Pseudo-code of DMDDPG algorithm. by Guohua Cao (697580)

“…First, we analyze the stages of hole-seeking, alignment, and insertion in the shaft-hole assembly process, based on a comprehensive study of the interactions between shafts and holes. Next, a reward function is designed by integrating the decoupled multi-agent deterministic deep deterministic policy gradient (DMDDPG) algorithm. …”

Genetic algorithm flowchart. by Junjie He (700642)

“…Then, the epsilon constraint method was used to address the multi-objective model, followed by designing the genetic algorithm based on the problem characteristics for solutions. …”

Left: the algorithm’s best estimate of where to put breakpoints for each number of breakpoints considered. by Zhengtian Li (5076704)

The convergence diagram of the coefficients of the objective function for the capacity of 1 MW. by Mohammad Hassan Tanha (19832141)

Subjects: “…refrigeration optimization algorithm…”

IEEE CEC 2017 benchmark function specifications. by Kankan Tang (21474968)

IEEE CEC 2022 benchmark function specifications. by Kankan Tang (21474968)

Study proposed algorithm. by Ainhoa Pérez-Guerrero (21377457)

“…The index of microvascular resistance (IMR) is a specific physiological parameter used to assess microvascular function. Invasive coronary assessment has been shown to be both feasible and safe. …”

Parameterization of the feature selection algorithm. by Chenyi Zhu (9383370)

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Comparison of metaheuristic algorithm parameterization. by Chenyi Zhu (9383370)

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The Pseudo-Code of the IRBMO Algorithm. by Chenyi Zhu (9383370)

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Observations that influence the accuracy of the algorithm. by Rabnawaz Khan (6509084)

Results of Wilcoxon rank-sum test and Friedman test for different algorithms. by Yanzhao Gu (21192659)

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Acc epoch loss curve of IPCA algorithm. by Lu Lin (201289)

DMTD algorithm. by Yunhu Huang (21402795)

“…On the basis of EITO_E, we propose EITO_P algorithm using the PPO algorithm to optimize multiple objectives by designing reinforcement learning strategies, rewards, and value functions. …”

Parameters of NSGA-II algorithm. by Shangyang Jin (21772466)

“…This strategy combines the design of experiments (DOE), genetic algorithm (GA), and NLPQL algorithm, which is referred to as the DGN method. …”

Water consumption due to average value and fuzzy logic algorithm. by Gourab Saha (8987405)

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Crop yield prediction accuracy using different ML algorithms. by Gourab Saha (8987405)

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Comparison curve of ReLU and SiLU activation functions. by Junjie Lu (160350)

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Modeling Molecularly Imprinted Nanoparticles with LNKD: A Resource Efficient Algorithm for Polymer Cross-Linking by Emma Stevens (22257358)

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Training algorithm flow. by Xing Chen (140292)

“…<div><p>In daily life, two common algorithms are used for collecting medical disease data: data integration of medical institutions and questionnaires. …”