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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

De-Sheng Meng

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2 papers indexed here

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Open access 2026

Coalition formation game-based distributed optimization for heterogeneous UAV swarm fire strike task allocation

Compared to centralized metaheuristics, DCFA secures the optimal position on the utility-time Pareto frontier, delivering over an order-of-magnitude speedup with marginal accuracy trade-offs, and enables millisecond-level dynamic recovery, providing a robust distributed solution for large-scale swarm operations.

Xiao-Lu Cui, Jie Gu, Jian Ge et al. · 0 citations
Open access 2026

A distributed coalition formation algorithm for large-scale resource assignment under nonlinear coupling constraints

Extensive computational experiments demonstrate that DCFA scales near-linearly with problem size and occupies the optimal compromise point on the utility–time Pareto frontier, achieving order-of-magnitude speedups relative to leading centralized metaheuristics at negligible solution-quality loss.

Jie Gu, Xin-Wang Song, Jian Ge et al. · 0 citations

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