An efficient LightGBM-based differential evolution method for nonlinear inelastic truss optimization

VH Truong, S Tangaramvong… - Expert Systems with …, 2024 - Elsevier
A metaheuristic-based structural optimization method, whilst being popularly adopted due to
its advantages in by-passing gradient function calculations, requires the use of time …

Multi-objective optimization of multi-directional functionally graded beams using an effective deep feedforward neural network-SMPSO algorithm

TT Truong, J Lee, T Nguyen-Thoi - Structural and Multidisciplinary …, 2021 - Springer
This paper proposes an intelligent multi-objective optimization approach using the deep
feedforward neural network (DNN) integrated with the speed-constrained multi-objective …

Optimized seismic design of planar and spatial steel frames using the hybrid learning based jaya algorithm

SO Degertekin, H Tutar - Advances in Engineering Software, 2022 - Elsevier
In this paper, three powerful metaheuristic algorithms, modified teaching learning based
optimization, modified jaya algorithm and hybrid learning based jaya algorithm are …

Optimization of nonlinear inelastic steel frames considering panel zones

MH Ha, QV Vu, VH Truong - Advances in Engineering Software, 2020 - Elsevier
In this article, an efficient methodology is developed to optimize nonlinear steel frames
under several load combinations. For that purpose, inelastic advanced analyses of steel …

Generation of sustainable models with multi-objective optimum design of reinforced concrete (RC) structures

M Yücel, SM Nigdeli, G Bekdaş - Structures, 2022 - Elsevier
Structural engineering has different designs, which are needed some requirements for
generation suitable modelings. These requirements are related safety of structures and …

Discrete OBNSGA III method-based robust multi-objective scheduling model for civil construction projects

K Sharma, MK Trivedi - Asian Journal of Civil Engineering, 2023 - Springer
Despite many existing research studies for multi-objective scheduling, the problems of
scheduling of large-scale construction projects are not solved with much success due to the …

Time-cost trade-off optimization model for retrofitting planning projects using MOGA

AS Patil, AK Agarwal, K Sharma, MK Trivedi - Asian Journal of Civil …, 2024 - Springer
This paper introduces a novel Time-Cost Trade-Off Optimization Model (TCTOM) tailored for
retrofitting projects in densely populated areas like India. Integrating structural, electrical …

Seismic energy-based design of BRB frames using multi-objective vibrating particles system optimization

F Rezazadeh, S Talatahari - Structures, 2020 - Elsevier
In this paper, a multi-objective optimization method for buckling restrained brace frames is
presented accompanied with the nonlinear time-history analysis. A new application of multi …

Multi-objective design optimization of steel moment frames considering seismic collapse safety

S Gholizadeh, F Fattahi - Engineering with Computers, 2021 - Springer
This study focuses on multi-objective performance-based seismic optimization of steel
moment frames by an efficient algorithm. In the present study, an efficient framework is …

An efficient differential evolution-based method for optimization of steel frame structures using direct analysis

QA Vu, TS Cao, HH Nguyen, VH Truong, MH Ha - Structures, 2023 - Elsevier
Sizing optimization of steel frames using direct analysis is a highly complex optimization
problem with discrete design variables and highly nonlinear constraints of structural safety …