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The gerrymandering problem is a worldwide problem which sets great threat to democracy and justice in district based elections. Thanks to partisan redistricting commissions, district boundaries are often manipulated to benefit incumbents.…

计算机与社会 · 计算机科学 2015-10-14 Lucy Chenyun Wu , Jason Xiaotian Dou , Danny Sleator , Alan Frieze , David Miller

Most US school districts draw geographic "attendance zones" to assign children to schools based on their home address, a process that can replicate existing neighborhood racial/ethnic and socioeconomic status (SES) segregation in schools.…

计算机与社会 · 计算机科学 2026-02-02 Hongzhao Guan , Nabeel Gillani , Tyler Simko , Jasmine Mangat , Pascal Van Hentenryck

Generation of realistic topologies plays an important role in determining the accuracy and validity of simulation studies. This study presents a discussion to justify why, and how often randomly generated adjacency matrices may not not…

网络与互联网体系结构 · 计算机科学 2013-04-17 Gautam Bhanage , Sanjit Kaul

In previous work [arXiv:1608.02014], we developed a rigorous statistical test for outlier status in a reversible Markov Chain, and demonstrated its utilization with an application to detecting gerrymandering in Pennsylvania's Congressional…

应用统计 · 统计学 2017-10-04 Maria Chikina , Alan Frieze , Wesley Pegden

Sampling-based methods such as ReCom are widely used to audit redistricting plans for fairness, with the balanced spanning tree distribution playing a central role since it favors compact, contiguous, and population-balanced districts.…

数据结构与算法 · 计算机科学 2026-01-13 Harry Chen , Kamesh Munagala , Govind S. Sankar

Several measures of partisan bias are reviewed for single member districts with two dominant parties. These include variants of the simple bias that considers only deviation of seats from 50% at statewide 50% vote. Also included are…

物理与社会 · 物理学 2020-06-26 John F. Nagle

Assuming that partisan fairness and responsiveness are important aspects of redistricting, it is important to measure them. Many measures of partisan bias are satisfactory for states that are balanced with roughly equal proportions of…

物理与社会 · 物理学 2020-09-29 John F. Nagle , Alec Ramsay

The space of connected graph partitions underlies statistical models used as evidence in court cases and reform efforts that analyze political districting plans. In response to the demands of redistricting applications, researchers have…

物理与社会 · 物理学 2022-02-09 Elle Najt , Daryl DeFord , Justin Solomon

Connecticut passed their new state House of Representatives district plan on November 18, 2021 and passed their new state Senate district plan on November 23, 2021. Each passed unanimously in their 9-person bipartisan Reapportionment…

计算机与社会 · 计算机科学 2022-09-02 Kyle Evans , Katherine T. Chang

Landau, Reid, and Yershov [A Fair Division Solution to the Problem of Redistricting, \textit{Social Choice and Welfare}, 2008] propose a protocol for drawing legislative districts based on a two player fair division process, where each…

组合数学 · 数学 2018-11-15 Jessica De Silva , Brady Gales , Bryson Kagy , David Offner

As a case study into an algorithmic approach to congressional districting, North Carolina provides a lot to explore. Statistical modeling has called into question whether recent North Carolina district plans are unbiased. In particular, the…

最优化与控制 · 数学 2023-11-21 Jimmy Risk , Jennifer Switkes , Ann Zhang

In network science, identifying optimal partitions of a signed network into internally cohesive and mutually divisive clusters based on generalized balance theory is computationally challenging. We reformulate and generalize two binary…

社会与信息网络 · 计算机科学 2022-07-28 Samin Aref , Zachary P. Neal

Markov chains based on spanning trees have been hugely influential in algorithms for assessing fairness in political redistricting. The input graph represents the geographic building blocks of a jurisdiction. The goal is to output a large…

Flexible licensing model is a necessary enabler of the technical and procedural complexities of Spectrum Access System (SAS)-based sharing framework. The purpose of this study is to explore the effectiveness of 3.5GHz Licensing Framework -…

计算机与社会 · 计算机科学 2016-05-31 Elma Avdic , Irene Macaluso , Nicola Marchetti , Linda Doyle

North Carolina's constitution requires that state legislative districts should not split counties. However, counties must be split to comply with the "one person, one vote" mandate of the U.S. Supreme Court. Given that counties must be…

计算机与社会 · 计算机科学 2019-09-02 Daniel Carter , Zach Hunter , Dan Teague , Gregory Herschlag , Jonathan Mattingly

Random sampling of graph partitions under constraints has become a popular tool for evaluating legislative redistricting plans. Analysts detect partisan gerrymandering by comparing a proposed redistricting plan with an ensemble of sampled…

应用统计 · 统计学 2023-11-09 Cory McCartan , Kosuke Imai

This paper presents a novel mechanism to endogenously determine the fair division of a state into electoral districts in a two-party setting. No geometric constraints are imposed on voter distributions or district shapes; instead, it is…

计算机科学与博弈论 · 计算机科学 2019-01-07 Jamie Tucker-Foltz

We propose a method for redistricting, decomposing a geographical area into subareas, called districts, so that the populations of the districts are as close as possible and the districts are compact and contiguous. Each district is the…

数据结构与算法 · 计算机科学 2018-01-09 Vincent Cohen-Addad , Philip N. Klein , Neal E. Young

In political redistricting, the compactness of a district is used as a quantitative proxy for its fairness. Several well-established, yet competing, notions of geographic compactness are commonly used to evaluate the shapes of regions,…

物理与社会 · 物理学 2022-02-09 Assaf Bar-Natan , Elle Najt , Zachary Schutzman

The process of legislative redistricting in New Hampshire, along with many other states across the country, was particularly contentious during the 2020 census cycle. In this paper we present an ensemble analysis of the enacted districts to…

社会与信息网络 · 计算机科学 2025-09-12 Atticus McWhorter , Daryl DeFord