Pose errors of 5PUS-RPUR robot with different algorithms. by Zesheng Wang (15244172)

A* Path-Finding Algorithm to Determine Cell Connections by Max Weng (22327159)

“…Pixel paths were classified using a z-score brightness threshold of 1.21, optimized for noise reduction and accuracy. The A* algorithm then evaluated connectivity by minimizing Euclidean distance and heuristic cost between cells. …”

Algorithm flow chart. by Yun Qi (560401)

“…These enhancements are compared against single-strategy improved WOAs.Subsequently, path planning simulations were conducted using several extracted algorithms and grid-based methods. The results demonstrate that the optimal path length achieved by the Multi-Strategy WOA (MSWOA) is 41.7% shorter than that of the standard WOA, 42.3% shorter than WOA-1, and 48.5% shorter than PSO for the shortest path. …”

Algorithm iteration graph. by Yun Qi (560401)

“…These enhancements are compared against single-strategy improved WOAs.Subsequently, path planning simulations were conducted using several extracted algorithms and grid-based methods. The results demonstrate that the optimal path length achieved by the Multi-Strategy WOA (MSWOA) is 41.7% shorter than that of the standard WOA, 42.3% shorter than WOA-1, and 48.5% shorter than PSO for the shortest path. …”

Training curves of mAP@0.5 for four optimal models. by Hanfei Xie (18208462)

Four Pareto frontiers of algorithms. by Liming Wei (2873834)

“…<div><p>To accelerate energy efficiency improvement and green transition in industrial parks while addressing energy utilization and carbon reduction requirements, this study proposes a low-carbon economic dispatch model for integrated energy systems (IES) based on an enhanced multi-objective artificial hummingbird algorithm (MOAHA). …”

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

Comparisons between the PO algorithm with reported techniques for the IEEE 69 node system. by Zuhair Alaas (20868907)

Subjects:

Performance of algorithms outside the training species. by Sven B. Gould (12237287)

Proposed Algorithm. by Hend Bayoumi (22693738)

“…Hence, an Energy-Harvesting Reinforcement Learning-based Offloading Decision Algorithm (EHRL) is proposed. …”

Experiment 4: Evaluating modularity-based clustering methods on tree-of-cliques networks. by Yasamin Tabatabaee (18095491)

Experiment 4: Evaluating CPM-based clustering methods on ring-of-cliques networks. by Yasamin Tabatabaee (18095491)

Search algorithm performance comparison. by Zhaohui Du (414105)

Optimize the variable name and level range table. by Ning Yu (358970)

Subjects:

Optimized Latin hypercube test scheme table. by Ning Yu (358970)

Subjects:

The application of machine learning in the integration and optimization of natural protected areas by Qiuyan Liang (21585203)

“…This study constructed a spatial integration and optimization path for NPAs based on the random forest classification model and the regional growing algorithm, and conducted an empirical test using the northern Guangdong region with basic data as an example. …”

pone.0323574.t014 - Research on two-stage dynamic optimization model and algorithm for agricultural products joint distribution network based on vehicles and customers sharing under data-driven by Meilin Zhu (688698)

“…pone.0323574.t014 - <p>Research on two-stage dynamic optimization model and algorithm for agricultural products joint distribution network based on vehicles and customers sharing under data-driven</p>…”

pone.0323574.t016 - Research on two-stage dynamic optimization model and algorithm for agricultural products joint distribution network based on vehicles and customers sharing under data-driven by Meilin Zhu (688698)

“…pone.0323574.t016 - <p>Research on two-stage dynamic optimization model and algorithm for agricultural products joint distribution network based on vehicles and customers sharing under data-driven</p>…”

pone.0323574.t015 - Research on two-stage dynamic optimization model and algorithm for agricultural products joint distribution network based on vehicles and customers sharing under data-driven by Meilin Zhu (688698)

“…pone.0323574.t015 - <p>Research on two-stage dynamic optimization model and algorithm for agricultural products joint distribution network based on vehicles and customers sharing under data-driven</p>…”

The fitness values during the MABC optimization. by Wei Su (89824)

“…This study proposes a hybrid model (MABC-LSSVM) that combines a modified artificial bee colony (MABC) optimization algorithm with a least squares support vector machine (LSSVM) model. …”