A slight variation:
Solve[Log[x] - Log[y] == b - 2 Log[y] + a x, y, Reals, Assumptions -> x > 0]
Solve[Log[x] - Log[y] == b - 2 Log[y] + a x, {y}, Assumptions -> x > 0]