Symbiotic organisms search algorithm: theory, recent advances and applications

AE Ezugwu, D Prayogo - Expert Systems with Applications, 2019 - Elsevier
The symbiotic organisms search algorithm is a very promising recent metaheuristic
algorithm. It has received a plethora of attention from all areas of numerical optimization …

A survey on new generation metaheuristic algorithms

T Dokeroglu, E Sevinc, T Kucukyilmaz… - Computers & Industrial …, 2019 - Elsevier
Metaheuristics are an impressive area of research with extremely important improvements in
the solution of intractable optimization problems. Major advances have been made since the …

An adaptive clustering-based algorithm for automatic path planning of heterogeneous UAVs

J Chen, Y Zhang, L Wu, T You… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Due to the high maneuverability and strong adaptability, autonomous unmanned aerial
vehicles (UAVs) are of high interest to many civilian and military organizations around the …

A survey of symbiotic organisms search algorithms and applications

M Abdullahi, MA Ngadi, SI Dishing… - Neural computing and …, 2020 - Springer
Nature-inspired algorithms take inspiration from living things and imitate their behaviours to
accomplish robust systems in engineering and computer science discipline. Symbiotic …

Optical microscope algorithm: A new metaheuristic inspired by microscope magnification for solving engineering optimization problems

MY Cheng, MN Sholeh - Knowledge-Based Systems, 2023 - Elsevier
A novel optimization algorithm called the optical microscope algorithm (OMA) is developed
and applied in this study. Drawing inspiration from the magnification capabilities of an …

Adaptive symbiotic organisms search (SOS) algorithm for structural design optimization

GG Tejani, VJ Savsani, VK Patel - Journal of Computational …, 2016 - academic.oup.com
The symbiotic organisms search (SOS) algorithm is an effective metaheuristic developed in
2014, which mimics the symbiotic relationship among the living beings, such as mutualism …

A novel decomposition-based multi-objective symbiotic organism search optimization algorithm

N Ganesh, R Shankar, K Kalita, P Jangir, D Oliva… - Mathematics, 2023 - mdpi.com
In this research, the effectiveness of a novel optimizer dubbed as decomposition-based multi-
objective symbiotic organism search (MOSOS/D) for multi-objective problems was explored …

Simulated annealing based symbiotic organisms search optimization algorithm for traveling salesman problem

AES Ezugwu, AO Adewumi, ME Frîncu - Expert Systems with Applications, 2017 - Elsevier
Abstract Symbiotic Organisms Search (SOS) algorithm is an effective new metaheuristic
search algorithm, which has recently recorded wider application in solving complex …

Truss optimization with natural frequency bounds using improved symbiotic organisms search

GG Tejani, VJ Savsani, VK Patel, S Mirjalili - Knowledge-Based Systems, 2018 - Elsevier
Many engineering structures are subjected to dynamic excitation, which may lead to
undesirable vibrations. The multiple natural frequency bounds in truss optimization …

Nature-inspired metaheuristic ensemble model for forecasting energy consumption in residential buildings

DH Tran, DL Luong, JS Chou - Energy, 2020 - Elsevier
As the global economy expands, both residential and commercial buildings consume an
increasing proportion of the total energy that is used by buildings. Energy simulation and …