A survey of symbiotic organisms search algorithms and applications
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04170-4
Abstract: Nature-inspired algorithms take inspiration from living things and imitate their behaviours to accomplish robust systems in engineering and computer science discipline. Symbiotic organisms search (SOS) algorithm is a recent metaheuristic algorithm inspired by symbiotic interaction… read more here.
Keywords: organisms search; survey symbiotic; symbiotic organisms; applications survey ... See more keywords
A comprehensive survey on symbiotic organisms search algorithms
Sign Up to like & getrecommendations! Published in 2019 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-019-09733-4
Abstract: 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 intelligence and biological systems as well as other physical and… read more here.
Keywords: organisms search; comprehensive survey; algorithms; symbiotic organisms ... See more keywords
A multi-agent based symbiotic organisms search algorithm for tuning fractional order PID controller
Sign Up to like & getrecommendations! Published in 2020 at "Measurement"
DOI: 10.1016/j.measurement.2020.107559
Abstract: Abstract This work proposes a Multi Agent based Symbiotic Organisms Search (MASOS) by incorporating multi agent system (MAS) into the Symbiotic Organisms Search (SOS) algorithm. Each organism in MASOS acts as an agent participating in… read more here.
Keywords: organisms search; order; symbiotic organisms; multi agent ... See more keywords
Predicting sea wave height using Symbiotic Organisms Search (SOS) algorithm
Sign Up to like & getrecommendations! Published in 2018 at "Ocean Engineering"
DOI: 10.1016/j.oceaneng.2018.04.092
Abstract: Abstract In the present study, the Symbiotic Organisms Search (SOS) algorithm was used to predict the wave height in two time ranges, including hourly and daily; accordingly, the wave height data of the statistical years… read more here.
Keywords: organisms search; algorithm; sos algorithm; search sos ... See more keywords
Topology and Size Optimization of Trusses with Static and Dynamic Bounds by Modified Symbiotic Organisms Search
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Computing in Civil Engineering"
DOI: 10.1061/(asce)cp.1943-5487.0000741
Abstract: AbstractIn this study, a modified version of the symbiotic organisms search (SOS) is proposed for topology and sizing of two-dimensional (2D) and three-dimensional (3D) trusses with static and dyna... read more here.
Keywords: organisms search; symbiotic organisms; topology size; topology ... See more keywords
An enhanced symbiotic organisms search algorithm for design optimization of trusses with frequency constraints
Sign Up to like & getrecommendations! Published in 2021 at "Advances in Structural Engineering"
DOI: 10.1177/13694332211026219
Abstract: An enhanced symbiotic organisms search (ESOS) algorithm is developed and presented. Modifications to the basic symbiotic organisms search algorithm are carried out in all three phases of the algorithm with the aim of balancing the… read more here.
Keywords: organisms search; frequency constraints; enhanced symbiotic; symbiotic organisms ... See more keywords
Boosting k-means clustering with symbiotic organisms search for automatic clustering problems
Sign Up to like & getrecommendations! Published in 2022 at "PLoS ONE"
DOI: 10.1371/journal.pone.0272861
Abstract: Kmeans clustering algorithm is an iterative unsupervised learning algorithm that tries to partition the given dataset into k pre-defined distinct non-overlapping clusters where each data point belongs to only one group. However, its performance is… read more here.
Keywords: organisms search; boosting means; symbiotic organisms; automatic clustering ... See more keywords
Optimal operation of reservoir systems with the symbiotic organisms search (SOS) algorithm
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Hydroinformatics"
DOI: 10.2166/hydro.2017.085
Abstract: This work introduces the symbiotic organisms search (SOS) evolutionary algorithm to the optimization of reservoir operation. Unlike the genetic algorithm (GA) and the water cycle algorithm (WCA) the SOS does not require specification of algorithmic… read more here.
Keywords: organisms search; algorithm; reservoir; search sos ... See more keywords