Titlebook: Advances in Swarm Intelligence; 15th International C Ying Tan,Yuhui Shi Conference proceedings 2024 The Editor(s) (if applicable) and The A

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Conference proceedings 2024 intelligence computing; Differential evolution; Evolutionary algorithms; Multi-agent reinforcement learning & Multi-objective optimization...Part II - Route planning problem; Machine learning; Detection and prediction; Classification; Edge computing; Modeling and optimization & Analysis of review..

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Solving the Traveling Salesman Problem for Efficient Route Planning Through Swarm Intelligence Basedient solutions. In this paper, we propose an improved method utilizing a Swarm Intelligence-based approach. Besides the traditional MIX and MOVE operations, our major contribution lies in the introduction of a new MIX operation specifically tailored for the TSP. This new operation offers an advantag

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An Improved Genetic Algorithm for Vehicle Routing Problem with Time Window Requirements window constraints in vehicle routing problems. Delivery problems often face challenges such as variations in delivery times due to real-world disturbances and the adverse effects of early or late deliveries. To effectively mitigate these challenges, we propose a tolerance mechanism to aid the gene

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Efficient Multilevel Spatial Co-location Pattern Discovery Based on Density-Wise Clustering and MC-Hy SCP mining still faces many challenges, e.g., dealing with heterogeneous distribution data, the expensive computational cost required for mining multilevel SCPs. To address the two mentioned challenges, a new method applied density-wise clustering is proposed to discover multilevel SCPs in heterog