Salp swarm algorithm: a comprehensive survey
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DOI: 10.1007/s00521-019-04629-4
Abstract: This paper completely introduces an exhaustive and a comprehensive review of the so-called salp swarm algorithm (SSA) and discussions its main characteristics. SSA is one of the efficient recent meta-heuristic optimization algorithms, where it has… read more here.
Keywords: comprehensive survey; salp swarm; swarm algorithm; algorithm comprehensive ... See more keywords
Evolving neural networks using bird swarm algorithm for data classification and regression applications
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DOI: 10.1007/s10586-019-02913-5
Abstract: This work proposes a new evolutionary multilayer perceptron neural networks using the recently proposed Bird Swarm Algorithm. The problem of finding the optimal connection weights and neuron biases is first formulated as a minimization problem… read more here.
Keywords: networks using; bird swarm; swarm algorithm; neural networks ... See more keywords
PSSA: Polar Coordinate Salp Swarm Algorithm for Curve Design Problems
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DOI: 10.1007/s11063-020-10271-2
Abstract: This paper proposes a modified optimization algorithm called polar coordinate salp swarm algorithm (PSSA). The main inspiration of PSSA is the aggregation chain and foraging trajectory of salp is spiral. Some curves are extremely complex… read more here.
Keywords: coordinate salp; algorithm; coordinate; swarm algorithm ... See more keywords
A Modified Moth Swarm Algorithm Based on an Arithmetic Crossover for Constrained Optimization and Optimal Power Flow Problems
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DOI: 10.1109/access.2018.2849599
Abstract: The moth swarm algorithm (MSA) is a new meta-heuristic optimization technique inspired by the navigational style of moths in nature. This paper represents a novel modified MSA with an arithmetic crossover (MSA-AC) with the aim… read more here.
Keywords: moth swarm; swarm algorithm; optimal power; optimization ... See more keywords
Modified Dolphin Swarm Algorithm Based on Chaotic Maps for Solving High-Dimensional Function Optimization Problems
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DOI: 10.1109/access.2019.2931910
Abstract: In 2016, dolphin swarm algorithm (DSA) that has received sustained research interest due to its simplicity and effectiveness was proposed. However, when solving high-dimensional function optimization problems, DSA is prone to fall into local optimization… read more here.
Keywords: optimization; swarm algorithm; high dimensional; dolphin swarm ... See more keywords
An Opposition-Based Chaotic Salp Swarm Algorithm for Global Optimization
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DOI: 10.1109/access.2020.2976101
Abstract: The salp swarm algorithm (SSA) is a bio-heuristic optimization algorithm proposed in 2017. It has been proved that SSA has competitive results compared to several other well-known meta-heuristic algorithms on various optimization problem. However, like… read more here.
Keywords: optimization; salp swarm; swarm algorithm; opposition based ... See more keywords
Improved Salp Swarm Algorithm Based on Levy Flight and Sine Cosine Operator
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DOI: 10.1109/access.2020.2997783
Abstract: The salp swarm algorithm (SSA) is a swarm intelligence optimization algorithm that simulates the chain movement behavior of salp populations in the sea. Aiming at the shortcomings of the SSA, such as low precision, low… read more here.
Keywords: optimization; sine cosine; swarm algorithm; swarm ... See more keywords
Scheduling of Scientific Workflows in Multi-Fog Environments Using Markov Models and a Hybrid Salp Swarm Algorithm
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DOI: 10.1109/access.2020.3031472
Abstract: Security attacks are a nightmare to many computing environments such as fog computing, and these attacks should be addressed. Fog computing environments are vulnerable to various kinds of DDoS attacks, which can keep fog resources… read more here.
Keywords: salp swarm; swarm algorithm; fog computing; fog environments ... See more keywords
The Recognition Method of MQAM Signals Based on BP Neural Network and Bird Swarm Algorithm
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DOI: 10.1109/access.2021.3061585
Abstract: With the commercialization of 5G, in order to recognize QAM signals, one of the main modulation modes in 5G communication systems, this paper put forward the BP-BSA network model based on bird swarm algorithm (BSA)… read more here.
Keywords: neural network; swarm algorithm; bird swarm; recognition ... See more keywords
Decomposition Based Quantum Inspired Salp Swarm Algorithm for Multiobjective Optimization
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DOI: 10.1109/access.2022.3210135
Abstract: Various real-world problems are essentially multiobjective optimization problems (MOPs), which involve several conflicting objectives. We propose a Quantum-inspired multiobjective Salp Swarm Algorithm based on the Decomposition technique to locate the multiple Pareto-optimal solutions (POS). The… read more here.
Keywords: multiobjective optimization; salp swarm; decomposition; quantum inspired ... See more keywords
Research and Application of a New Lion Swarm Algorithm
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DOI: 10.1109/access.2022.3219486
Abstract: To address the defects of the fast convergence speed of the lion swarm algorithm and ease of falling into a local optimum, a variable-speed elastic collision lion swarm algorithm (VELSO) is proposed. First, the flexibility… read more here.
Keywords: lion swarm; algorithm; swarm algorithm; proposed algorithm ... See more keywords