Dynamic road network optimization has been used for improving traffic flow in an infrequent and localized manner. The development of intelligent systems technology provides opportunity to improve the frequency scale dynamic optimization. However, such improvements are hindered by high computational complexity existing algorithms that generate plans. We present a novel solution integrates machin...

In many real-life applications, physical considerations lead to the necessity to consider the smoothest of all signals that is consistent with the measurement results. Usually, the corresponding optimization problem is solved in statistical context. In this paper, we propose a quadratic-time algorithm for smoothing an interval function. This algorithm, given n + 1 intervals x0, . . . ,xn with 0...

We introduce an adaptive routing strategy (ARS) for transportation networks. In this strategy, the route choice is made adaptively based on the real-time information of the whole system. An efficient optimization-based heuristic is proposed to support such real-time decision-making process. Numerical results show that our ARS outperforms both the static routing method and the original dynamic r...