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Automated Design of Steel Frames Using Advanced Analysis and Object-Oriented Evolutionary Computation

机译:使用高级分析和面向对象的进化计算对钢框架进行自动化设计

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摘要

An automated design algorithm for partially restrained and fully restrained steel frames is presented. Advanced analysis based design is utilized and inelastic modeling of member behavior is based upon the distributed plasticity (plastic zone) model. Nonlinear connection behavior is simulated with trilinear moment-rotation curves. The automated design process is implemented using an evolutionary algorithm (EA). Object-oriented (OO) data structures are used to represent building frame components and implement the reproductive operations in the evolutionary algorithm. An optimized design problem is developed using an objective function which includes frame member weight and connection cost/complexity. Constraints related to both service and strength load levels are included. Two frame designs with varying topology are presented and discussions of the OO-EA performance are provided. It is shown that the OO-EA is a robust procedure for the automated design of steel frames using advanced analysis, which suggest that the EA can be a useful methodology upon which to pursue the development of automated performance-based design algorithms.
机译:提出了一种部分约束和全约束钢框架的自动化设计算法。利用基于高级分析的设计,基于分布式塑性(塑性区)模型的杆件行为非弹性建模。使用三线性力矩-旋转曲线模拟非线性连接行为。自动化设计过程是使用进化算法 (EA) 实现的。面向对象(OO)数据结构用于表示构建框架组件,并在进化算法中实现繁殖操作。使用目标函数开发优化设计问题,目标函数包括框架构件重量和连接成本/复杂性。包括与服务和力量负荷水平相关的约束。介绍了两种具有不同拓扑结构的框架设计,并讨论了OO-EA的性能。结果表明,OO-EA是利用高级分析进行钢框架自动化设计的稳健程序,这表明EA可以成为开发基于性能的自动化设计算法的有用方法。

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