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Results of multi-objective optimization.
Published 2025“…This study developed parametric layout models using Rhino-Grasshopper, considering key parameters including building length, width, height, density, floor area ratio, and south-facing angle deviation. Multi-objective optimization was conducted using NSGA-II genetic algorithm under regulatory constraints, while combining traditional regression analysis with convolutional neural networks (CNN) to investigate the influence mechanisms of these morphological parameters. …”
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The flow chart of the PPO algorithm.
Published 2025“…Training the controller model between grinding force difference and end-effector compensation displacement using the proximal policy optimization algorithm. Complete compensation using robot inverse kinematics. …”
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Supplementary file 1_Earthworm optimization algorithm for extracting parameters for solar cells and photovoltaic modules.docx
Published 2025“…<p>In this paper, we deal with the use of the earthworm optimization algorithm (EOA) in foraging to estimate and extract the intrinsic electrical parameters of single-, double-, and triple-diode solar cells and photovoltaic modules across different technologies. …”
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Summary of classical and CEC-based benchmark test functions used in this study.
Published 2025Subjects: -
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Algorithmic flow chart.
Published 2025“…To address this problem, a Heuristic Cross Brainstorm Optimization Algorithm (HCBSO) has been selected, and strategies such as segment-based initial solution construction and heuristic crossover have been designed to enhance the algorithm’s performance. …”
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Position of the optimization variable.
Published 2024Subjects: “…objective evolutionary algorithms…”
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Physics-Informed Bayesian Optimization for Conformational Ensemble Augmentation
Published 2025Subjects: -
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Physics-Informed Bayesian Optimization for Conformational Ensemble Augmentation
Published 2025Subjects: