Online design of dynamic networks
Researchers have developed an online design method for dynamic networks. This involves designing and building a network over time in response to changing environmental conditions. The approach uses Monte Carlo Tree Search and rolling horizon optimization to adapt to uncertainty. The method was tested on a public transport system, where bus lines were constructed dynamically to meet user demand.
Researchers have developed an online design method for dynamic networks. This involves designing and building a network over time in response to changing environmental conditions. The approach uses Monte Carlo Tree Search and rolling horizon optimization to adapt to uncertainty. The method was tested on a public transport system, where bus lines were constructed dynamically to meet user demand.
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Why it matters: This matters because it allows networks to be designed and optimized in real-time, rather than through offline planning. This can improve performance and adaptability in dynamic environments.
Source: https://arxiv.org/abs/2410.08875
This article was originally published at: https://arxiv.org/abs/2410.08875