Many real-world problems such as industrial production planning 1,2, traffic signal control 3,4, military strategic decision-making 5,6 and energy management of hybrid electric vehicles 7 can be ...

Advanced industrial manufacturing involves a number of complex operation and decision NP-hard problems, such as industrial robot trajectory planning and flexible job shop scheduling, which calls for ...

Dynamic stochastic matching problems arise in a variety of recent applications, ranging from ridesharing and online video games to kidney exchange. Such problems are naturally formulated as Markov ...

Overview: Algorithm selection is an engineering decision: the wrong choice can freeze a system at scale, regardless of ...