NSGA-III algorithm flow chart. by Manxian Yang (20521600)

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(A) Initial path planning result using the OPTION-SA-DQN algorithm. by Meiqing Xu (8502255)

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(A) Initial path planning result using the OPTION-A*-DQN algorithm. by Meiqing Xu (8502255)

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(A) Initial path planning result using the OPTION-Dijkstra-DQN algorithm. by Meiqing Xu (8502255)

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OPTION-DQN algorithm flowchart. by Meiqing Xu (8502255)

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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. …”

Agricultural field path planning diagram. by Manxian Yang (20521600)

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Aesthetic quality for different algorithms in Tongzhou district. by Jia Yu (220212)

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Final Path Smoothing Optimization: Step-by-step results of smoothing optimization applied to the adjusted path. It shows how the path becomes more continuous and efficient through... by Yan Chen (4308)

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Flowchart of the particle swarm optimization algorithm. by Jian Ma (170138)

Flowchart of the particle swarm optimization algorithm. by Jian Ma (170138)

Test results of different algorithms. 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. …”

Space utilization efficiency for different algorithms in Tongzhou district. by Jia Yu (220212)

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Flowchart of the intelligent inspection area partitioning algorithm. by Meiqing Xu (8502255)

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Bar chart comparing the return-to-charge frequency before and after optimization for different algorithms. by Meiqing Xu (8502255)

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The operation effect diagram of RRT three-dimensional path planning algorithm. by Ganbin Xu (21688817)

The operation effect diagram of ACO three-dimensional path planning algorithm. by Ganbin Xu (21688817)

Performance of active and standby paths. by Yang Yu (4292)

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Flight optimization iterations. by HaoCheng Wang (6089567)

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Flight optimization iterations. by HaoCheng Wang (6089567)

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