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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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 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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Adaptive energy loss optimization in distributed networks using reinforcement learning-enhanced crow search algorithm [PDF]
Scientific ReportsModern power distribution network incorporates distributed generation (DG) for numerous benefits. However, the incorporation creates numerous challenges in energy management and to handle the challenges it requires advanced optimization techniques for an
S. Bharath, A. Vasuki
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Automatic clustering based on Crow Search Algorithm-Kmeans (CSA-Kmeans) and Data Envelopment Analysis (DEA) [PDF]
International Journal of Computational Intelligence Systems, 2018 Cluster Validity Indices (CVI) evaluate the efficiency of a clustering algorithm and Data Envelopment Analysis (DEA) evaluate the efficiency of Decision-Making Units (DMUs) using a number of inputs data and outputs data.
Alireza Balavand +2 more
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Optimized Intelligent Localization Through Mathematical Modeling and Crow Search Algorithms [PDF]
SensorsLocalization has emerged as a critical problem over the past decades, with diverse techniques developed to address robot and mobile localization challenges across varied domains.
Tamer Ramadan Badawy, Nesreen I. Ziedan
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Bio-Inspired Swarm Intelligence Optimization Algorithm-Aided Hybrid TDOA/AOA-Based Localization [PDF]
Biomimetics, 2023 A TDOA/AOA hybrid location algorithm based on the crow search algorithm optimized by particle swarm optimization is proposed to address the challenge of solving the nonlinear equation of time of arrival (TDOA/AOA) location in the non-line-of-sight (NLoS)
Li Cao +4 more
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An improved crow search algorithm with multi strategy disturbance [PDF]
ITM Web of Conferences, 2022 As a new meta heuristic intelligent algorithm, crow search algorithm simulates the behavior of crows following each other and stealing food. Due to the simplicity and robustness of crow search algorithm, it has been successfully applied in many fields ...
Huang Huadong, Liao Heng
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A Modified Niching Crow Search Approach to Well Placement Optimization
Energies, 2021 Well placement optimization is considered a non-convex and highly multimodal optimization problem. In this article, a modified crow search algorithm is proposed to tackle the well placement optimization problem.
Jahedul Islam +6 more
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