In this dissertation, I have developed a spectrum of models, accompanied by qual itative analysis, and appropriate computational methods, for the purpose of formu lating and studying a variety of complex environmental decision-making problems. The applications that I have focused on were green logistics, including global supply chains, as well as reverse supply chain management with electronic recycling.