Dynamic Region Boundary Adjustment for Particle Simulation Load Balance

The patent applies local quality by assigning particles with different calculation costs to different nodes based on their specific computational requirements. Instead of uniform distribution, each node receives a tailored allocation of particle types and quantities matched to its computational capabilities, ensuring that nodes handling more complex calculations receive appropriate resource allocation while maintaining overall system efficiency.

The patent implements dynamics by making region boundaries adjustable rather than fixed. The system dynamically modifies boundary positions between partial regions in response to changing particle distributions and calculation costs. This allows the computational domain to adapt to evolving simulation conditions, maintaining optimal load balance across nodes even as particle concentrations and computational requirements change during the simulation process.

The patent applies parameter changes by varying the allocation parameters of particles assigned to each node based on their calculation costs and the specific computational requirements of different particle types. The system adjusts the number and types of particles distributed to each node, transforming the uniform distribution approach into a parameterized allocation strategy that optimizes computational load balance while maintaining operational simplicity.