Sequential optimization methods.

Research output: Chapter in Book/Report/Conference proceedingChapter

Abstract

Although controller devices highly improve the seismic performance of civil structures, they usually incur enormous financial costs. A variety of sequential methods for minimizing the cost function have been proposed in the literature. In most of these methods, the control system is optimally designed after the best structural configuration is provided. However, such sequential procedures are unable to yield the best overall design. This paper discusses a combined structural and control optimization approach in which the structural mass and controlled system energy are simultaneously minimized. To this end, a twofold objective function is defined by linearly combining the structural mass and linear quadratic regulator (LQR) performance index. It is shown that the optimal value of this objective function depends on the initial condition, and to circumvent this problem, an alternative objective function is introduced which allows for solving the problem of initial condition dependency. Given the complexity of the problem, a variable neighborhood search (VNS) metaheuristic method is developed. The performance of the developed method is demonstrated through case studies involving the determination of structural responses for shear-type frames. The case studies are presented for evaluating and comparing the effectiveness of the proposed simultaneous technique and the conventional sequential method. The responses of the structures are determined under an array of strong ground motions. The results of the comparative analyses revealed that the simultaneously optimized cases using the proposed methodology had superior dynamic performance compared to the sequentially optimized cases.

Original languageEnglish
Title of host publicationIn Comprehensive Chemometrics: Chemical and Biochemical Data Analysis
EditorsS. Brown, R. Tauler, B. Walczak
PublisherElsevier
Pages553-572
Number of pages17
Volume63
Edition3
DOIs
Publication statusPublished - Mar 2021

Publication series

NameStructural and Multidisciplinary Optimization
PublisherSpringer Verlag
ISSN (Print)1615-147X

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