Optimal transport methods for combinatorial optimization over two random point sets

Probability Theory and Related Fields(2023)

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摘要
We investigate the minimum cost of a wide class of combinatorial optimization problems over random bipartite geometric graphs in ℝ^d where the edge cost between two points is given by a p th power of their Euclidean distance. This includes e.g. the travelling salesperson problem and the bounded degree minimum spanning tree. We establish in particular almost sure convergence, as n grows, of a suitable renormalization of the random minimum cost, if the points are uniformly distributed and d ≥ 3, 1≤ p更多
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关键词
Travelling salesperson problem,Matching problem,Optimal transport,Geometric probability
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