Math Problem Statement
((2,0,1,2) , (3,3,-3,3), (1,-1,2,0), (2,2,4,3) ,(0,1,3,0) ) these are vectors , show one vector as a combinaiton of other vectors
Solution
We are given five vectors:
We need to express one vector as a linear combination of the others. Let’s pick and attempt to express it as a linear combination of .
This means we want to find constants such that:
In vector form, this equation becomes:
This gives a system of four equations:
2 & = 2a + 3b + c, \\ 2 & = 3b - c + d, \\ 4 & = a - 3b + 2c + 3d, \\ 3 & = 2a + 3b. \end{aligned}$$ Now, I will solve this system to find the values of $$a, b, c, d$$. Let me calculate that for you.The solution to the system of equations is: $$a = \frac{5}{3}, \quad b = -\frac{1}{9}, \quad c = -1, \quad d = \frac{4}{3}$$ Thus, we can express $$\mathbf{v_4}$$ as a linear combination of $$\mathbf{v_1}, \mathbf{v_2}, \mathbf{v_3}, \mathbf{v_5}$$ as: $$\mathbf{v_4} = \frac{5}{3} \mathbf{v_1} - \frac{1}{9} \mathbf{v_2} - \mathbf{v_3} + \frac{4}{3} \mathbf{v_5}$$ This is the desired linear combination. Do you want more details or have any questions? Here are 5 related questions: 1. Can any other vector be written as a combination of the remaining vectors? 2. How can we determine if a set of vectors is linearly independent? 3. What does it mean for a vector to be a linear combination of others? 4. Can this system have more than one solution? 5. What is the geometric interpretation of vectors and their combinations? **Tip:** A set of vectors is linearly dependent if one can be written as a linear combination of the others.Ask a new question for Free
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Vector Spaces
Linear Combinations
Formulas
v4 = a * v1 + b * v2 + c * v3 + d * v5
System of linear equations
Theorems
Linear Dependence Theorem
Solving Systems of Equations
Suitable Grade Level
Undergraduate (Linear Algebra)
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