Definitions of rationalise:

verb: structure and run according to rational or scientific principles in order to achieve desired results
verb: remove irrational quantities from
verb: think rationally; employ logic or reason
verb: weed out unwanted or unnecessary things
verb: defend, explain, clear away, or make excuses for by reasoning