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Genomic selection optimization in blueberry: Data‐driven methods for marker and training population design
Published 2024-09-01“…Our contribution in this study is threefold: (i) for the genotyping resource allocation, the use of genetic data‐driven methods to select an optimal set of markers slightly improved prediction results for all the traits; (ii) for the long‐term implication, we carried out a simulation study and emphasized that data‐driven method results in a slight improvement in genetic gain over 30 cycles than random marker sampling; and (iii) for the phenotyping resource allocation, we compared different optimization algorithms to select training population, showing that it can be leveraged to increase predictive performances. …”
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263
Study on the Defrosting Control Method Based on the Optimal Average Performance of an Air Source Heat Pump
Published 2016-01-01“…To verify the feasibility and applicability of the defrosting control method based on the optimal average performance, a test apparatus was established in the psychrometric rooms and the defrosting characteristics of an ASHP unit was investigated experimentally for four different defrosting initiation criteria under different frosting conditions. …”
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264
Benchmarking and optimization of methods for the detection of identity-by-descent in high-recombining Plasmodium falciparum genomes
Published 2025-08-01“…Our optimization and high-level benchmarking methods not only improve IBD segment detection in high-recombining genomes but also enhance overall genomic analysis, paving the way for more accurate genomic surveillance and targeted intervention strategies for malaria.…”
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265
Optimal Identification for Dynamic PV Cell Parameter Based on a Data-Extension-Driven Method
Published 2023-01-01“…To this end, this paper proposes an optimal identification method for PV dynamic parameters driven by data expansion. …”
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266
Optimal Equipment Configuration Method for Electric Vehicle Charging Stations Considering User Response Characteristics
Published 2025-05-01“…Considering the strong randomness of users' charging behaviors, an optimal configuration method for EV charging stations based on user response characteristics is proposed. …”
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267
Neural Network-Based Coordinated Virtual Inertia Allocation Method for Multi-Region Distribution Systems
Published 2025-06-01“…Therefore, this study provides a foundational method and a feasible approach to multi-area virtual inertia optimization allocation in the new distribution system, contributing to frequency support via virtual inertia in distribution network optimization operation.…”
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268
An effective branch and bound method to find the optimal solution of an assignment problem with maximization objective function
Published 2025-01-01“…The implementation of the new approach can help find the optimal solution of the assignment problem with less operational time and fewer steps without converting the objective function to minimization and accuracy in comparison with other methods in combinatorial optimization problems.…”
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269
An Extensive Study Using the Beetle Swarm Method to Optimize Single and Multiple Objectives of Various Optimal Power Flow Problems
Published 2023-01-01“…The control variables, such as real generation of power, tap setting ratio of transformers, bus voltages magnitudes, and the values of shunt capacitor, are also optimized. Potency and robustness of this proposed method were investigated and evaluated with more recent findings reported in the literature. …”
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270
Expansion Planning Method of Power Grid with Wind Power Considering Optimal Switching and Current Limiting
Published 2023-08-01“…Finally, taking IEEE-RTS 24-node system as an example, the effectiveness of the proposed method is verified by setting different cases for comparative analysis.…”
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271
Optimal Configuration Method for DC Power Flow Controller Considering Power Flow Transfer Characteristics
Published 2021-01-01“…The simulation results show that under different operation modes, the proposed method can not only improve the power flow distribution, but also optimize the power flow transfer characteristics of DC lines, and the average load rate of heavy lines after N–1 fault is significantly reduced, which verifies the effectiveness of the proposed method.…”
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272
The Method for Determining Optimal Analysis Length of Vibration Data Based on Improved Multiscale Permutation Entropy
Published 2021-01-01“…This method creatively applies multiscale permutation entropy (MPE) to the field of data length analysis when processing nonlinear and nonstationary signals and optimizes MPE with the help of the improved coarse-grained method to obtain IMPE. …”
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273
Hybrid optimization method for optimal site selection and sizing of a hybrid photovoltaic water pumping/diesel/battery system
Published 2025-01-01“…In this paper, a hybrid optimization method based on a technique for order of preference by similarity to an ideal solution (TOPSIS) is used for the simultaneous site selection and sizing of a hybrid photovoltaic (PV) water pumping/diesel generator energy system. …”
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274
Optimal Design for an Extruder Head Runner Based on Response Surface Method and Simulated Annealing Algorithm
Published 2018-01-01“…Furthermore, a comparison of the simulated flow velocities of the original and optimal head runners at different inlet flow ratios and temperatures indicates that the optimal head runner flow velocity improves the extrusion quality. …”
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Optimizing Power Quality on High-Speed Rail Networks: Advances in Measurement and Evaluation Methods
Published 2025-01-01Get full text
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277
A Combined Frame Difference and Convolution Method for Moving Vehicle Detection in Satellite Videos
Published 2025-01-01“…The proposed method leverages frame difference and convolution to effectively integrate spatiotemporal information. …”
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278
Accurate Method for Solar Power Generation Estimation for Different PV (Photovoltaic Panels) Technologies
Published 2024-11-01“…Experimental data gathered over the course of a year are analyzed and processed for the four PV technologies. Three different methods taking into account environmental parameters are presented and analyzed. …”
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279
Sparse Regularization With Reverse Sorted Sum of Squares via an Unrolled Difference-of-Convex Approach
Published 2025-01-01Subjects: Get full text
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