Flow of the NSGA-II algorithm. by Yi Tao (178829)

Subjects: “…evolutionary genetic algorithm…”

Listed python codes of our algorithm with explanations (Python 3.9 recommended). by Takayuki Niizato (162226)

DE algorithm flow. by Ling Zhao (111365)

“…The model characterizes room functions and spatial locations through binary coding, and uses dynamic fitness function and backtracking strategy to improve space utilization and functional fitness. …”

Flow chart of this algorithm. by Xuan Chen (158617)

Subjects:

Comparison of algorithms in two cases. by Yi Tao (178829)

Subjects: “…evolutionary genetic algorithm…”

Algorithm control flow chart. by Guangliang Li (194029)

Algorithm flow of the CNN + LSTM model. by Zhongzhong Guo (12133402)

Subjects:

The optimal solution set of NYN by using different algorithms. by Yi Tao (178829)

Subjects: “…evolutionary genetic algorithm…”

The optimal solution set of HN by using different algorithms. by Yi Tao (178829)

Subjects: “…evolutionary genetic algorithm…”

WKPCA dimension reduction algorithm flow. by Wen Bo Liu (11559222)

Subjects:

Model optimization flow by MFO algorithm. by Ruoqi Wang (14958062)

Subjects:

Framework of the proposed signal control algorithm. by Hyosun Lee (1567246)

MChOA algorithm flow chart. by Guilin Yang (583364)

“…To evaluate the performance of the proposed algorithm, 27 well-known test reference functions were selected for experimentation, which showed significant advantages compared to other algorithms. …”

Flow chart of improved first-order lag average filtering algorithm. by Shaohua Fu (10573209)

MSIPOA algorithm flow chart. by Chuang Zhang (2199421)

“…By non-parametric statistical analysis, MSIPOA shows a greater superiority over other optimization algorithms. …”

Bayesian algorithm’s network type flow chart. by Kottakkaran Sooppy Nisar (11564911)

Reward function related parameters. by Honglei Pang (22693724)

Subjects:

S1 File - by Yuh-Chin T. Huang (17867207)

Subjects:

S1 Dataset - by Yuh-Chin T. Huang (17867207)

Subjects:

Hyperparameter settings of the algorithm 1. by Jin Xu (31283)

“…Subsequently, simulation experiments were conducted in MATLAB/Simulink. The results show that compared to PID, fuzzy PID, DDPG and TD3, the TD3-RTM method improved the transient time in the flow loop by 6.09s, 5.29s, 0.57s, and 0.77s, respectively, and the Integral of Absolute Error(IAE) indexes decreased by 710.54, 335.1, 135.97, and 89.96, respectively, and the transient time in the temperature loop improved by 25.84s, 13.65s, 15.05s, and 0.81s, and the IAE metrics were reduced by 143.9, 59.13, 31.79, and 1.77, respectively. …”