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The impact of cost function globality and locality in hybrid quantum neural networks on NISQ devices
منشور في 2023الموضوعات: -
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Optimum Track to Track Fusion Using CMA-ES and LSTM Techniques
منشور في 2024الموضوعات: احصل على النص الكامل
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An Effective Finite Control Set-Model Predictive Control Method for Grid Integrated Solar PV
منشور في 2021الموضوعات: -
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An Enhanced Estimator to Multi-objective OSPF Weight Setting Problem
منشور في 2020"…Therefore, we propose a new cost function that depends on the utilization and the extra load caused by congested links in the network. …"
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An Effective Model Predictive Control Method With Self-Balanced Capacitor Voltages for Single-Phase Three-Level Shunt Active Filters
منشور في 2021"…Contrary to most of the existing MPC methods, the proposed MPC method eliminates the need for using weighting factor and additional constraints required for balancing dc capacitor voltages in the cost function. The design of cost function is based on the energy function. …"
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Distributed optimal coverage control in multi-agent systems: Known and unknown environments
منشور في 2024"…The proposed approach leverages a novel cost function for optimizing the agents’ coverage and the cost function eventually aligns with the conventional Voronoi-based cost function. …"
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Economic Production Lot-Sizing For An Unreliable Machine Under Imperfect Age-Based Maintenance Policy
منشور في 2020"…Some useful properties of the cost function are developed to characterize the optimal policy. …"
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Resources Allocation for Drones Tracking Utilizing Agent-Based Proximity Policy Optimization
منشور في 2023"…The work demonstrates how machine learning techniques can capture resource allocation policy and help avoid the complexity of having to re-calculate cost function at every time step, especially when we have many radars and many cameras.…"
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