A GPU-native DC loadflow solver combined with a MapElites variant in a genetic algorithm framework generates diverse transmission topology candidates on the Pareto front in under 15 minutes.
Optimizing Power Grid Topologies with Reinforcement Learning: A Survey of Methods and Challenges, May 2025
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Transmission Topology Optimization using accelerated MapElites
A GPU-native DC loadflow solver combined with a MapElites variant in a genetic algorithm framework generates diverse transmission topology candidates on the Pareto front in under 15 minutes.