Next generation wireless networks have many promising features, such as high datarates, hybrid voice and data services, integration of different wireless access technologies, andintelligent networks with self-maintenance. With these features, several scheduling andresource optimization issues arise. In this dissertation, I aim to address these issues by firstformulating the prob...