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不同优化算法在工程实际中的主要特点及优势
任东伟, 黄然子, 孙广宇, 朱立刚
摘 要

(奥雅纳工程顾问, 上海 200031)

摘要: 算法取代工程师的人工调试工作一直是一个比较热门的结构设计研究方向,但未大量应用于工程实际。主要介绍了实际工程中,利用结构设计行业内出现的新变量,如更高效的优化算法、编程能力在新一代结构设计从业人员中的普及、国内一线设计软件逐步开放程序控制接口等,针对不同工程实际问题采用不同算法进行设计的实际案例;并介绍了采用算法设计的优势,如在超高层设计中采用了响应面算法优化型钢用量,在大跨度天幕设计中采用模拟退火算法进行曲线找形,在桩基设计中通过对桩布置进行参数化快速设计更新。 通过这些案例笔者认为结构设计行业推广算法设计的条件已基本具备。

关键词: 建筑结构算法设计; 响应面算法; 模拟退火算法; 优化算法; 桩基参数化

中图分类号:TU318+.2 文献标志码:A 文章编号:1002 ̄848X(2022)02 ̄0010 ̄05

DOI:10. 19701 / j.jzjg.ZJ210077

Main characteristics and advantages of different optimization algorithms in engineering practice

REN Dongwei, HUANG Ranzi, SUN Guangyu, ZHU Ligang

(Arup, Shanghai 200031, China)

Abstract: It has always been a popular research direction in structural design for algorithm replacing engineer’ s manualdebugging, but it has not been widely used in engineering practice. The use of new variables in practical engineering in thestructural design industry were mainly introduced, such as the popularity of more efficient optimization algorithm andprogramming ability in a new generation of structural design professionals, and gradual opening domestic first ̄line designsoftware program control interface, and the actual cases which were designed using different algorithms in differentengineering practical problems. The advantages of algorithmic design were introduced. For example, response surfacealgorithm was used to optimize the amount of steel in the design of super ̄high building, simulated annealing algorithm wasused to find the curve shape in the design of large ̄span canopy, and rapid design update was carried out byparameterization of pile layout in the design of pile foundation. Through these cases, it is concluded that the conditions forthe promotion of algorithm design in structural design industry have been basically met.

Keywords: building structure algorithm design; response surface algorithm; simulated annealing algorithm; optimizationalgorithm; pile foundation parameterization

第一作者:任东伟,硕士,一级注册结构工程师,主要从事建筑结构参数化设计、结构设计算法开发及超高层建筑结构设计,

Email:Dong ̄wei.ren@ arup.com。

[引用本文] 任东伟,黄然子,孙广宇,等. 不同优化算法在工程实际中的主要特点及优势[ J]. 建筑结构,2022,52(2): 10 ̄14. REN Dongwei, HUANG Ranzi, SUN Guangyu, et al. Main characteristics and advantages of differentoptimization algorithms in engineering practice[J]. Building Structure,2022,52(2):10 ̄14.

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