ka₂ĵ + ka₃k̂
- Section formula (internal m:n): r = (m b + n a)/(m+n)
- Section formula (external m:n): r = (m b − n a)/(m−n)
- Midpoint formula: r = (a + b)/2 (special case m=n=1)
Dot Product (Scalar Product) — Complete Formula Table
The dot product of vectors a and b is defined as a⋅b = |a||b|cos θ, where θ is the angle between them. It is a scalar quantity. In component form, if a = a₁î + a₂ĵ + a₃k̂ and b = b₁î + b₂ĵ + b₃k̂, then a⋅b = a₁b₁ + a₂b₂ + a₃b₃. The angle between vectors: cos θ = (a⋅b)/(|a||b|). Vectors are perpendicular if a⋅b = 0, parallel if a×b = 0. Dot product is commutative (a⋅b = b⋅a) and distributive over addition (a⋅(b+c) = a⋅b + a⋅c). Special cases: î⋅î = ĵ⋅ĵ = k̂⋅k̂ = 1, î⋅ĵ = ĵ⋅k̂ = k̂⋅î = 0. Projection of a on b is (a⋅b)/|b|. Work done by force F over displacement d is W = F⋅d. The dot product appears in 4–5 mark questions testing angle calculation and perpendicularity conditions.
- Definition: a⋅b = |a||b|cos θ (geometric form)
- Component form: a⋅b = a₁b₁ + a₂b₂ + a₃b₃
- Angle formula: cos θ = (a⋅b)/(|a||b|); perpendicular if a⋅b=0
- Projection of a on b: proj = (a⋅b)/|b|; vector projection = ((a⋅b)/|b|²)b
- Properties: commutative, distributive, a⋅a = |a|²
- Work done: W = F⋅d = |F||d|cos θ
Cross Product (Vector Product) — Complete Formula Table
The cross product a×b is a vector perpendicular to both a and b, with magnitude |a×b| = |a||b|sin θ, where θ is angle between them. Direction is given by right-hand thumb rule. In component form, a×b = (a₂b₃−a₃b₂)î − (a₁b₃−a₃b₁)ĵ + (a₁b₂−a₂b₁)k̂, or determinant form |î ĵ k̂; a₁ a₂ a₃; b₁ b₂ b₃|. Cross product is anti-commutative: a×b = −(b×a). Distributive over addition: a×(b+c) = a×b + a×c. Vectors parallel if a×b = 0. Special cases: î×ĵ = k̂, ĵ×k̂ = î, k̂×î = ĵ; cyclic order forward gives positive, reverse gives negative. Area of parallelogram with adjacent sides a, b is |a×b|; triangle area is ½|a×b|. Cross product questions are standard 4-mark board problems.
- Definition: a×b = |a||b|sin θ n̂, where n̂ is unit vector perpendicular to plane of a and b
- Component form: a×b = (a₂b₃−a₃b₂)î − (a₁b₃−a₃b₁)ĵ + (a₁b₂−a₂b₁)k̂
- Determinant form: a×b = |î ĵ k̂; a₁ a₂ a₃; b₁ b₂ b₃|
- Anti-commutative: a×b = −(b×a); a×a = 0
- Geometric meaning: |a×b| = area of parallelogram with sides a, b
- Unit vector perpendicular to both: n̂ = (a×b)/|a×b|
- Parallel condition: a×b = 0 ⇔ a∥b
Scalar Triple Product and Vector Triple Product
Scalar triple product [a b c] = a⋅(b×c) gives the volume of parallelepiped with edges a, b, c. In component form, it equals the determinant |a₁ a₂ a₃; b₁ b₂ b₃; c₁ c₂ c₃|. Cyclic permutation does not change value: [a b c] = [b c a] = [c a b], but anti-cyclic or swapping two vectors changes sign: [a c b] = −[a b c]. Vectors a, b, c are coplanar if and only if [a b c] = 0. Volume of tetrahedron with edges a, b, c is (1/6)|[a b c]|. Vector triple product identities: a×(b×c) = (a⋅c)b − (a⋅b)c (BAC−CAB rule) and (a×b)×c = (a⋅c)b − (b⋅c)a. These identities simplify complex vector proofs and appear in 5–6 mark derivation questions in CBSE exams and competitive tests like JEE Advanced.
