In learning math, we always encounter definitions. My question is whether the inverse proposition of a definition is always true.
For example, we have the definition of a symmetric matrix, which goes 'If $A$=$A^T$, then $A$ is symmertic.' It is obvious that when we have a symmetric matrix, it always satisfies $A$=$A^T$.
But if we use logic to explain, I have a problem. The definition part can be written as 'If $p$, then $q$', whose truth can not indicate the inverse 'if $q$, then $p$' is also true.