The purpose of the study is to investigate the effect of fluticasone furoate/vilanterol Inhalation Powder on arterial stiffness compared with placebo and vilanterol over a 24-week treatment period in subjects with COPD and aortic pulse wave velocity of 11.0 m/s or above.