Math Problem Statement
Let w and v be two vectors in R^n with the property that Proj{sub v}w = -3v and Proj{sub w} v = -1/4w . What is the angle (in degrees) between w and v ?
Solution
To determine the angle between and , we use the fact that the projection of one vector onto another is proportional to the cosine of the angle between them. Here's the step-by-step solution:
Step 1: Projections
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The projection of onto is given as: From the problem, this is equal to . Hence: Cancel (assuming ): Therefore:
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Similarly, the projection of onto is given as: From the problem, this is equal to . Hence: Cancel (assuming ): Therefore:
Step 2: Equating the Dot Product Expressions
From the two equations for , we have: Eliminate the negative signs: Multiply through by 4:
Step 3: Using the Dot Product Formula
The dot product is related to the cosine of the angle between the vectors: From either projection equation, we know: Substitute (from ): Simplify: Cancel (nonzero): Solve for :
Step 4: Determine the Angle
The cosine value corresponds to an angle:
Final Answer:
The angle between and is:
Let me know if you would like further details or clarification!
Related Questions:
- What is the significance of the projection scalar coefficients in this problem?
- How does the dot product relate to projections geometrically?
- Can the angle between two vectors ever be greater than 180°?
- How would the solution change if the projections were given as positive scalars?
- How can this method be applied in three-dimensional vector spaces?
Tip:
Always check the consistency of your derived relationships when working with projections and dot products!
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Math Problem Analysis
Mathematical Concepts
Vector Projections
Dot Product
Cosine of an Angle Between Vectors
Vector Magnitude
Formulas
Proj_{v} w = (w · v / ||v||^2) v
Dot Product: w · v = ||w|| ||v|| cos(θ)
Relationship Between Projection and Angle
Theorems
Projection Theorem
Properties of the Dot Product
Suitable Grade Level
Undergraduate (Linear Algebra)
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