A comprehensive survey on symbiotic organisms search algorithms

FS Gharehchopogh, H Shayanfar… - Artificial Intelligence …, 2020 - Springer
Recently, meta-heuristic algorithms have made remarkable progress in solving types of
complex and NP-hard problems. So that, most of this algorithms are inspired by swarm …

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 …

An efficient symbiotic organisms search algorithm with chaotic optimization strategy for multi-objective task scheduling problems in cloud computing environment

M Abdullahi, MA Ngadi, SI Dishing, BI Ahmad - Journal of Network and …, 2019 - Elsevier
Abstract In Cloud Computing model, users are charged according to the usage of resources
and desired Quality of Service (QoS). Multi-objective task scheduling problem based on …

Training feedforward neural networks using symbiotic organisms search algorithm

H Wu, Y Zhou, Q Luo, MA Basset - Computational intelligence …, 2016 - Wiley Online Library
Symbiotic organisms search (SOS) is a new robust and powerful metaheuristic algorithm,
which stimulates the symbiotic interaction strategies adopted by organisms to survive and …

A cloud computing-based modified symbiotic organisms search algorithm (AI) for optimal task scheduling

AA Zubair, SA Razak, MA Ngadi, A Al-Dhaqm… - Sensors, 2022 - mdpi.com
The search algorithm based on symbiotic organisms' interactions is a relatively recent bio-
inspired algorithm of the swarm intelligence field for solving numerical optimization …

A hybrid symbiotic organisms search and simulated annealing technique applied to efficient design of PID controller for automatic voltage regulator

E Çelik, N Öztürk - Soft Computing, 2018 - Springer
This article is motivated by incorporating a hybrid symbiotic organisms search and simulated
annealing (hSOS-SA) technique into efficient design of PID controller for automatic voltage …

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 …

An enhanced discrete symbiotic organism search algorithm for optimal task scheduling in the cloud

S Sa'ad, A Muhammed, M Abdullahi, A Abdullah… - Algorithms, 2021 - mdpi.com
Recently, cloud computing has begun to experience tremendous growth because
government agencies and private organisations are migrating to the cloud environment …

First application of symbiotic organisms search algorithm to off-line optimization of PI parameters for DSP-based DC motor drives

E Celik, N Öztürk - Neural Computing and Applications, 2018 - Springer
To enhance the performance and dynamics of a direct current (DC) motor drive, this paper
proposes a new alternative based on recently introduced powerful symbiotic organisms …

Review of modified and hybrid flower pollination algorithms for solving optimization problems

D Lazim, AM Zain, M Bahari, AH Omar - Artificial Intelligence Review, 2019 - Springer
Flower pollination algorithm (FPA) is a nature-inspired meta-heuristics to handle a large
scale optimization process. This paper reviews the previous studies on the application of …