Singular value decomposition and eigenvalue problem:

[maajdl]

Could you explain me:

what the difference is between singular value decomposition and eigenvalue problem,
when square matrices are involved.

Thanks

 

[UltrafastPED]

See http://en.wikipedia.org/wiki/Singular_value_decomposition