Scenario search process for generating penalties. حسب Zhenzhong Zhang (806974)

"…The method finds the optimal solution through an improved adaptive large-scale neighborhood search algorithm and uses a scenario generation technique to generate the scenarios required for evaluating candidate solutions to the high-dimensional stochastic optimization problem. …"

Example of solution individual. حسب Zhenzhong Zhang (806974)

"…The method finds the optimal solution through an improved adaptive large-scale neighborhood search algorithm and uses a scenario generation technique to generate the scenarios required for evaluating candidate solutions to the high-dimensional stochastic optimization problem. …"

Optimal Subsampling for Functional Quasi-Mode Regression with Big Data حسب Tao Wang (12008)

"…These optimal probabilities rely on the full data estimate, prompting the development of a two-step algorithm to approximate the optimal subsampling procedure. …"

Results for Example 3 by the original method (indicated as “original”), the asymptotic expansion (indicated as “only AE”) and the proposed method (indicated as “with AE”).... حسب Makoto Naito (3028536)

Experiment 1 is conducted with the KSP instance , where <i>N</i> = 100, <i>T</i> = 3, is a vector generated randomly in the region , <i>f</i> ( <i>z</i> ) = 0 . 3<i>tanh</i> ⁡  ( <... حسب Xuhui Hu (3351575)

Flowchart of node scheduling. حسب Zhouzhou Liu (21560758)

"…Combined with an optimized network coverage algorithm, a node scheduling strategy is introduced to focus on critical observation areas while minimizing overall energy consumption. …"

Key parameters of the data collection scheme. حسب Zhouzhou Liu (21560758)

"…Combined with an optimized network coverage algorithm, a node scheduling strategy is introduced to focus on critical observation areas while minimizing overall energy consumption. …"

Comparative analysis of data collection schemes. حسب Zhouzhou Liu (21560758)

"…Combined with an optimized network coverage algorithm, a node scheduling strategy is introduced to focus on critical observation areas while minimizing overall energy consumption. …"

WSNs Data Collection Model. حسب Zhouzhou Liu (21560758)

"…Combined with an optimized network coverage algorithm, a node scheduling strategy is introduced to focus on critical observation areas while minimizing overall energy consumption. …"

Data collection performance for a single round. حسب Zhouzhou Liu (21560758)

"…Combined with an optimized network coverage algorithm, a node scheduling strategy is introduced to focus on critical observation areas while minimizing overall energy consumption. …"

Flowchart of network clustering. حسب Zhouzhou Liu (21560758)

"…Combined with an optimized network coverage algorithm, a node scheduling strategy is introduced to focus on critical observation areas while minimizing overall energy consumption. …"

Monitoring Area. حسب Zhouzhou Liu (21560758)

"…Combined with an optimized network coverage algorithm, a node scheduling strategy is introduced to focus on critical observation areas while minimizing overall energy consumption. …"

Flowchart of the proposed scheme. حسب Zhouzhou Liu (21560758)

"…Combined with an optimized network coverage algorithm, a node scheduling strategy is introduced to focus on critical observation areas while minimizing overall energy consumption. …"

Flowchart of CS reconstruction. حسب Zhouzhou Liu (21560758)

"…Combined with an optimized network coverage algorithm, a node scheduling strategy is introduced to focus on critical observation areas while minimizing overall energy consumption. …"

Dendrogram of the stock prices. حسب Muhammad Hilal Alkhudaydi (21560690)

"…Investors will always look for a portfolio that can handle the required amount of risk while still producing the desired level of expected returns. This article uses feature-based models to investigate the primary elements that contribute to the optimal composition of a specific portfolio. …"

Descriptive statistics on stock prices. حسب Muhammad Hilal Alkhudaydi (21560690)

"…Investors will always look for a portfolio that can handle the required amount of risk while still producing the desired level of expected returns. This article uses feature-based models to investigate the primary elements that contribute to the optimal composition of a specific portfolio. …"

Correlation heatmap of the principal components. حسب Muhammad Hilal Alkhudaydi (21560690)

"…Investors will always look for a portfolio that can handle the required amount of risk while still producing the desired level of expected returns. This article uses feature-based models to investigate the primary elements that contribute to the optimal composition of a specific portfolio. …"

Experimental design. حسب Sam Hall-McMaster (10343795)

Behavioral results. حسب Sam Hall-McMaster (10343795)

"…<b>A</b>, <b>B</b>, <b>F</b>, <b>G</b>: Theoretical predictions are shown for a model-based algorithm on training (A) and test tasks (F), as well as an SF&GPI algorithm on training (B) and test tasks (G). …"

PROFIS: Design of Target-Focused Libraries by Probing Continuous Fingerprint Space with Recurrent Neural Networks حسب Hubert Rybka (21190469)

"…The search for latent representations that are expected to yield active structures upon decoding to SMILES is conducted with a Bayesian optimization algorithm. …"