This study aims to examine the safety and efficacy of suvorexant (MK-4305) to improve sleep in individuals with Alzheimer's disease (AD). The primary hypothesis for the study is that suvorexant is superior to placebo in improving insomnia as measured by change from baseline in polysomnography (PSG)-derived total sleep time (TST) at Week 4.