I would like some clarification about the usage/meaning of $:=$ and $\equiv$.
I have been using $A := B$ to denote "Let $A$ be defined as $B$." This is akin to assignment = in programming.
I also have been using $A \equiv B$ to denote "$A$ is equivalent to $B$," but as a result of their definitions which do not directly depend on each other.
However, in books and papers, I rarely see "$:=$" used; authors only seem to use "$=$".
Could someone comment on the usage of these two symbols as well as what the convention is for notating the relations described above? Thanks!
My impression is that there are no situations where it is required to use $:=$ or $\equiv$ instead of $=$ (except in modular arithmetic, where $\equiv$ has a special meaning). Rather, they are used to clarify what the author is trying to say.
Your usage of $:=$ I believe is the standard one, and it is used when there is a possibility of confusion between saying that $f(x) = g(x)$ "for the time being", or based on the context, where we are actually trying to say that $f(x)$ is defined to be $g(x)$ and nothing else. Your usage for $\equiv$ is more often replaced in mathematics by $A \iff B$, where $A$ and $B$ are propositions.
The symbol $\equiv$ is used mostly in math to clarify the following ambiguity: if the author says $f(x) = g(x)$, it is perhaps unclear whether we are talking about a particular value of $x$, or whether the equality is between functions. $f(x) \equiv g(x)$ is used to emphasize that the functions are equal at all relevant points $x$.