When Do Complex Matrices Yield Infinite Solutions?

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SUMMARY

The discussion focuses on determining when a matrix with a parameter yields infinite solutions, no solutions, or a single solution. It clarifies that for a matrix equation Ax = b, if the determinant of matrix A is non-zero, a single solution exists due to the invertibility of A. Conversely, if the determinant is zero, the existence of solutions depends on whether vector b lies within the image of A; if it does, infinite solutions arise, while if it does not, no solutions exist. The context of complex numbers is emphasized, indicating that both the matrix and vectors can contain complex entries.

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  • Understanding of matrix equations, specifically Ax = b
  • Knowledge of determinants and their implications on matrix invertibility
  • Familiarity with vector spaces over complex numbers
  • Concept of kernel and image in linear algebra
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  • Study the properties of determinants in linear algebra
  • Learn about the kernel and image of matrices
  • Explore examples of matrix equations with parameters
  • Investigate the implications of complex vector spaces in linear systems
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Students and educators in linear algebra, mathematicians exploring complex matrices, and anyone interested in solving matrix equations with parameters.

transgalactic
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i remmember my teacher mentioned that when we have a matrix with a parameter
and i am asked to find for which values there are infinite number of answers
no answer or a single answer

she said that if the space is defined as C then we must carry on
and split into complex numbers

i can't find a question that makes that

can you give me an example to work on??
 
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I can't figure out what you're asking.
 
transgalactic said:
i remmember my teacher mentioned that when we have a matrix with a parameter
and i am asked to find for which values there are infinite number of answers
no answer or a single answer

she said that if the space is defined as C then we must carry on
and split into complex numbers

i can't find a question that makes that

can you give me an example to work on??

I doubt your teacher said that, exactly! I suspect that your teacher was talking about a matrix equation, like Ax= b where A depends on a parameter. If the determinant of A is non-zero, remember, A has an inverse so multiplying by that inverse on both sides of the equation gives A-1Ax= x= A-1b, a single solution.

If the determinant of A is 0, however, either of two things can happen. If the determinant of A is 0, then the kernel of A has dimension greater than 0 and so the dimension of the image A is less than the dimension of the space. If b happens to lie in the image of A, then there will be an infinite number of solutions. If b is not in the image of A, then there is no solution.

If the vector space is over the complex numbers (not "defined as C") then the entries in the vectors b and x, as well as A can be complex numbers. She may have said that you can split them into real and imaginary parts but surely not "split into complex numbers".
 

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