- Scalar triple product: [a b c] = a⋅(b×c) = det|a₁ a₂ a₃; b₁ b₂ b₃; c₁ c₂ c₃|
- Volume of parallelepiped: V = |[a b c]|; tetrahedron volume = (1/6)|[a b c]|
- Coplanarity condition: [a b c] = 0 ⇔ a, b, c coplanar
- Cyclic property: [a b c] = [b c a] = [c a b]
- Vector triple product: a×(b×c) = (a⋅c)b − (a⋅b)c (BAC−CAB rule)
- Note: a×(b×c) ≠ (a×b)×c in general
Geometrical Applications — Area and Projection Formulas
Vector Algebra provides elegant formulas for geometric quantities. Area of triangle ABC with position vectors a, b, c is ½|AB×AC| = ½|(b−a)×(c−a)|. Area of parallelogram is |a×b| where a and b are adjacent sides. Projection of vector a on b is scalar (a⋅b)/|b|; vector form is ((a⋅b)/|b|²)b. Work done by constant force F displacing object by d is W = F⋅d. Moment of force F about point O with position vector r is τ = r×F. Distance from point P(r) to line through A(a) parallel to b is |AP×b|/|b| = |(r−a)×b|/|b|. These applications are favorite topics for CBSE board long-answer questions worth 6 marks, often combined with coordinate geometry, especially in March board exams where 3D geometry integrates with vectors extensively.
- Area of triangle with vertices A(a), B(b), C(c): Area = ½|(b−a)×(c−a)|
- Area of parallelogram with sides a, b: Area = |a×b|
- Projection (scalar): proj of a on b = (a⋅b)/|b|
- Vector projection of a on b: ((a⋅b)/|b|²)b
- Work done: W = F⋅d (force and displacement vectors)
- Moment (torque): τ = r×F (position and force vectors)
- Distance from point to line: d = |(r−a)×b|/|b|
Properties and Laws — Dot and Cross Product Summary Table
Understanding properties avoids calculation errors. Dot product is commutative (a⋅b=b⋅a), distributive (a⋅(b+c)=a⋅b+a⋅c), and satisfies a⋅a=|a|². It does not have an inverse or cancellation law. Cross product is anti-commutative (a×b=−b×a), distributive over addition, satisfies a×a=0, but is not associative: (a×b)×c ≠ a×(b×c). Jacobi identity: a×(b×c) + b×(c×a) + c×(a×b) = 0. For orthonormal basis î, ĵ, k̂: î⋅î=1, î×ĵ=k̂, etc. Lagrange identity: |a×b|² = |a|²|b|² − (a⋅b)². These properties simplify proofs in vector identities and 5-mark 'prove that' questions where you must show a relation between scalar and vector products, common in CBSE sample papers and previous years' board exams.
- Dot product: commutative, distributive, a⋅a=|a|², not associative
- Cross product: anti-commutative, distributive, a×a=0, not associative
- Lagrange identity: |a×b|² + (a⋅b)² = |a|²|b|²
- Orthonormal basis: î⋅î=ĵ⋅ĵ=k̂⋅k̂=1, î⋅ĵ=0, î×ĵ=k̂, ĵ×k̂=î, k̂×î=ĵ
- Jacobi identity: a×(b×c) + b×(c×a) + c×(a×b) = 0
- Cancellation: a⋅b=a⋅c does NOT imply b=c (dot product has no cancellation law)
Common Mistakes, Sign Errors and Notation Pitfalls
Students often lose marks due to preventable errors in Vector Algebra. Confusing dot and cross products is the most common mistake: dot product yields a scalar, cross product a vector. Sign errors plague cross product calculation—always expand the determinant carefully, and remember the middle term î coefficient has a negative sign. Forgetting the unit vector n̂ in a×b = |a||b|sin θ n̂ leads to dimensional confusion. Writing a⋅b = |a||b| without cos θ is incorrect. Mixing up cyclic order in î×ĵ=k̂, ĵ×k̂=î, k̂×î=ĵ versus reverse order (anti-cyclic gives negative sign) causes sign flips. In scalar triple product, swapping two vectors changes sign, not detected if you compute determinant carelessly. Direction cosines must satisfy l²+m²+n²=1; if your answer does not, recheck magnitude calculation. Finally, stating vectors are parallel when a⋅b=0 (correct condition: a×b=0) and perpendicular when a×b=0 (correct: a⋅b=0) inverts the logic—mark these clearly in your formula sheet to avoid last-minute panic.
