Math Problem Statement
Let V be the set of column vectors with two Real number entries with the following definitions of vector addition and scalar multiplication. open square brackets table row x row y end table close square brackets plus open square brackets table row w row z end table close square brackets equals open square brackets table row cell x plus w end cell row cell y plus z end cell end table close square brackets alpha open square brackets table row x row y end table close square brackets equals open square brackets table row cell alpha x end cell row cell alpha y end cell end table close square brackets Where x comma space y comma space z comma space w are in straight real numbers, and alpha is in straight complex numbers. Is V a vector space over the field of Complex numbers? Why or why not? a. No, because neither the Zero axiom nor the Additive Inverse axiom is satisfied b. No, because the Additive Closure axiom is not satisfied, though the Scalar Closure axiom is satisfied c. Yes, because all 10 vector space axioms are satisfied d. No, because the One axiom is not satisfied, though the Zero and Additive Inverse axioms are satisfied e. No, because though the Additive Inverse axiom is satisfied, the Zero axiom is not satisfied f. No, because though the Additive Closure axiom is satisfied, the Scalar Closure axiom is not satisfied g. No, because neither the Zero axiom nor the One axiom is satisfied h. No, because the Additive Inverse axiom is not satisfied, though the Zero axiom is satisfied
Solution
Let's first summarize the problem clearly:
We are asked to check whether , the set of column vectors with two real-number entries (denoted as where ), is a vector space over the field of complex numbers, . The given operations are:
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Vector Addition: , where .
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Scalar Multiplication: , where and .
Key Checks for a Vector Space:
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Additive Closure: The sum of two vectors in must be in . Since , the addition and will also be real numbers, so the result will lie in . Therefore, additive closure is satisfied.
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Scalar Multiplication Closure: The scalar multiplication of a vector with a complex number must result in a vector in . The scalar multiplication is defined as: [ \alpha \left[ \begin{array}{c} x \ y \end{array} \right] = \left[ \begin{array}{c} \alpha x \ \alpha y \end{array} \right] ] where and . Since and are real, the multiplication by a complex number can result in complex numbers. Thus, the resulting vector does not remain in , as is only defined for real number entries. Therefore, scalar multiplication closure is not satisfied.
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Other Axioms: The other axioms, such as the existence of a zero vector, the existence of additive inverses, and so on, may still hold, but scalar multiplication closure failure already disqualifies from being a vector space over .
Conclusion:
The problem essentially boils down to whether the closure under scalar multiplication holds, which it does not, because multiplying by a complex scalar can lead to a non-real result. Therefore, is not a vector space over the field of complex numbers.
The correct answer is: b. No, because the Additive Closure axiom is not satisfied, though the Scalar Closure axiom is satisfied.
Additional Questions:
- Why is scalar multiplication closure an essential axiom in vector spaces?
- How would the situation change if were defined over the field of real numbers instead of complex numbers?
- What would need to change in the definition of scalar multiplication for to be a vector space over ?
- How does the closure of addition work for real-valued vector spaces?
- Can you think of other examples where scalar multiplication fails to satisfy closure?
Tip: Always verify both closure properties (addition and scalar multiplication) for vector spaces before checking the other axioms.
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Math Problem Analysis
Mathematical Concepts
Vector Spaces
Linear Algebra
Closure Properties
Complex Numbers
Formulas
Vector Addition: [ x y ] + [ w z ] = [ x+w y+z ]
Scalar Multiplication: alpha [ x y ] = [ alpha*x alpha*y ]
Theorems
Axioms of Vector Spaces
Closure under Scalar Multiplication
Closure under Addition
Suitable Grade Level
Grades 11-12