Optimization outcome for the Rastrigin function. حسب Shikun Chen (14625352)

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2D Rastrigin function. حسب Shikun Chen (14625352)

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2D Levy function. حسب Shikun Chen (14625352)

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2D Rosenbrock function. حسب Shikun Chen (14625352)

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Optimization outcome for the Levy function. حسب Shikun Chen (14625352)

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The result for the risk assessment on three datasets using different optimal methods. حسب Jiaqing Huang (5018492)

Standard benchmark functions [42]. حسب Junhao Wei (6816803)

"…In the experimental section, we validate the efficiency and superiority of LSWOA by comparing it with outstanding metaheuristic algorithms and excellent WOA variants. The experimental results show that LSWOA exhibits significant optimization performance on the benchmark functions with various dimensions. …"

Predicting the Mutagenic Activity of Nitroaromatics Using Conceptual Density Functional Theory Descriptors and Explainable No-Code Machine Learning Approaches حسب Andrés Halabi Diaz (20798460)

"…Following OECD QSAR guidelines, feature selection and model development were performed using decision-tree-based algorithms (Random Tree, JCHAID*, SPAARC) and multilayer perceptrons (MLPs). …"

Fitness function over the 50 runs. حسب Mohammed Alqahtani (2049139)

"…Employing optimization techniques including the osprey optimization algorithm (OOA), zebra optimization algorithm (ZOA), and flying foxes optimization (FFO) algorithm, the study aims to determine the optimal sizing of solar PV, wind, biomass, and battery components. …"

Fitness function over the 50 runs. حسب Mohammed Alqahtani (2049139)

"…Employing optimization techniques including the osprey optimization algorithm (OOA), zebra optimization algorithm (ZOA), and flying foxes optimization (FFO) algorithm, the study aims to determine the optimal sizing of solar PV, wind, biomass, and battery components. …"

Fitness function over the 50 runs. حسب Mohammed Alqahtani (2049139)

"…Employing optimization techniques including the osprey optimization algorithm (OOA), zebra optimization algorithm (ZOA), and flying foxes optimization (FFO) algorithm, the study aims to determine the optimal sizing of solar PV, wind, biomass, and battery components. …"

Statistical results of various algorithms. حسب ZeSheng Lin (20501356)

"…Furthermore, inspired by the grey wolf optimization algorithm, use 3 excellent particle surround strategies instead of the original random selecting particles. …"

Evaluation metrics graphs for different loss functions. حسب Huiying Zhang (200681)

Testing function diagram of QIMPN-PCA-DC. حسب Jun Zhao (59250)

Classical benchmark functions [39]. حسب Junhao Wei (6816803)

"…The proposed RWOA was evaluated using 23 classical benchmark functions and the impact of six improvement strategies was analyzed. …"

Multidimensional test results of BWEMFO and MFO on IEEE CEC 2017 test functions. حسب Jingjing Ma (419752)

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Distribution scheme of draft ratio for different algorithms. (<i>w</i> = 1). حسب Ruyi Dong (9038174)

الموضوعات: "…dimensional benchmark functions…"

Distribution scheme of draft ratio for different algorithms. (<i>w</i> = 0). حسب Ruyi Dong (9038174)

الموضوعات: "…dimensional benchmark functions…"

Video 1_Development and control of a robotic assistant walking aid for fall risk reduction.mp4 حسب Marcel Naderer (22434454)

"…To enable effective and reliable control in the real system, actuator dynamics are characterized through an optimization-based system identification approach, resulting in transfer function models with over 98% accuracy. Based on these models, PID controllers are optimally tuned using an optimization algorithm to ensure fast and accurate corrective action. …"

Probability density functions (PDFs) of the simulated surveillance noise. حسب Sandor Beregi (22177739)