Math Problem Statement
Let a = (−7, −7, 5) and b = (2, 0, −3) be vectors. Orthogonal Component: ( ,
Solution
To find the orthogonal component of vector with respect to vector , we first need to determine the projection of onto .
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Calculate the dot product :
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Calculate the dot product of with itself:
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Find the projection of onto :
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Calculate the orthogonal component :
Now, convert to a fraction: So,
Thus, the orthogonal component of with respect to is:
Would you like further details or have any questions about this process? Here are some related questions you might consider:
- How do you visualize orthogonal components in a geometric context?
- What is the significance of orthogonal vectors in physics?
- Can you explain how to find the orthogonal component in two dimensions?
- What happens if two vectors are parallel in terms of their orthogonal components?
- How can the concept of orthogonal projection be applied in machine learning?
Tip: When calculating projections and orthogonal components, always double-check your vector operations to ensure accuracy!
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Math Problem Analysis
Mathematical Concepts
Vector Algebra
Orthogonal Projection
Dot Product
Formulas
Projection formula: proj_b(a) = (a · b) / (b · b) * b
Orthogonal component formula: a_⊥ = a - proj_b(a)
Theorems
Properties of orthogonal vectors
Suitable Grade Level
Grades 10-12