WebTo solve a MOOP, this study advocates the use of the recently proposed fast forward quantum optimization algorithm (FFQOA). This study also proposes a novel algorithm based on the hybridization of FFQOA with CNN, called the FFQOAconNetwork. In this algorithm, the FFQOA searches for the optimal weights associated with the layers by ... WebDec 1, 2024 · Abstract. Intrusion detection is the identification of unauthorized access of a computer network. This paper proposes a novel algorithm for a network intrusion detection system (NIDS) using an improved feature subset selected directly by a genetic algorithm (GA)-based exhaustive search and fuzzy C-means clustering (FCM).
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WebJun 1, 2024 · Finally, by integrating FFQOA with the FTS modelling approach, a hybrid model called fuzzy-quantum time series forecasting model (FQTSFM) is designed. The main objective of FFQOA in FQTSFM is to select the Pareto-optimal front (POF) from all optimal non-dominated Pareto solutions by using the archive and grid concept during simulation. … WebApr 11, 2024 · The combination of the FFQOA and FTS modeling approach helps converge the process faster than existing hybrid models based on FTS. Tinh presented a hybrid fuzzy time series forecasting model that combines particle swarm optimization and fuzzy C-means clustering. This model shows advantages compared to others for three datasets: … church of st oswald lythe
A quantum-clustering optimization method for COVID-19 CT scan …
WebFeb 1, 2024 · FFQOA is a quantum-based metaheuristic algorithm, which is used in finding optimal solution for the optimization problem. It is completely inspired by the properties of … WebAug 1, 2024 · Finally, by integrating FFQOA with the FTS modelling approach, a hybrid model called fuzzy-quantum time series forecasting model (FQTSFM) is designed. The main objective of FFQOA in FQTSFM is to select the Pareto-optimal front (POF) from all optimal non-dominated Pareto solutions by using the archive and grid concept during … WebThe final format of the QFFQ, corresponding to the three preceding months, comprised 106 food items divided into eleven groups, namely, dairy products, legumes, meat and eggs … dewberry family