14 citations · 16 across the 3 of their papers we have counts for
4 papers · 1 filter
A Continuous-Time Optimal Control Approach to Congestion Control
Harshvardhan Uppaluru, Hamid Emadi, Hossein Rastgoftar
Traffic congestion has become a nightmare to modern life in metropolitan cities. On average, a driver spending X hours a year stuck in traffic is one of most common sentences we of…
Apache Submarine: A Unified Machine Learning Platform Made Simple
Kai-Hsun Chen, Huan-Ping Su, Wei-Chiu Chuang +12
As machine learning is applied more widely, it is necessary to have a machine learning platform for both infrastructure administrators and users including expert data scientists an…
Boundary Control of Traffic Congestion Modeled as a Non-stationary Stochastic Process
Xun Liu, Hossein Rastgoftar
In this paper, we introduce a new conservation-based approach to model traffic dynamics, and apply the model predictive control (MPC) approach to control the boundary traffic inflo…
Conservation-Based Modeling and Boundary Control of Congestion with an Application to Traffic Management in Center City Philadelphia
Xun Liu, Hossein Rastgoftar
This paper develops a conservation-based approach to model traffic dynamics and alleviate traffic congestion in a network of interconnected roads (NOIR). We generate a NOIR by usin…