The paper proposes QGNSA by integrating quantum genetic optimization into EvoSeedRNSA to improve detector generation, reporting higher anomaly detection accuracy and robustness on the Metaverse Financial Transactions Dataset.
Portfolio optimization in both long and shortsellingtradingusingtrendratiosandquantum-inspiredevolutionaryalgorithms.IEEE Access, 9:152115–152130
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Quantum Genetic Optimization for Negative Selection Algorithms in Anomaly Detection
The paper proposes QGNSA by integrating quantum genetic optimization into EvoSeedRNSA to improve detector generation, reporting higher anomaly detection accuracy and robustness on the Metaverse Financial Transactions Dataset.