AlphaTruss: Monte Carlo Tree Search for Optimal Truss Layout Design

AlphaTruss: Monte Carlo Tree Search for Optimal Truss Layout Design

Truss layout optimization under complex constraints has been a hot and challenging problem for decades that aims to find the optimal node locations, connection topology between nodes, and cross-sectional areas of connecting bars. Monte Carlo Tree Search (MCTS) is a reinforcement learning search tech...

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Bibliographic Details
Main Authors: Ruifeng Luo, Yifan Wang, Weifang Xiao, Xianzhong Zhao
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Buildings
Subjects:
truss layout design
reinforcement learning
simulation-based optimization
Monte Carlo Tree Search
computational intelligence
Online Access:https://www.mdpi.com/2075-5309/12/5/641

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