This problem is from Burton pg. 44. The hint given is this:
Put $y = 3s-5t$ and $z = -s + 2t$
First Question
Why does this hint work? How did it come to be? It doesn't seem to stem from the euclidean algorithm or from $\gcd (12, 30)$.
Second Question
Even so, how does one proceed? Using the given substitution doesn't appear to give integer solutions, at least according to what I have done (which is probably, most definitely not the right approach). I went from $3x + 2s - 8t = 8$ to try and substitute something for $x,s$ which led to $x = 1 +2f \: \:, \: y= -1 + 3f \: \:$ ($f$ is any integer). But this leads to $t$ having a fractional value.
Any help is greatly appreciated.
The hint reduces the equation to $$ 5x+2s=8 $$ which can be solved using the Euclidean algorithm, or noticing that $x=0$ and $s=4$ is a particular solution. Then we get that $x=2u$ and $s=4-5u$ is the general solution.
There are other reductions. I think the following is just as simple and maybe a bit more intuitive.
Factoring $3$ out of the equation gives $$ 5x+4y+10z=8 $$ If we set $w=x+2z$, all we really need to solve is $$ 5w+4y=8 $$ One solution is $w=0$ and $y=2$, which means the general solution is $$ w=4t\qquad\text{and}\qquad y=2-5t $$ Therefore, we get the general solution to the original equation to be $$ x=4t-2z\qquad\text{and}\qquad y=2-5t $$