The perspective seems to assume some things, like fininitude of solution spaces.
For example, think about the problem of generating a Voronoi tesselation from a set of input points. Here there is an infinitely sized solution space as each point in the edges of the diagram is a tuple of real numbernumbers. Yet a solution can be reached in O(n log(n)) in the number of input points (for the plane).