Increasing environmental and social concerns regarding the use of heavily polluting transportation fuels have led to an increasing interest in alternative fuels, such as liquefied natural gas (LNG). Supply chain management decisions play a critical role in realizing the potential environmental and economic advantages of LNG as a fuel. Yet, these decisions are complicated by two important challenges. First, both the distribution network and demand for LNG as a fuel are noticeably underdeveloped. Demand is expected to grow if the distribution network matures, yet such network investments require increased demand. Second, LNG is a cryogenic liquid that is constantly boiling-off. The boil-off not only reduces the quantity of the fuel, but also ...