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Lights Out! is a game played on a $5 \times 5$ grid of lights, or more generally on a graph. Pressing lights on the grid allows the player to turn off neighboring lights. The goal of the game is to start with a given initial configuration…

Combinatorics · Mathematics 2018-02-16 Bryan Curtis , Jonathan Earl , David Livingston , Bryan Shader

In this paper we study a variant of the solitaire game Lights-Out, where the player's goal is to turn off a grid of lights. This variant is a two-player impartial game where the goal is to make the final valid move. This version is playable…

Combinatorics · Mathematics 2024-11-14 Eugene Fiorini , Maxwell Fogler , Katherine Levandosky , Bryan Lu , Jacob Porter , Andrew Woldar

Neighborhood Lights Out is a game played on graphs. Begin with a graph and a vertex labeling of the graph from the set $\{0,1,2,\dots, \ell-1\}$ for $\ell \in \mathbb{N}$. The game is played by toggling vertices: when a vertex is toggled,…

Combinatorics · Mathematics 2020-07-08 Lauren Keough , Darren Parker

The Lights Out Puzzle represents a cellular automaton based on a grid of squares where clicking a square changes its state and the states of surrounding squares. A "quiet pattern" is a way to click such that in the end, no change is…

Cellular Automata and Lattice Gases · Physics 2025-10-29 Wisdom Boinde , Igor Minevich , Dipesh Poudel

We model the Lights Out game on general simple graphs in the framework of linear algebra over the field $\mathbb F_2$. Based upon a version of the Fredholm alternative, we introduce a separating invariant of the game, i.e., an initial state…

Combinatorics · Mathematics 2019-03-19 Abraham Berman , Franziska Borer , Norbert Hungerbühler

Consider a game played on a simple graph $G = (V, E)$ where each vertex consists of a clickable light. Clicking any vertex $v$ toggles the on/off state of $v$ and its neighbors. Starting from an initial configuration of lights, one wins the…

Combinatorics · Mathematics 2022-07-05 William Boyles

The theory behind the Lights Out game has been developed by several authors. The aim of this work is to present some results related to this game using Linear Algebra. We establish a criterion for the solubility of this game in the case of…

History and Overview · Mathematics 2024-03-28 Adriano Verdério , Izabele D'Agostin , Mari Sano , Patrícia Massae Kitani

In this work, we study a triangular variant of the Lights Out game, proposed in the 2025 Capixaba Mathematics Olympiad. We present a combinatorial description of the game, formally characterize its operations, and introduce the notion of a…

Combinatorics · Mathematics 2026-03-17 Cassio Vieira Morais , Tiane Marcarini

Lights Out is a game played on a graph $G$ where every vertex has a light bulb that is either on or off, and pressing a vertex $v$ toggles the state of every vertex in the closed neighborhood of $v$. The goal is to find a subset of vertices…

Combinatorics · Mathematics 2026-02-10 Julien Codsi , Sergio Cristancho , Alexander Divoux , Varun Sivashankar

We study a version of the lights out game played on directed graphs. For a digraph $D$, we begin with a labeling of $V(D)$ with elements of $\mathbb{Z}_k$ for $k \ge 2$. When a vertex $v$ is toggled, the labels of $v$ and any vertex that…

Combinatorics · Mathematics 2026-02-04 T. Elise Dettling , Darren B. Parker

We consider the generalized game Lights Out played on a graph and investigate the following question: for a given positive integer $n$, what is the probability that a graph chosen uniformly at random from the set of graphs with $n$ vertices…

Combinatorics · Mathematics 2022-08-10 Bradley Forrest , Nicole Manno

We look at both the \emph{group labeling lights out game} and the \emph{neighborhood lights out game}. Our main focus is to determine necessary and sufficient conditions for when the group labeling lights out game on path graphs, cycle…

Combinatorics · Mathematics 2024-05-06 Brittany Doherty , Christian J. Miller , Darren B. Parker

Let $\mathbb{F}$ be any field, we consider solving $Ax=b$ repeatedly for a matrix $A\in\mathbb{F}^{n\times n}$ of $m$ non-zero elements, and multiple different $b\in\mathbb{F}^{n}$. If we are given a zero forcing set of $A$ of size $k$, we…

Data Structures and Algorithms · Computer Science 2022-08-23 Jianbo Wang , Chao Xu , Siyun Zhou

The Gale-Berlekamp Light Switching Game is played on a square board of lights. Each light has two states, either on or off. There is a switch to every row and column. Turning this switch would change the state of all the lights on that row…

Combinatorics · Mathematics 2021-08-23 Le Viet Hung , Xu Yu

Lights Out is a game which can be played on any graph $G$. Initially we have a configuration which assigns one of the two states on or off to each vertex. The aim of the game is to turn all vertices to off state for an initial configuration…

Combinatorics · Mathematics 2024-09-09 Ahmet Batal

We study the generalization of the game Lights Out in which the standard square grid board is replaced by a graph. We examine the probability that, when a graph is chosen uniformly at random from the set of graphs with $n$ vertices and $e$…

Combinatorics · Mathematics 2025-08-14 Bradley Forrest , Riya Goyal

Lights out is a game that can be played on any simple graph $G$. A configuration assigns one of the two states \emph{on} or \emph{off} to each vertex. For a given configuration, the aim of the game is to turn all vertices \emph{off} by…

Combinatorics · Mathematics 2024-09-09 Ahmet Batal

We study a game in which one keeps flipping a coin until a given finite string of heads and tails occurs. We find the expected number of coin flips to end the game when the ending string consists of at most four maximal runs of heads or…

Combinatorics · Mathematics 2025-01-31 Jia Huang

The Gale-Berlekamp switching game is played on the following device: $G_n=\{1,2,\ldots,n\} \times \{1,2,\ldots,n\}$ is an $n \times n$ array of lights is controlled by $2n$ switches, one for each row or column. Given an (arbitrary) initial…

Combinatorics · Mathematics 2024-12-24 Adrian Dumitrescu

Zeckendorf proved that every positive integer can be expressed as the sum of non-consecutive Fibonacci numbers. This theorem inspired a beautiful game, the Zeckendorf Game. Two players begin with $n \ 1$'s and take turns applying rules…

Number Theory · Mathematics 2019-09-05 Steven J. Miller , Alexandra Newlon
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