Weighted A*
In Weighted A* we inflate the effect of the heuristic. Sometimes this algorithm may expand less states than A* or IDA*, and you can experiment to see if it works well for your problem space.
\[
\begin{aligned}
& w > 1 \\
& f(n) = g(n) + w \cdot h(n)
\end{aligned}
\]