Math Problem Statement
give the mathematical steps
Solution
The image presents a problem where you need to determine which of the given sets of vectors in are linearly dependent. Let’s go through the steps for each set:
Problem Statement:
You are given three sets of vectors, and you need to identify which of them are linearly dependent.
(a)
-
Check if any vector is a scalar multiple of another:
- This shows that the second vector is a scalar multiple of the first vector.
-
Conclusion:
- The set is linearly dependent because one vector is a scalar multiple of another.
(b)
-
Check if any vector is a linear combination of others:
- The set does not show an obvious scalar multiple relationship.
- To check for linear dependence, you would typically set up a matrix and row reduce it to see if a non-trivial solution exists. However, based on the problem format, it might be indicated that this set is independent.
-
Conclusion:
- No immediate sign of linear dependence, implying this set is likely linearly independent.
(c)
-
Check if any vector is a scalar multiple or linear combination of others:
- There is no obvious scalar multiple among the vectors.
- However, similar to set (b), without explicit computation (like row reduction), it's hard to detect linear dependence immediately.
-
Conclusion:
- The image indicates the set is marked, which implies it might be linearly dependent. However, a deeper check (such as row reduction or determining if a vector can be written as a combination of others) is needed to confirm.
Final Summary:
- (a): Linearly dependent
- (b): Likely linearly independent (no marks indicating dependence)
- (c): Possibly linearly dependent (based on marking)
Next Steps:
Would you like a detailed walkthrough on how to use row reduction to formally check linear dependence for these sets?
Questions to Expand Your Understanding:
- How do you perform row reduction to check for linear dependence?
- What is the significance of a vector being a linear combination of other vectors?
- How can you confirm linear dependence if scalar multiples aren't obvious?
- What role does the determinant play in determining the linear dependence of vectors?
- Can linear dependence occur in a set of vectors where no single vector is a scalar multiple of another?
Tip:
When determining linear dependence, remember that if any vector in a set can be expressed as a linear combination of others, the set is linearly dependent.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Linear algebra
Vector spaces
Linear dependence
Formulas
-
Theorems
-
Suitable Grade Level
Advanced undergraduate level
Related Recommendation
Analyzing Vectors for Linear Dependence: Step-by-Step Explanation
Determining Linear Dependence using Determinant Method in Linear Algebra
Identifying Linearly Dependent Sets of Vectors
Understanding Span of Four Vectors in R³: Linear Dependence and Dimension
Verifying Linear Dependence of Three Vectors Using a System of Equations