The convergence curve of each optimization algorithm under the test function. by Hao Yang (328526)

Summary of descriptive statistic in for the optimization process of thirty executions with indirect search methods (gradient-based algorithms). by Roberto Castro-Medina (21484990)

“…<p>Summary of descriptive statistic in for the optimization process of thirty executions with indirect search methods (gradient-based algorithms).…”

DE algorithm flow. by Ling Zhao (111365)

“…<div><p>To solve the problems of insufficient global optimization ability and easy loss of population diversity in building interior layout design, this study proposes a novel layout optimization model integrating interactive genetic algorithm and improved differential evolutionary algorithm to improve the global optimization ability and maintain population diversity in building layout design. …”

Optimal hyperparameters of the model-agnostic meta-learning algorithm with few-shot tasks. by Soraya Khanmohmmadi (21539953)

Principle of Grinding Constant Force Control Based on PPO Algorithm. by Qichao Wang (5132438)

The flowchart of grinding constant force control based on the PPO algorithm. by Qichao Wang (5132438)

Feature importance plot obtained for regression-based algorithms. by Akshansh Mishra (21001499)

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Cut-based matheuristic algorithms to detect tacit collusion in deregulated electricity markets by Murat Elhüseyni (20744561)

“…The performance of the algorithms is compared with each other based on their capacity in identifying collusive states and the required computational effort.…”

Final optimization results. by Dawei Wang (471687)

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Iteration curves of different algorithms. by Tengfei Ma (597633)

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Flowchart of OP-ZOA algorithm. by Tengfei Ma (597633)

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The comparison of TL before and after optimization. by Shangyang Jin (21772466)

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The comparison of TL before and after optimization. by Shangyang Jin (21772466)

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The process of the optimization (NSGA-Ⅱ+ NLPQL). by Shangyang Jin (21772466)

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Optimization flow of the co-simulation method. by Shangyang Jin (21772466)

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Hyperparameters of the above comparison algorithm. by Jiaqi Ma (773451)

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Optimized based on the proximal strategy decision logic. by Hui Zhao (7395)

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Comparison of different algorithms. by Dawei Wang (471687)

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Transient response of different algorithms-based 2-DOF PIDA controllers. by Erdal Eker (19251018)

Statistical test of experimental results of NAFPSO and PSO algorithm. by Huichao Guo (14515171)