Math Problem Statement
Solution
To show that the vector is a linear combination of vectors and , we need to find scalars and such that:
This means:
Now, let's break this into two components (for the x- and y-coordinates):
Step 1: Equation for the x-coordinate
Thus, .
Step 2: Equation for the y-coordinate
Substitute :
Conclusion
The vector can be written as a linear combination of and as follows:
This shows that is a linear combination of and .
Would you like further clarification on any part of the process?
Here are 5 related questions to consider:
- What are the conditions for a set of vectors to form a basis for ?
- How can you determine if three vectors in are linearly independent?
- What is the geometrical interpretation of a linear combination in 2D space?
- How do you solve for linear combinations in higher dimensions, such as or ?
- What role do linear combinations play in determining the span of a set of vectors?
Tip: In vector spaces, finding linear combinations helps determine if one vector can be expressed using others, which is key to understanding the concept of vector span and independence.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Vector Spaces
Linear Combinations
Formulas
w = a * u + b * v
a * u_x + b * v_x = w_x
a * u_y + b * v_y = w_y
Theorems
Linear Combination Theorem
Suitable Grade Level
Grades 10-12
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