A Variable Step Crow Search Algorithm and Its Application in Function Problems [PDF]
Biomimetics, 2023 Optimization algorithms are popular to solve different problems in many fields, and are inspired by natural principles, animal living habits, plant pollinations, chemistry principles, and physic principles.
Yuqi Fan +4 more
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A Novel Topology Optimization Protocol Based on an Improved Crow Search Algorithm for the Perception Layer of the Internet of Things [PDF]
Biomimetics, 2023 In wireless sensor networks, each sensor node has a finite amount of energy to expend. The clustering method is an efficient way to deal with the imbalance in node energy consumption.
Yang Bai +4 more
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A Novel Crow Swarm Optimization Algorithm (CSO) Coupling Particle Swarm Optimization (PSO) and Crow Search Algorithm (CSA). [PDF]
Comput Intell Neurosci, 2021 The balance between exploitation and exploration essentially determines the performance of a population‐based optimization algorithm, which is also a big challenge in algorithm design. Particle swarm optimization (PSO) has strong ability in exploitation, but is relatively weak in exploration, while crow search algorithm (CSA) is characterized by ...
Jia YH, Qiu J, Ma ZZ, Li FF.
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Crow Search Algorithm: Theory, Recent Advances, and Applications [PDF]
IEEE Access, 2020 In this article, a comprehensive overview of the Crow Search Algorithm (CSA) is introduced with detailed discussions, which is intended to keep researchers interested in swarm intelligence algorithms and optimization problems.
Abdelazim G. Hussien +6 more
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Enhanced crow search algorithm with multi-stage search integration for global optimization problems. [PDF]
Soft comput, 2023 Crow search algorithm (CSA), as a new swarm intelligence algorithm that simulates the crows' behaviors of hiding and tracking food in nature, performs well in solving many optimization problems. However, while handling complex and high-dimensional global optimization problems, CSA is apt to fall into evolutionary stagnation and has slow convergence ...
He J +5 more
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Optimal power scheduling in real-time distribution systems using crow search algorithm for enhanced microgrid performance [PDF]
Scientific ReportsMicrogrids (MGs) have gained significant attention over the past two decades due to their advantages in service reliability, easy integration of renewable energy sources, high efficiency, and enhanced power quality.
Ganesh Selvaraj +4 more
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Improving binary crow search algorithm for feature selection
Journal of Intelligent Systems, 2023 The feature selection (FS) process has an essential effect in solving many problems such as prediction, regression, and classification to get the optimal solution.
Hamed Alnaish Zakaria A. +1 more
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Development of crow search algorithm using the characteristics of qubits and application of engineering problems [PDF]
Scientific ReportsRecently, researchers have attempted to develop a new algorithm by combining quantum systems and metaheuristics algorithms and are confirming its applicability in engineering optimization problems.
Donwoo Lee, Seungjae Lee
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A multi-strategy improved crow search algorithm for multi-level thresholding image segmentation [PDF]
Scientific ReportsThe standard crow search algorithm suffers from low convergence accuracy, insufficient stability, and susceptibility to getting stuck in local optima. To tackle these formidable challenges, this paper proposes a novel multi-strategy improved crow search ...
Xiaoping Zhang +2 more
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An Improved Crow Search Algorithm for Data Clustering
Emitter: International Journal of Engineering Technology, 2020 Metaheuristic algorithms are often trapped in local optimum solutions when searching for solutions. This problem often occurs in optimization cases involving high dimensions such as data clustering.
Vivi Nur Wijayaningrum +1 more
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