Standard steady state genetic algorithms can hillclimb faster than mutation-only evolutionary algorithms

D Corus, PS Oliveto - IEEE Transactions on Evolutionary …, 2017 - ieeexplore.ieee.org
Explaining to what extent the real power of genetic algorithms (GAs) lies in the ability of
crossover to recombine individuals into higher quality solutions is an important problem in …

Complexity theory for discrete black-box optimization heuristics

C Doerr - … of Evolutionary Computation: Recent Developments in …, 2020 - Springer
A predominant topic in the theory of evolutionary algorithms and, more generally, theory of
randomized black-box optimization techniques is running-time analysis. Running-time …

The advantages of multiple classes for reducing overfitting from test set reuse

V Feldman, R Frostig, M Hardt - International Conference on …, 2019 - proceedings.mlr.press
Excessive reuse of holdout data can lead to overfitting. However, there is little concrete
evidence of significant overfitting due to holdout reuse in popular multiclass benchmarks …

Learning Multiple Secrets in Mastermind

M Prabhu, D Woodruff - arXiv preprint arXiv:2409.06453, 2024 - arxiv.org
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 …

The query complexity of finding a hidden permutation

P Afshani, M Agrawal, B Doerr, C Doerr… - … Papers in honor of J. Ian …, 2013 - Springer
We study the query complexity of determining a hidden permutation. More specifically, we
study the problem of learning a secret (z, π) consisting of a binary string z of length n and a …

The query complexity of a permutation-based variant of Mastermind

P Afshani, M Agrawal, B Doerr, C Doerr… - Discrete Applied …, 2019 - Elsevier
We study the query complexity of a permutation-based variant of the guessing game
Mastermind. In this variant, the secret is a pair (z, π) which consists of a binary string z∈{0 …

Mastermind with a linear number of queries

A Martinsson, P Su - Combinatorics, Probability and Computing, 2024 - cambridge.org
Mastermind with a linear number of queries Page 1 Combinatorics, Probability and Computing
(2023), 1–14 doi:10.1017/S0963548323000366 ARTICLE Mastermind with a linear number of …

Bounds for the static permutation mastermind game

C Glazik, G Jäger, J Schiemann, A Srivastav - Discrete Mathematics, 2021 - Elsevier
In this paper 1 we introduce a variant of Mastermind, which we call Static Permutation
Mastermind and which is defined as follows. One player creates a secret code, called secret …

Compiling a benchmarking test-suite for combinatorial black-box optimization: a position paper

OM Shir, C Doerr, T Bäck - Proceedings of the Genetic and Evolutionary …, 2018 - dl.acm.org
This contribution focuses on the challenge of formulating a set of benchmark problems
and/or a test-suite for Combinatorial Optimization problems when treated as black-box …

On the query complexity of black-peg ab-mastermind

M El Ouali, C Glazik, V Sauerland, A Srivastav - Games, 2018 - mdpi.com
Mastermind is a two players zero sum game of imperfect information. Starting with Erdős and
Rényi (1963), its combinatorics have been studied to date by several authors, eg, Knuth …