With the rapid development of trade globalization, transportation plays a critical role in global trade, and outsourcing transportation has become a common practice in the modern logistics industry. This book solved two problems in the modern logistics industry, which helped shippers save transportation costs and helped O2O takeout platforms improve decisions. This book studies two classes of decision-making optimization problems widely concerned in the modern logistics industry: transportation service procurement problems and online-to-offline food pickup and delivery problems.