On the Complexity of Sampling Redistricting Plans
Autor: | Charikar, Moses, Liu, Paul, Liu, Tianyu, Vuong, Thuy-Duong |
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Rok vydání: | 2022 |
Předmět: | |
Druh dokumentu: | Working Paper |
Popis: | A crucial task in the political redistricting problem is to sample redistricting plans i.e. a partitioning of the graph of census blocks into districts. We show that Recombination [DeFord-Duchin-Solomon'21]-a popular Markov chain to sample redistricting plans-is exponentially slow mixing on simple subgraph of $\mathbb{Z}_2.$ We show an alternative way to sample balance, compact and contiguous redistricting plans using a "relaxed" version of ReCom and rejection sampling. Comment: Correcting the definition of Markov chain to sample from spanning tree distribution |
Databáze: | arXiv |
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