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Determine if the statement is true or false, and justify your answer: If {u1, u2, u3, u4} is linearly independent, then so is {u1, u2, u3}.

User Xysun
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Final answer:

The statement is true because a subset of a linearly independent set is also linearly independent, meaning {u1, u2, u3} retains this property if {u1, u2, u3, u4} is linearly independent.

Step-by-step explanation:

The statement If {u1, u2, u3, u4} is linearly independent, then so is {u1, u2, u3} is true. To understand why this is the case, we need to define linear independence. A set of vectors is considered linearly independent if there is no way to write any vector as a linear combination of the others. More formally, if the only solution to the equation c1*u1 + c2*u2 + c3*u3 + ... + cn*un = 0 is c1 = c2 = c3 = ... = cn = 0, then the set is linearly independent.

Now, if a set of four vectors {u1, u2, u3, u4} is linearly independent, this means none of the vectors can be written as a linear combination of the others. When we consider a subset of these vectors, such as {u1, u2, u3}, this property still holds. Since u4 was independent of u1, u2, and u3, removing it does not create a linear dependence amongst u1, u2, and u3. Therefore, {u1, u2, u3} must also be linearly independent.

If we had instead added a vector to {u1, u2, u3} to create {u1, u2, u3, u4}, we would need to check for linear independence again as the additional vector could potentially be a linear combination of the previous ones. However, in this scenario where we know the larger set is already independent, we can confidently state that the subset retains that property.

User Kareen
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