3D visualization of the Rastrigin function from the CEC 2019 benchmark test functions. by Mahmood A. Jumaah (22272371)

Optimization outcome for the Rosenbrock function. by Shikun Chen (14625352)

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

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2D Rastrigin function. by Shikun Chen (14625352)

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2D Levy function. by Shikun Chen (14625352)

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2D Rosenbrock function. by Shikun Chen (14625352)

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

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

Standard benchmark functions [42]. by 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 by 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. by 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. by 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. by 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. by 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. by Huiying Zhang (200681)

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

Classical benchmark functions [39]. by 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. by Jingjing Ma (419752)

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

Subjects: “…dimensional benchmark functions…”

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

Subjects: “…dimensional benchmark functions…”