A Genetic Algorithm Approach for Compact Wave Function Representations in Spin-Adapted Bases حسب Maru Song (22593561)

الموضوعات:

The pseudocode for the NAFPSO algorithm. حسب Huichao Guo (14515171)

"…A scheduling optimization model based on the particle swarm optimization (PSO) algorithm is proposed. …"

PSO algorithm flowchart. حسب Huichao Guo (14515171)

"…A scheduling optimization model based on the particle swarm optimization (PSO) algorithm is proposed. …"

Comparison of different algorithms. حسب Dawei Wang (471687)

الموضوعات:

Scheduling time of five algorithms. حسب Huichao Guo (14515171)

"…A scheduling optimization model based on the particle swarm optimization (PSO) algorithm is proposed. …"

Convergence speed of five algorithms. حسب Huichao Guo (14515171)

"…A scheduling optimization model based on the particle swarm optimization (PSO) algorithm is proposed. …"

CEC2017 basic functions. حسب Tengfei Ma (597633)

الموضوعات:

If datasets are small and/or noisy, linear-regression-based algorithms for identifying functional groups outperform more complex versions. حسب Yuanchen Zhao (12905580)

الموضوعات:

Multi-algorithm comparison figure. حسب Dawei Wang (471687)

الموضوعات:

AUC scores of anomaly detection algorithms. حسب GaoXiang Zhao (21499525)

الموضوعات:

Recall scores of anomaly detection algorithms. حسب GaoXiang Zhao (21499525)

الموضوعات:

CEC2017 test function test results. حسب Tengfei Ma (597633)

الموضوعات:

F1-scores of anomaly detection algorithms. حسب GaoXiang Zhao (21499525)

الموضوعات:

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

الموضوعات:

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

الموضوعات:

Completion times for different algorithms. حسب Jianbin Zheng (587000)

"…This paper first analyzes the H-beam processing flow and appropriately simplifies it, develops a reinforcement learning environment for multi-agent scheduling, and applies the rMAPPO algorithm to make scheduling decisions. The effectiveness of the proposed method is then verified on both the physical work cell for riveting and welding and its digital twin platform, and it is compared with other baseline multi-agent reinforcement learning methods (MAPPO, MADDPG, and MASAC). …"

The average cumulative reward of algorithms. حسب Jianbin Zheng (587000)

"…This paper first analyzes the H-beam processing flow and appropriately simplifies it, develops a reinforcement learning environment for multi-agent scheduling, and applies the rMAPPO algorithm to make scheduling decisions. The effectiveness of the proposed method is then verified on both the physical work cell for riveting and welding and its digital twin platform, and it is compared with other baseline multi-agent reinforcement learning methods (MAPPO, MADDPG, and MASAC). …"

Comparison with the BST algorithm for the AF and CST bundles. حسب Thomas Durantel (20933812)

الموضوعات: "…orientation distribution function…"

Simulation settings of rMAPPO algorithm. حسب Jianbin Zheng (587000)

"…This paper first analyzes the H-beam processing flow and appropriately simplifies it, develops a reinforcement learning environment for multi-agent scheduling, and applies the rMAPPO algorithm to make scheduling decisions. The effectiveness of the proposed method is then verified on both the physical work cell for riveting and welding and its digital twin platform, and it is compared with other baseline multi-agent reinforcement learning methods (MAPPO, MADDPG, and MASAC). …"

Evolution of the rescaled hydraulic diameter () and complexity () in both simulations and seal tomograms as a function of simulation timestep and relative age (). حسب Jonathan E Kings (20818367)