Update Monte Carlo tree search (UMCTS) algorithm for heuristic global search of sizing optimization problems for truss structures.
Fu-Yao KoKatsuyuki SuzukiKazuo YonekuraPublished in: CoRR (2023)
Keyphrases
- global search
- simulated annealing
- optimal solution
- cost function
- dynamic programming
- search algorithm
- tree search algorithm
- exhaustive search
- combinatorial optimization
- monte carlo
- particle swarm optimization
- optimization problems
- computational complexity
- greedy search
- objective function
- optimization algorithm
- mathematical model
- learning algorithm
- monte carlo tree search
- global optima
- global optimization
- particle swarm optimization algorithm
- linear programming
- search space
- branch bound
- machine learning
- optimization method
- artificial neural networks
- genetic algorithm