Gaining Outlier Resistance With Progressive Quantiles: Fast Algorithms and Theoretical Studies by Yiyuan She (759508)

“…To tackle the issues of nonconvexity and nonsmoothness, we develop scalable algorithms with implementation ease and guaranteed fast convergence. …”

Objective function values of different algorithms on individual problem instances. by Panfei Li (22379086)

Algorithm parameters. by Nicolas Herzig (9230425)

Linear-regression-based algorithms succeed at identifying the correct functional groups in synthetic data, and multi-group algorithms recover more information. by Yuanchen Zhao (12905580)

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Two-dimensional multimodal functions. by Yu-Jun Zhang (185411)

Subjects:

Multi-dimensional multimodal functions. by Yu-Jun Zhang (185411)

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Raw task performance on both experiments, with respect to conditions. by Anis Najar (9745561)

Iteration curves of the algorithms in the Three-bar Truss design problem. by Junhao Wei (6816803)

Output results based on three algorithms. by Yiqiong Gao (16698968)

Characteristics of the learning algorithms and activation functions employed in the MLP 2-3-2-5 model. by Anna Badura (4495546)

“…<p>Characteristics of the learning algorithms and activation functions employed in the MLP 2-3-2-5 model.…”

Distribution of estimated parameters by the three approaches. by Alireza Ghadimi (13839874)

“…<p><b>(A)</b> Normalized probability distribution function (PDF) of the estimated parameters by the three approaches. …”

Genetic algorithm flowchart. by Junjie He (700642)

Subjects: “…coverage attenuation function…”

Algorithm operation steps. by Junyan Wang (4738518)

“…To address these issues, this paper proposes an improved object detection algorithm named SCI-YOLO11, which optimizes the YOLO11 framework from three aspects: feature extraction, attention mechanism, and loss function. …”

Table 3_Predictive prioritization of genes significantly associated with biotic and abiotic stresses in maize using machine learning algorithms.xlsx by Anjan Kumar Pradhan (9386369)

“…However, only one gene Zm00001eb038720 encoding RNA-binding protein AU-1/Ribonuclease E/G, predicted by the PLSDA algorithm, was found commonly expressed under both biotic and abiotic stress. …”

Genetic algorithm process of this paper. by Jiajie Liu (4560088)

Filled contour plot based on histograms of the occurence-frequency of binned values of and as a function of . by Paul Kinsler (3975620)

Comparison of different methods. by Wenjing Wang (181404)

“…The required number of iterations was significantly better than other algorithms. In the verification of solving economic load dispatch, the improved ant-lion optimizer achieved a total fuel cost reduction of 0.10% -2.39% and 6% in both 3-unit and 6-unit simulations, respectively, compared to the other three algorithms. …”

System no-load torque response results under three control algorithms. by Haoran Cui (7235234)

Benchmark functions. by Qinghe Guo (21519322)

The probability density function for cost function g(X). by Matheus Sant’Ana Lima (9937809)