- Dot vs cross: a⋅b is scalar, a×b is vector perpendicular to both
- Sign in cross product determinant: middle term (ĵ component) has minus sign
- Unit vector: cross product formula includes direction n̂, not just magnitude
- Angle formula: always write cos θ = (a⋅b)/(|a||b|), not just numerator
- Cyclic order: î×ĵ=k̂ (right-hand rule); reversing gives negative
- Direction cosines: must sum squares to 1; if not, recalculate magnitude
- Perpendicular: a⋅b=0; parallel: a×b=0 (not vice versa)
Memory Tricks, Mnemonics and Quick Recall Tips
Mnemonic for cyclic cross product order: 'I Jump Constantly' → î×ĵ=k̂, ĵ×k̂=î, k̂×î=ĵ. Reverse gives negative. Remember BAC−CAB rule for vector triple product a×(b×c) as 'Back of the Cab': (a⋅c)b − (a⋅b)c. Dot product uses 'Cosine', Cross product uses 'Sine'—C and D (Dot), S and C (Cross) alphabetically. For determinant expansion: 'î positive, ĵ negative, k̂ positive' matches the (-1)^(i+j) pattern. Projection scalar is (a⋅b)/|b|; vector projection adds b̂ unit vector → ((a⋅b)/|b|²)b. Remember direction cosines constraint as 'unit sphere': l²+m²+n²=1. Coplanarity check: 'zero determinant = zero volume = coplanar'. CBSETUTOR.ai offers 24×7 AI tutoring where students upload formula-sheet photos and get instant clarifications on these mnemonics, worked step-by-step, ensuring you never forget under exam pressure—just ₹999/month for Classes 6-12 with a 3-day free trial to test before boards.
- 'I Jump Constantly' for î×ĵ=k̂, ĵ×k̂=î, k̂×î=ĵ; reverse for negative
- 'BAC−CAB' for a×(b×c)=(a⋅c)b−(a⋅b)c (back of the cab)
- Dot uses Cosine, Cross uses Sine (alphabetic: C-D, S-C)
- Determinant signs: î(+), ĵ(−), k̂(+) in cross product expansion
- Projection scalar (a⋅b)/|b|, vector ((a⋅b)/|b|²)b
- Direction cosines: 'unit sphere' l²+m²+n²=1
- Coplanar: 'zero det = zero volume'
Three Solved Mini-Examples Applying Core Formulas
Example 1: Find unit vector perpendicular to both a=î−ĵ+2k̂ and b=2î+3ĵ−k̂. Compute a×b = |î ĵ k̂; 1 −1 2; 2 3 −1| = î(1−6)−ĵ(−1−4)+k̂(3+2) = −5î+5ĵ+5k̂. Magnitude |a×b|=√(25+25+25)=5√3. Unit vector = (−5î+5ĵ+5k̂)/(5√3) = (−î+ĵ+k̂)/√3. Example 2: Show vectors a=2î+ĵ−2k̂, b=î+ĵ, c=î−2ĵ+3k̂ are coplanar. [a b c]=det|2 1 −2; 1 1 0; 1 −2 3|=2(3−0)−1(3−0)−2(−2−1)=6−3+6=9≠0, so not coplanar (correction: they are not). Example 3: Find projection of a=3î+4k̂ on b=4î+3k̂. a⋅b=12+12=24, |b|=√(16+9)=5. Projection = 24/5. These examples mirror typical CBSE 4-mark board questions and help cement formula application under timed conditions, crucial for scoring 30+ in this chapter during March 2025 exams.
- Example 1: Unit perpendicular vector via cross product and normalizing
- Example 2: Coplanarity test via scalar triple product determinant
- Example 3: Projection formula direct application
One-Glance Last-Minute Revision Box — All Key Formulas
This quick-reference box consolidates every formula you must recall in the exam hall. Magnitude: |a|=√(a₁²+a₂²+a₃²). Unit vector: â=a/|a|. Direction cosines l,m,n: l²+m²+n²=1. Dot product: a⋅b=a₁b₁+a₂b₂+a₃b₃=|a||b|cos θ; perpendicular if a⋅b=0. Cross product: a×b=(a₂b₃−a₃b₂)î−(a₁b₃−a₃b₁)ĵ+(a₁b₂−a₂b₁)k̂=|a||b|sin θ n̂; parallel if a×b=0. Scalar triple product: [a b c]=a⋅(b×c); coplanar if =0. Volume parallelepiped=|[a b c]|, tetrahedron=(1/6)|[a b c]|. Area triangle=½|AB×AC|, parallelogram=|a×b|. Projection of a on b: (a⋅b)/|b|. Vector triple product: a×(b×c)=(a⋅c)b−(a⋅b)c. Keep this box on your desk during final revision week; practice writing it from memory daily. CBSETUOR.ai students upload this box and drill with AI-generated questions, tracking weak spots till exam day—affordable at ₹999/month, one subscription covering all subjects Classes 6-12 with photo-upload doubt solving anytime, anywhere.
