Multi-Objective Adaptive Harmony Search for Optimization of Seismic Base Isolator Systems

The optimization of seismic isolation parameters is essential for balancing displacement demand and acceleration control in base-isolated structures. While numerous studies have applied metaheuristic algorithms to isolator tuning, the influence of objective-function weighting on optimal design outcomes remains insufficiently explored. This study investigates the effects of displacement and acceleration on control performance in a multi-objective optimization function. Thus, acceleration can be reduced economically by limiting the isolator displacement capacity. In the study, the effective values of the acceleration and displacement coefficients in the objective function of the problem are changed for the design optimization of seismic base isolators, and the determination of the most appropriate weights in the equation and their effects on the control are investigated. In the optimization process, the adaptive harmony search algorithm, which is obtained by adapting the parameters of the harmony search algorithm inspired by the search for the best harmony, is used. The results demonstrate that increased emphasis on acceleration minimization leads to longer effective isolation periods and higher damping ratios, whereas displacement-dominated weighting results in stiffer isolation systems with reduced mobility.

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Publication Details

Journal
GeoHazards
Published
2026-01-06
DOI
https://doi.org/10.3390/geohazards7010009
Primary Topic
Vibration Control and Rheological Fluids
Type
article
Field-Weighted Citation Impact
0.00
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article

Multi-Objective Adaptive Harmony Search for Optimization of Seismic Base Isolator Systems

Si̇nan Melih Ni̇gdeli, Ayla Ocak, Gebrai̇l Bekdaş, Zong Woo Geem
GeoHazards
Vibration Control and Rheological Fluids
article

Multi-Objective Adaptive Harmony Search for Optimization of Seismic Base Isolator Systems

Si̇nan Melih Ni̇gdeli, Ayla Ocak, Gebrai̇l Bekdaş, Zong Woo Geem
article en

Abstract

The optimization of seismic isolation parameters is essential for balancing displacement demand and acceleration control in base-isolated structures. While numerous studies have applied metaheuristic algorithms to isolator tuning, the influence of objective-function weighting on optimal design outcomes remains insufficiently explored. This study investigates the effects of displacement and acceleration on control performance in a multi-objective optimization function. Thus, acceleration can be reduced economically by limiting the isolator displacement capacity. In the study, the effective values of the acceleration and displacement coefficients in the objective function of the problem are changed for the design optimization of seismic base isolators, and the determination of the most appropriate weights in the equation and their effects on the control are investigated. In the optimization process, the adaptive harmony search algorithm, which is obtained by adapting the parameters of the harmony search algorithm inspired by the search for the best harmony, is used. The results demonstrate that increased emphasis on acceleration minimization leads to longer effective isolation periods and higher damping ratios, whereas displacement-dominated weighting results in stiffer isolation systems with reduced mobility.

GeoHazardsVol. 7(1)
Gachon University (KR), Istanbul University-Cerrahpaşa (TR)
Openalex Percentile: Top 96%
Vibration Control and Rheological Fluids
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