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Showing 1 to 5 of 5 for “"Grey wolf optimization"”.
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Improving classification performance of cancer microarray data using hybridization of binary grey wolf and particle swarm optimization
… study, we have proposed hybridization of binary grey wolf Optimization and particle swarm optimization (BGWOPSO) method and we compared this hybrid optimization method with Particle Swarm Optimization (PSO) and Binary Grey Wolf Optimization (BGWO). We have used five significantly different …
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Pareto optimality based zonal allocation of distributed energy resources considering technical and economic constraints
… This paper introduces a Pareto Optimality Based Grey Wolf Optimization (GWO) approach for the strategic placement of DERs across various zones of a distribution network. We formulate a multi-objective optimization problem within the fuzzy domain, aiming to minimize DER installation costs, reduce …
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Component-wise analysis of metaheuristic algorithms for novel fuzzy-meta classifier
… metaheuristic algorithms – Particle Swarm Optimization (PSO), Artificial Bee Colony (ABC), and Cuckoo Search (CS) – to perform component-wise analysis. As a result, the study able to address premature convergence problem in PSO, poor exploitation in ABC, and imbalanced exploration and …
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Significance of battery energy storage systems in mitigating the challenges in weak grids
… conditions has been modelled as a constrained optimization problem, with a goal to minimize voltage deviation and frequency response. The optimization problem was solved using a meta-heuristic approach called binary grey wolf optimization. Further, PowerFactory was used to model the grid and …
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The Effectiveness of Firefly and Greywolf Algorithm Techniques in the Detection of Phishing Intrusion within Cloud-Based Systems
… Algorithms (NIAs), specifically the Firefly Optimization Algorithm (FOA) and Grey-wolf Optimization (GWO),to optimize machine learning models for phishing detection in cloud-based environments. The data used for this study was sourced from the Mendeley Data Repository. Originally collected …