Consider two vectors u=3i^−j^ and v=2i^+j^−λk^,λ>0. The angle between them is given by cos−1(275). Let v=v1+v2, where v1 is parallel to u and v2 is perpendicular to u. Then the value v12+v22 is equal to
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Solution
Key Concepts and Formulas
Dot Product: For vectors a=a1i^+a2j^+a3k^ and b=b1i^+b2j^+b3k^, their dot product is a⋅b=a1b1+a2b2+a3b3.
Magnitude of a Vector: The magnitude of a vector a=a1i^+a2j^+a3k^ is ∣a∣=a12+a22+a32. The square of the magnitude is ∣a∣2=a12+a22+a32.
Angle Between Vectors: The cosine of the angle θ between two non-zero vectors a and b is given by cosθ=∣a∣∣b∣a⋅b.
Vector Decomposition and Orthogonality: If a vector v is decomposed into v=v1+v2, where v1 is parallel to u and v2 is perpendicular to u, then v1 and v2 are orthogonal to each other. Consequently, ∣v∣2=∣v1∣2+∣v2∣2.
Step-by-Step Solution
Step 1: Determine the value of λ using the given angle between the vectors.
We are given u=3i^−j^ and v=2i^+j^−λk^ with λ>0. The angle θ between them satisfies cosθ=275.
First, calculate the dot product of u and v:
u⋅v=(3)(2)+(−1)(1)+(0)(−λ)=6−1+0=5
Next, calculate the magnitudes of u and v:
∣u∣=32+(−1)2+02=9+1=10∣v∣=22+12+(−λ)2=4+1+λ2=5+λ2
Now, use the formula for the angle between vectors:
cosθ=∣u∣∣v∣u⋅v
Substitute the known values:
275=105+λ25
To solve for λ, square both sides of the equation:
(275)2=(105+λ25)24×75=10(5+λ2)25285=10(5+λ2)25
Simplify the right side by dividing the numerator and denominator by 5:
285=2(5+λ2)5
Since the numerators are equal, the denominators must be equal:
28=2(5+λ2)
Divide by 2:
14=5+λ2
Solve for λ2:
λ2=14−5=9
Since λ>0, we have λ=3.
With λ=3, the vector v is 2i^+j^−3k^.
The square of the magnitude of v is:
∣v∣2=22+12+(−3)2=4+1+9=14
Step 2: Utilize the vector decomposition and the Pythagorean theorem for orthogonal vectors.
We are given that v=v1+v2, where v1 is parallel to u and v2 is perpendicular to u.
A key property of such a decomposition is that v1 and v2 are orthogonal to each other. This is because if v1=ku for some scalar k, and v2⋅u=0, then v1⋅v2=(ku)⋅v2=k(u⋅v2)=k(0)=0.
For orthogonal vectors v1 and v2, the Pythagorean theorem for vectors states:
∣v∣2=∣v1∣2+∣v2∣2
In Step 1, we calculated ∣v∣2 after finding λ=3.
∣v∣2=14
Therefore, the value of v12+v22 is equal to ∣v∣2.
v12+v22=14
Common Mistakes & Tips
Algebraic Errors: Squaring both sides of an equation can introduce extraneous solutions or lead to calculation errors. Double-check all algebraic manipulations.
Ignoring λ>0: The condition λ>0 is crucial for selecting the correct value of λ after solving λ2=9.
Unnecessary Calculation: Recognize that the problem directly asks for ∣v1∣2+∣v2∣2, which is equal to ∣v∣2 due to the orthogonal decomposition. Calculating v1 and v2 explicitly is time-consuming and not required.
Summary
The problem involves determining an unknown scalar λ using the angle between two vectors, and then finding the sum of the squares of the magnitudes of vector components. By first calculating λ using the dot product and magnitude formulas, we found λ=3. Subsequently, we recognized that the decomposition of v into v1 (parallel to u) and v2 (perpendicular to u) implies that v1 and v2 are orthogonal. This allows us to directly use the Pythagorean theorem for vectors, ∣v∣2=∣v1∣2+∣v2∣2. The required value is simply the square of the magnitude of v, which was calculated to be 14.