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Locked Polyomino Tilings: Insights and Challenges

An exploration of locked polyomino tilings and their significance in grid structures.

― 5 min read


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Locked Polyomino tilings are a way to fill a grid or a torus using shapes called polyominoes. A locked tiling means that if you remove any two tiles from the arrangement, you can only fill in the space left behind by using the same two tiles in the same way they were originally placed. This concept is important because it has real implications in areas like political Redistricting, where the drawing of electoral districts can be affected by how these shapes fill space.

What are Polyominoes?

Polyominoes are shapes made up of squares joined together. For example, a domino is a 2-omino, consisting of two squares. A triomino has three squares, a tetromino has four squares, and a pentomino has five squares. In this context, we look at locked tiling using these shapes on Grids of various sizes.

Why Do Locked Polyomino Tilings Matter?

Locked tilings can present a challenge in certain algorithms used for redistricting. In the United States, redistricting involves redrawing electoral districts based on new census data. This is often modeled using Graphs, where the different regions are represented as points (vertices) and their connections are represented as lines (edges). A locked tiling can demonstrate a situation where changes cannot be easily made without returning to the original setup.

The Challenge of Locked Tilings

For 2-ominoes, or dominoes, it is a known fact that a grid cannot have a locked tiling. This has been established as a classic result in mathematics. However, for larger shapes like 3-, 4-, and 5-ominoes, the situation is different. Research has shown that while 3-omino tilings can be created easily, it is much harder to find locked tilings for 4- and 5-ominoes.

Research Findings

Using thorough computer searches, researchers found locked 4-omino tilings in certain grid sizes and locked 5-omino tilings in others. However, attempts to find these locked shapes in other grid sizes were unsuccessful. The findings indicated that locked tilings could be created in specific configurations, but they are rare and difficult to come by.

Tiling and Redistricting: A Graph Theory Approach

In terms of redistricting, the task can be seen as dividing a graph into connected parts. Each part must have an equal number of points and should connect in a way that respects geographical boundaries. This process can be complicated, especially in situations where the districts must maintain certain population balances.

To study this further, researchers considered the grid graph as a basic model. If the grid is structured in a specific way, examining how partitions can be shifted helps clarify if every possible arrangement is reachable from any starting arrangement.

The Proof of Connectivity

For small grid sizes, it has been shown that certain configurations remain connected, meaning one can move from one arrangement to another without losing the connection. Specifically, if the grid sides are both small and certain conditions are met, you can reconfigure it into a desired state.

The Complexity of 3-Omni Tiling

The case of 3-omino tilings is particularly interesting. It has been observed that for larger grid sizes divisible by three, there are abundant locked tilings. If one of the grid sides is too small, however, connections remain intact, meaning no locked configurations exist. This dynamic creates a balance between finding locked tilings and maintaining grid connections.

Surprising Results on 4- and 5-Omni Tiling

When looking at 4- and 5-ominoes, researchers faced unexpected difficulties. Unlike 3-ominoes, finding locked tilings for 4- and 5-ominoes requires extensive computation. As such, only one locked tiling for each has been identified, with strict conditions limiting their occurrence. This led to further investigation into the conditions needed for finding locked tilings and their implications on the surrounding mathematical landscape.

Tiling on Tori

A torus graph represents a more complex and connected structure. In a toroidal grid, the edges connect back to the opposite side, creating a continuous surface. This continuity makes reasoning about locked tilings easier because there are no external boundaries that could limit the shapes' interactions.

New Findings and Infinite Families of Tiling

In this investigation, researchers found that an infinite series of locked 3-omino tilings exists on toroidal grids, an unexpected result. This discovery opens up new avenues for research and challenges previous assumptions about the limitations imposed by grid boundaries.

Open Questions and Future Research

The work in this area is just beginning, and several questions remain. Researchers are interested in understanding whether there are more locked tilings than those already identified. They want to know if these configurations only happen for certain grid sizes. Exploring the structure of 3-omino partitions and their connectedness presents another area ripe for study.

In addition, investigating the connections between different locked tilings could lead to breakthroughs in understanding how these configurations operate at a larger scale. Each locked tiling offers insight into the underlying principles governing graph connectivity and partition movement.

The questions are numerous and highlight the complexity and depth of this field of study. The journey into the world of locked polyomino tilings is just beginning, and each new discovery adds to the rich tapestry of mathematics.

Original Source

Title: Locked Polyomino Tilings

Abstract: A locked $t$-omino tiling is a grid tiling by $t$-ominoes such that, if you remove any pair of tiles, the only way to fill in the remaining $2t$ grid cells with $t$-ominoes is to use the same two tiles in the exact same configuration as before. We exclude degenerate cases where there is only one tiling overall due to small dimensions. It is a classic (and straightforward) result that finite grids do not admit locked 2-omino tilings. In this paper, we construct explicit locked $t$-omino tilings for $t \geq 3$ on grids of various dimensions. Most notably, we show that locked 3- and 4-omino tilings exist on finite square grids of arbitrarily large size, and locked $t$-omino tilings of the infinite grid exist for arbitrarily large $t$. The result for 4-omino tilings in particular is remarkable because they are so rare and difficult to construct: Only a single tiling is known to exist on any grid up to size $40 \times 40$. In a weighted version of the problem where vertices of the grid may have weights from the set $\{1, 2\}$ that count toward the total tile size, we demonstrate the existence of locked tilings on arbitrarily large square weighted grids with only 6 tiles. Locked $t$-omino tilings arise as obstructions to widely used political redistricting algorithms in a model of redistricting where the underlying census geography is a grid graph. Most prominent is the ReCom Markov chain, which takes a random walk on the space of redistricting plans by iteratively merging and splitting pairs of districts (tiles) at a time. Locked $t$-omino tilings are isolated states in the state space of ReCom. The constructions in this paper are counterexamples to the meta-conjecture that ReCom is irreducible on graphs of practical interest.

Authors: Jamie Tucker-Foltz

Last Update: 2024-12-09 00:00:00

Language: English

Source URL: https://arxiv.org/abs/2307.15996

Source PDF: https://arxiv.org/pdf/2307.15996

Licence: https://creativecommons.org/licenses/by-nc-sa/4.0/

Changes: This summary was created with assistance from AI and may have inaccuracies. For accurate information, please refer to the original source documents linked here.

Thank you to arxiv for use of its open access interoperability.

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