Population-based optimization in structural engineering: a review

AR Kashani, CV Camp, M Rostamian, K Azizi… - Artificial Intelligence …, 2022 - Springer
Structural engineering is focused on the safe and efficient design of infrastructure. Projects
can range in size and complexity, many requiring massive amounts of materials and …

A novel metaheuristic optimizer inspired by behavior of jellyfish in ocean

JS Chou, DN Truong - Applied Mathematics and Computation, 2021 - Elsevier
This study develops a novel metaheuristic algorithm that is motivated by the behavior of
jellyfish in the ocean and is called artificial Jellyfish Search (JS) optimizer. The simulation of …

Harmony search method: theory and applications

XZ Gao, V Govindasamy, H Xu… - Computational …, 2015 - Wiley Online Library
The Harmony Search (HS) method is an emerging metaheuristic optimization algorithm,
which has been employed to cope with numerous challenging tasks during the past decade …

Search group algorithm: a new metaheuristic method for the optimization of truss structures

MS Gonçalves, RH Lopez, LFF Miguel - Computers & Structures, 2015 - Elsevier
This paper presents a new metaheuristic optimization method, the Search Group Algorithm
(SGA), to deal with the optimization of truss structures. The effectiveness of the SGA is …

Weighted differential evolution algorithm for numerical function optimization: a comparative study with cuckoo search, artificial bee colony, adaptive differential …

P Civicioglu, E Besdok, MA Gunen… - Neural Computing and …, 2020 - Springer
In this paper, weighted differential evolution algorithm (WDE) has been proposed for solving
real-valued numerical optimization problems. When all parameters of WDE are determined …

Optimal design of planar steel frame structures utilizing meta-heuristic optimization algorithms

A Kaveh, KB Hamedani, SM Hosseini, T Bakhshpoori - Structures, 2020 - Elsevier
Meta-heuristic algorithms are applied in optimization problems in a variety of fields,
including engineering, economics, and computer science. In this paper, seven population …

Topologies and performance of intelligent algorithms: a comprehensive review

A Nabaei, M Hamian, MR Parsaei, R Safdari… - Artificial Intelligence …, 2018 - Springer
Recently, optimization makes an important role in our day-to-day life. Evolutionary and
population-based optimization algorithms are widely employed in several of engineering …

School based optimization algorithm for design of steel frames

M Farshchin, M Maniat, CV Camp, S Pezeshk - Engineering Structures, 2018 - Elsevier
In this paper, a school-based optimization (SBO) algorithm is applied to the design of steel
frames. The objective is to minimize total weight of steel frames subjected to both strength …

[HTML][HTML] Hyperparameter optimization method based on harmony search algorithm to improve performance of 1D CNN human respiration pattern recognition system

SH Kim, ZW Geem, GT Han - Sensors, 2020 - mdpi.com
In this study, we propose a method to find an optimal combination of hyperparameters to
improve the accuracy of respiration pattern recognition in a 1D (Dimensional) convolutional …

Machining of Ti-6Al-4V biomedical alloy by WEDM: investigation and optimization of MRR and Rz using grey-harmony search

N Sharma, RD Gupta, R Khanna… - World Journal of …, 2023 - emerald.com
Purpose The purpose of this paper is to investigate the optimized setting of wire-cut
electrical discharge machining (WEDM) parameters at which material removal rate (MRR) …