Conclusion and Perspectives

This text presents several ways to incorporate discrete choice models into convex optimization schemes. The analysis is motivated by problems of computational economics, such as e. g. consumption behavior, diffusion of information, and dynamic pricing. As the foundation, we study the strong convexity of the convex conjugate of the surplus functions due to different discrete choice models.