Abstract Description: This talk presents inference, control, and game-theoretic algorithms developed to improve traffic flow in transportation networks, implemented on HPC platforms. First, traffic estimation algorithms using crowdsourced mobile data are presented. These rely on applications of convex optimization to inverse modeling problems involving partial differential equations (PDEs). The implementation of these algorithms on mobile […]
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