Combined sizing and layout optimization of truss structures via update Monte Carlo tree search (UMCTS) algorithm.
Fu-Yao KoKatsuyuki SuzukiKazuo YonekuraPublished in: CoRR (2023)
Keyphrases
- optimization algorithm
- monte carlo
- cost function
- tree search algorithm
- learning algorithm
- computational complexity
- np hard
- dynamic programming
- search space
- objective function
- monte carlo tree search
- neural network
- particle swarm optimization
- reinforcement learning
- genetic algorithm
- path planning
- convergence rate
- machine learning