Reinforcement Learning and Graph Embedding for Binary Truss Topology Optimization Under Stress and Displacement Constraints
Author:
Funder
Japan Society for the Promotion of Science
Publisher
Frontiers Media SA
Subject
Urban Studies,Building and Construction,Geography, Planning and Development
Reference41 articles.
1. Global optimization of truss topology with discrete bar areas-part ii: implementation and numerical results;Achtziger;Comput. Optim. Appl,2009
2. A Markovian decision process;Bellman;Indiana Univ. Math. J,1957
3. Adaptive Control Processes
4. A comprehensive survey of graph embedding: problems, techniques and applications;Cai;IEEE Trans. Knowl. Data Eng,2017
5. ε-relaxed approach in structural topology optimization;Cheng;Struct. Optim,1997
Cited by 39 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. Vertex-based graph neural network classification model considering structural topological features for structural optimization;Computers & Structures;2024-12
2. Logic-Informed Graph Neural Networks for Structural Form-Finding;Advanced Engineering Informatics;2024-08
3. Optimization study of a probe chuck for semiconductor wafers using genetic algorithm and deep reinforcement learnings;Journal of Mechanical Science and Technology;2024-08
4. Application of Artificial Intelligence in Design Automation: A Two-Stage Framework for Structure Configuration and Design;Journal of Construction Engineering and Management;2024-08
5. Multi-labeled image data-based generative topology optimization of primary mirror with conditional designable generative adversarial network and reinforcement learning;Engineering Applications of Artificial Intelligence;2024-07
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3