Tag: Evolutionary algorithm
Review finds Thomson encoding and Grover selection central in QGAs
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in AlgorithmWhat the study found The paper concludes that the encoding used for the Thomson problem, a problem about arranging particles on a sphere, is a decisive step toward using quantum genetic algorithms in a range of physical applications. It also concludes that Grover's search, a quantum search method, as a selection step in Reduced QGAs…
AlphaLearn frames adaptive e-learning as multi-objective optimization
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AlphaLearn proposes a multi-objective evolutionary framework for adaptive e-learning pathways that integrates fairness as a core optimization criterion alongside learning effectiveness and engagement.
Improved black-winged kite algorithm outperformed comparison methods
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in AlgorithmImproved black-winged kite optimization algorithm combining multiple strategies to prevent local optima and enhance convergence, with application to predictive modeling.
AGENT improved makespan in heterogeneous cloud task allocation
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AGENT framework improves task allocation in cloud systems using elitism-guided genetic algorithm with adaptive parameters, achieving 3-29% makespan improvements for heterogeneous VM scheduling.