- Magnitude: |a| = √(a₁²+a₂²+a₃²); Unit vector: â = a/|a|
- Direction cosines: l²+m²+n²=1; from ratios a:b:c, l=±a/√(a²+b²+c²)
- Dot: a⋅b = a₁b₁+a₂b₂+a₃b₃ = |a||b|cosθ; ⊥ if a⋅b=0
- Cross: a×b = (a₂b₃−a₃b₂,−(a₁b₃−a₃b₁),a₁b₂−a₂b₁) = |a||b|sinθ n̂; ∥ if a×b=0
- Triple scalar: [abc]=a⋅(b×c); coplanar if =0; Vol=|[abc]|, tet=(1/6)|[abc]|
- Area: triangle=½|(b−a)×(c−a)|, parallelogram=|a×b|
- Projection: scalar (a⋅b)/|b|, vector ((a⋅b)/|b|²)b
- Triple vector: a×(b×c)=(a⋅c)b−(a⋅b)c (BAC−CAB)
Frequently asked questions
What is the difference between dot product and cross product in Vector Algebra?+
Dot product a⋅b = |a||b|cos θ is a scalar quantity representing the projection of one vector on another, used to find angles and check perpendicularity (a⋅b=0). Cross product a×b = |a||b|sin θ n̂ is a vector perpendicular to both a and b, used to find area and check parallelism (a×b=0). Dot uses cosine, cross uses sine.
How do I remember the formula for cross product in component form?+
Write the determinant |î ĵ k̂; a₁ a₂ a₃; b₁ b₂ b₃| and expand along the first row: î(a₂b₃−a₃b₂) − ĵ(a₁b₃−a₃b₁) + k̂(a₁b₂−a₂b₁). Remember the minus sign before the ĵ term. Alternatively use the mnemonic 'î positive, ĵ negative, k̂ positive' for signs.
When are three vectors a, b, c coplanar in Class 12 Vector Algebra?+
Vectors a, b, c are coplanar if and only if their scalar triple product [a b c] = a⋅(b×c) equals zero. Geometrically, this means the volume of the parallelepiped formed by them is zero, so they lie in the same plane. Compute the determinant |a₁ a₂ a₃; b₁ b₂ b₃; c₁ c₂ c₃|; if it is zero, vectors are coplanar.
What is the geometrical meaning of |a×b| in Vector Algebra?+
The magnitude |a×b| equals the area of the parallelogram with adjacent sides a and b. Since |a×b| = |a||b|sin θ, it measures the component of b perpendicular to a times |a|. Area of triangle with sides a and b is ½|a×b|. This property is heavily used in coordinate geometry problems.
How do I find the angle between two vectors using their components?+
Use the dot product formula: cos θ = (a⋅b)/(|a||b|). Compute a⋅b = a₁b₁+a₂b₂+a₃b₃, find magnitudes |a|=√(a₁²+a₂²+a₃²) and |b|=√(b₁²+b₂²+b₃²), then θ = cos⁻¹((a⋅b)/(|a||b|)). If a⋅b=0, vectors are perpendicular (θ=90°). This is a standard 4-mark board question.
What is the BAC−CAB rule in vector triple product?+
The vector triple product identity a×(b×c) = (a⋅c)b − (a⋅b)c is called BAC−CAB (back of the cab) because the result has 'b' with (a⋅c) and 'c' with −(a⋅b). It simplifies expressions involving nested cross products and is essential for proving vector identities in 5-6 mark questions.
How is scalar triple product related to volume of tetrahedron?+
Scalar triple product [a b c] gives the volume of the parallelepiped with edges a, b, c. Volume of tetrahedron (pyramid with triangular base) is one-sixth of the parallelepiped: V = (1/6)|[a b c]| = (1/6)|a⋅(b×c)|. This formula appears frequently in 3D geometry applications.
What are direction cosines and how do they differ from direction ratios?+
Direction cosines l, m, n are cosines of angles a vector makes with coordinate axes and satisfy l²+m²+n²=1. Direction ratios a, b, c are any proportional numbers: if direction ratios are a:b:c, direction cosines are ±a/√(a²+b²+c²), ±b/√(a²+b²+c²), ±c/√(a²+b²+c²). Direction ratios are not unique, direction cosines are unique up to sign.
How do I find a unit vector perpendicular to two given vectors?+
Compute the cross product a×b, which is perpendicular to both a and b. Then find its magnitude |a×b| and divide: unit vector = (a×b)/|a×b|. There are two such unit vectors: ±(a×b)/|a×b|, pointing in opposite directions. This is a classic 3-mark question in CBSE board exams.
Can CBSETUTOR.ai help me practice Vector Algebra formula application for boards?+
Yes, CBSETUOR.ai offers unlimited AI-driven practice for Class 12 Mathematics including Vector Algebra. Upload photos of any formula or problem from NCERT or sample papers, and the AI tutor solves it step-by-step, explains when to use which formula, and generates similar questions for drill. One flat price ₹999/month for all subjects Classes 6-12, with a 3-day free trial so you can test it before March 2025 board exams. Available 24×7 on mobile and web.
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