Electric Vehicle Routing Problem for Emergency Power Supply: Towards Telecom Base Station Relief

1 code implementation • 3 Apr 2024 • Daisuke Kikuta, Hiroki Ikeuchi, Kengo Tajiri, Yuta Toyama, Masaki Nakamura, Yuusuke Nakano

To accomplish the mission, it is essential to maintain the power of the telecom base stations.

Reinforcement Learning (RL)

RouteExplainer: An Explanation Framework for Vehicle Routing Problem

1 code implementation • 6 Mar 2024 • Daisuke Kikuta, Hiroki Ikeuchi, Kengo Tajiri, Yuusuke Nakano

While the explainability for VRP is significant for improving the reliability and interactivity in practical VRP applications, it remains unexplored.

Combinatorial Optimization counterfactual +1

Recovery command generation towards automatic recovery in ICT systems by Seq2Seq learning

no code implementations • 24 Mar 2020 • Hiroki Ikeuchi, Akio Watanabe, Tsutomu Hirao, Makoto Morishita, Masaaki Nishino, Yoichi Matsuo, Keishiro Watanabe

With the increase in scale and complexity of ICT systems, their operation increasingly requires automatic recovery from failures.