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基于规则学习与编码的剪力墙智能设计优化
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作者 陆新征 韩进 +2 位作者 韩博 陈素文 廖文杰 《东南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2023年第6期1199-1208,共10页
为改善剪力墙结构智能设计面临的关键局部空间剪力墙布置规律学习不佳、布置细节难以满足经验规则与力学性能要求等问题,提出了一种基于规则学习与编码的剪力墙结构智能设计优化方法.首先,开发了整体-局部联合学习的剪力墙设计优化方法... 为改善剪力墙结构智能设计面临的关键局部空间剪力墙布置规律学习不佳、布置细节难以满足经验规则与力学性能要求等问题,提出了一种基于规则学习与编码的剪力墙结构智能设计优化方法.首先,开发了整体-局部联合学习的剪力墙设计优化方法,增强智能算法对局部空间剪力墙布置规律的学习;然后,提出了基于规则编码的剪力墙设计细节优化方法,将拓扑、模式、尺寸3个层次的规则约束编码作为可执行程序,优化智能设计的局部细节,使得智能设计与工程师设计更一致且受力性能更佳.典型案例研究表明,在保证优化效率的基础上,优化后剪力墙结构局部构件的轴压比等力学指标合理性提升,且39%的智能设计被判别为工程师设计. 展开更多
关键词 智能设计 局部优化 联合学习 规则编码 生成对抗网络
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Study on the correlativity of earthquake's impact on cities
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作者 PAN Hua(潘华) +3 位作者 ZHAO Feng-xin(赵凤新) GAO Meng-tan(高孟潭) 《Acta Seismologica Sinica(English Edition)》 CSCD 2004年第3期362-365,共4页
Introduction  With rapid development and advancement of economy and society, lots of city groups or city belts with ex-tra-large cities as their centers have been formed in China. The regions these city groups lie i... Introduction  With rapid development and advancement of economy and society, lots of city groups or city belts with ex-tra-large cities as their centers have been formed in China. The regions these city groups lie in usually havewell-developed economy, dense population, and are regional politics and culture centers. Some groups lie in theregions with high level of earthquake activity, such as the Surrounding Capital City Group with the centers of Bei-jing and Tianjin. Once a large earthquake occurs, its influence will spread to very extensive region and its disasterwill be tremendous too. So earthquake resistance and disaster mitigation of city group will be very significant issue.The cities in a group have close distance with each other; they can carry out unified preparation for disaster as onewhole and reduce the heavy load of single city before an earthquake, and have an advantage of prompt mutual-aidafter an earthquake because of close distance. It is especially significant to mitigate the lose of lives. One importantprecondition is that all the cities in one group cannot be exposed to the same level of destroy during one earth-quake. So the division of city group in the region with dense cities distribution shall be very significant to theemergent mutual-aid in early time after a large earthquake. For this goal, the characteristics and correlativity ofearthquake′s impact on cities in one group need to clearly be considered. The cities with similar features and strongcorrelativity of historical earthquake influence have large chance to suffer same level destroy during the futurestrong earthquake and are disadvantage to provide mutual-aid and shall not be divided into one group.  …… 展开更多
关键词 city group earthquake impact affected intensity CORRELATIVITY the simultaneous rate of seismic intensity CLC number: p315.9 Document code: A
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