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Mastermind game is a two players zero sum game of imperfect information. The first player, called codemaker, chooses a secret code and the second player, called codebreaker, tries to break the secret code by making as few guesses as…

Data Structures and Algorithms · Computer Science 2016-11-21 Mourad El Ouali , Christian Glazik , Volkmar Sauerland , Anand Srivastav

We analyze the general version of the classic guessing game Mastermind with $n$ positions and $k$ colors. Since the case $k \le n^{1-\varepsilon}$, $\varepsilon>0$ a constant, is well understood, we concentrate on larger numbers of colors.…

Data Structures and Algorithms · Computer Science 2013-01-18 Benjamin Doerr , Carola Doerr , Reto Spöhel , Henning Thomas

Mastermind is famous two-players game. The first player (codemaker) chooses a secret code which the second player (codebreaker) is supposed to crack within a minimum number of code guesses (queries). Therefore, codemaker's duty is to help…

Data Structures and Algorithms · Computer Science 2020-03-27 Moura El Ouali , Volkmar Sauerland

A query game is a pair of a set $Q$ of queries and a set $\mathcal{F}$ of functions, or codewords $f:Q\rightarrow \mathbb{Z}.$ We think of this as a two-player game. One player, Codemaker, picks a hidden codeword $f\in \mathcal{F}$. The…

Combinatorics · Mathematics 2023-07-11 Anders Martinsson

Mastermind is a popular board game released in 1971, where a codemaker chooses a secret pattern of colored pegs, and a codebreaker has to guess it in several trials. After each attempt, the codebreaker gets a response from the codemaker…

Computer Science and Game Theory · Computer Science 2012-03-15 Giovanni Viglietta

In this paper, we study the algorithmic complexity of the Mastermind game, where results are single-color black pegs. This differs from the usual dual-color version of the game, but better corresponds to applications in genetics. We show…

Data Structures and Algorithms · Computer Science 2009-05-13 Michael T. Goodrich

We close the gap in the proof (published by Chen and Lin) of formulas for the minimum number of questions required in the expected case for Mastermind and its variant called AB game, where both games are played with two pegs and $n$ colors.…

Combinatorics · Mathematics 2018-08-14 Marcin Peczarski

Since the 1960s Mastermind has been studied for the combinatorial and information theoretical interest the game has to offer. Many results have been discovered starting with Erd\H{o}s and R\'enyi determining the optimal number of queries…

Combinatorics · Mathematics 2023-09-20 Anders Martinsson , Pascal Su

Permutation Mastermind is a version of the classical mastermind game in which the number of positions $n$ is equal to the number of colors $k$, and repetition of colors is not allowed, neither in the codeword nor in the queries. In this…

Combinatorics · Mathematics 2022-01-12 Maxime Larcher , Anders Martinsson , Angelika Steger

From the 1970s up to now, Mastermind, a classic two-player game, has attracted plenty of attention, not only from the public as a popular game, but also from the academic community as a scientific issue. Mastermind with n positions and k…

Quantum Physics · Physics 2023-02-14 Lvzhou Li , Jingquan Luo , Yongzhen Xu

We study the query complexity of a permutation-based variant of the guessing game Mastermind. In this variant, the secret is a pair $(z,\pi)$ which consists of a binary string $z \in \{0,1\}^n$ and a permutation $\pi$ of $[n]$. The secret…

Data Structures and Algorithms · Computer Science 2018-12-21 Peyman Afshani , Manindra Agrawal , Benjamin Doerr , Carola Doerr , Kasper Green Larsen , Kurt Mehlhorn

Mastermind is in essence a search problem in which a string of symbols that is kept secret must be found by sequentially playing strings that use the same alphabet, and using the responses that indicate how close are those other strings to…

Neural and Evolutionary Computing · Computer Science 2012-07-06 J. J. Merelo , Antonio M. Mora , Carlos Cotta , Thomas P. Runarsson

We study variants of Mastermind, a popular board game in which the objective is sequence reconstruction. In this two-player game, the so-called \textit{codemaker} constructs a hidden sequence $H = (h_1, h_2, \ldots, h_n)$ of colors selected…

Combinatorics · Mathematics 2017-09-27 Aaron Berger , Christopher Chute , Matthew Stone

We analyze the classic board game of Mastermind with $n$ holes and a constant number of colors. A result of Chv\'atal (Combinatorica 3 (1983), 325-329) states that the codebreaker can find the secret code with $\Theta(n / \log n)$…

Data Structures and Algorithms · Computer Science 2015-03-19 Benjamin Doerr , Carola Winzen

The AB~Game is a game similar to the popular game Mastermind. We study a version of this game called Static Black-Peg AB~Game. It is played by two players, the codemaker and the codebreaker. The codemaker creates a so-called secret by…

Combinatorics · Mathematics 2022-10-11 Gerold Jäger , Frank Drewes

The AB game is a two-player game, where the codemaker has to choose a secret code and the codebreaker has to guess it in as few questions as possible. It is a variant of the famous Mastermind game, with the only difference that all pegs in…

Computer Science and Game Theory · Computer Science 2015-03-17 Gerold Jäger , Marcin Peczarski

In the permutation Mastermind game, the goal is to uncover a secret permutation $\sigma^\star \colon [n] \to [n]$ by making a series of guesses $\pi_1, \ldots, \pi_T$ which must also be permutations of $[n]$, and receiving as feedback after…

Discrete Mathematics · Computer Science 2026-05-05 Bernardo Subercaseaux

Several variations of hat guessing games have been popularly discussed in recreational mathematics. In a typical hat guessing game, after initially coordinating a strategy, each of $n$ players is assigned a hat from a given color set.…

Combinatorics · Mathematics 2011-01-20 Tengyu Ma , Xiaoming Sun , Huacheng Yu

In the Generalized Mastermind problem, there is an unknown subset $H$ of the hypercube $\{0,1\}^d$ containing $n$ points. The goal is to learn $H$ by making a few queries to an oracle, which, given a point $q$ in $\{0,1\}^d$, returns the…

Data Structures and Algorithms · Computer Science 2024-09-11 Milind Prabhu , David Woodruff

We study a game puzzle that has enjoyed recent popularity among mathematicians, computer scientist, coding theorists and even the mass press. In the game, $n$ players are fitted with randomly assigned colored hats. Individual players can…

Information Theory · Computer Science 2007-07-16 Hendrik W. Lenstra , Gadiel Seroussi
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