Interpretable machine learning algorithms to predict the axial capacity of FRP-reinforced concrete columns
Fiber-reinforced polymer (FRP) rebars are increasingly being used as an alternative to steel
rebars in reinforced concrete (RC) members due to their excellent corrosion resistance …
rebars in reinforced concrete (RC) members due to their excellent corrosion resistance …
Data-driven ensemble learning approach for optimal design of cantilever soldier pile retaining walls
Cantilever soldier pile retaining walls are used to ensure the stability of excavations. This
paper deploys ensemble machine learning algorithms towards achieving optimum design of …
paper deploys ensemble machine learning algorithms towards achieving optimum design of …
Eco-friendly design of reinforced concrete retaining walls: Multi-objective optimization with harmony search applications
In this study, considering the eco-friendly design necessities of reinforced concrete
structures, the acquirement of minimizing both the cost and the CO2 emission of the …
structures, the acquirement of minimizing both the cost and the CO2 emission of the …
Optimization of tuned liquid damper including different liquids for lateral displacement control of single and multi-story structures
This study focuses on tuned liquid dampers (TLDs) using liquids with different characteristics
optimized with the adaptive harmony search algorithm (AHS). TLDs utilize the characteristic …
optimized with the adaptive harmony search algorithm (AHS). TLDs utilize the characteristic …
Ameliorated Golden jackal optimization (AGJO) with enhanced movement and multi-angle position updating strategy for solving engineering problems
Golden jackal optimization (GJO), a lately published meta-heuristic optimization algorithm, is
inspired by the foraging behavior of pairs of golden jackals and shows an acceptable …
inspired by the foraging behavior of pairs of golden jackals and shows an acceptable …
Adaptive harmony search for tuned liquid damper optimization under seismic excitation
In this study, the tuned liquid damper (TLD) device was optimized by the harmony search
(HS) and adaptive harmony search algorithms (AHS). Using the harmony search algorithm …
(HS) and adaptive harmony search algorithms (AHS). Using the harmony search algorithm …
Optimum design of cylindrical walls using ensemble learning methods
The optimum cost of the structure design is one of the major goals of structural engineers.
The availability of large datasets with preoptimized structural configurations can facilitate the …
The availability of large datasets with preoptimized structural configurations can facilitate the …
Metaheuristic optimization of laminated composite plates with cut-outs
The stacking sequence optimization of laminated composite plates while maximizing the
structural performance or minimizing the weight is a subject investigated extensively in the …
structural performance or minimizing the weight is a subject investigated extensively in the …
Optimal dimensions of post-tensioned concrete cylindrical walls using harmony search and ensemble learning with SHAP
The optimal design of prestressed concrete cylindrical walls is greatly beneficial for
economic and environmental impact. However, the lack of the available big enough datasets …
economic and environmental impact. However, the lack of the available big enough datasets …
Harmony search optimisation of dispersed laminated composite plates
One of the major goals in the process of designing structural components is to achieve the
highest possible buckling load of the structural component while kee** the cost and …
highest possible buckling load of the structural component while kee** the cost and …