I recently upsolved C. Gellyfish and Eternal Violet with this submission, which resulted in an AC verdict.
But I am concerned about this part of my code:
double ans = 0, last = 1;
for(int i = 1; i <= s; i++) last *= q;
for(int i = s; i <= r; i++) {
ans += last * dp0[r-i][max(1,m-i+s)];
last *= p * i / (i+1-s);
}
cout << ans << endl;
Basically, last is just a probability representing the current binomial distribution: $$$\binom{i-1}{s-1}\,p^{i-s}\,q^{s}$$$.
I initially computed the probability of last with $$$i=s$$$, which is just $$$\binom{s-1}{s-1}\,p^{0}\,q^{s}$$$, before starting the second loop and transitioning it to the next value of $$$i$$$ every iteration.
What I'm worried about here is that $$$q^s$$$ can be very small (effectively as small as $$$0.01^{4000}$$$ under the constraints of the problem).
This can be problematic since I'm working with double, which makes me question if there is a hack that can break my solution.
Assuming there is a hack that breaks my solution, how can I compute last to avoid running into problems with floating-point underflow?
Update: I think I figured it out.









