A systematic review of hyper-heuristics on combinatorial optimization problems

M Sánchez, JM Cruz-Duarte… - IEEE …, 2020 - ieeexplore.ieee.org
Hyper-heuristics aim at interchanging different solvers while solving a problem. The idea is
to determine the best approach for solving a problem at its current state. This way, every time …

Binary firefly algorithm for the set covering problem

B Crawford, R Soto, MO Suárez… - 2014 9th Iberian …, 2014 - ieeexplore.ieee.org
The set cover problem, belongs to the branch of combinatorial optimization problems, whose
complexity is exponential theoretically established as NP-complex problems. Consists in …

[PDF][PDF] A binary coded firefly algorithm that solves the set covering problem

B Crawford, R Soto, M Olivares-Suarez, W Palma… - 2014 - imt.ro
This work presents a study of a new binary coded firefly algorithm. The firefly algorithm is a
novel nature-inspired metaheuristic, inspired by the social behavior of fireflies, which is …

A general framework based on machine learning for algorithm selection in constraint satisfaction problems

JC Ortiz-Bayliss, I Amaya, JM Cruz-Duarte… - Applied Sciences, 2021 - mdpi.com
Many of the works conducted on algorithm selection strategies—methods that choose a
suitable solving method for a particular problem—start from scratch since only a few …

Combine and conquer: an evolutionary hyper-heuristic approach for solving constraint satisfaction problems

JC Ortiz-Bayliss, H Terashima-Marín… - Artificial Intelligence …, 2016 - Springer
Selection hyper-heuristics are a technology for optimization in which a high-level
mechanism controls low-level heuristics, so as to be capable of solving a wide range of …

An artificial bee colony algorithm for the set covering problem

R Cuesta, B Crawford, R Soto, F Paredes - Modern Trends and …, 2014 - Springer
In this paper, we present a new Artificial Bee Colony algorithm to solve the non-unicost Set
Covering Problem. The Artificial Bee Colony algorithm is a recent metaheuristic technique …

A prefiltered cuckoo search algorithm with geometric operators for solving Sudoku problems

R Soto, B Crawford, C Galleguillos… - The Scientific World …, 2014 - Wiley Online Library
The Sudoku is a famous logic‐placement game, originally popularized in Japan and today
widely employed as pastime and as testbed for search algorithms. The classic Sudoku …

Using autonomous search for solving constraint satisfaction problems via new modern approaches

R Soto, B Crawford, R Olivares, C Galleguillos… - Swarm and Evolutionary …, 2016 - Elsevier
Constraint Programming is a powerful paradigm which allows the resolution of many
complex problems, such as scheduling, planning, and configuration. These problems are …

Boosting autonomous search for CSPs via skylines

R Soto, B Crawford, W Palma, K Galleguillos… - Information …, 2015 - Elsevier
Solving constraint satisfaction problems via constraint programming involves the exploration
of a search tree where the potential solutions are distributed. The exploration phase is …

[PDF][PDF] Nurse and paramedic rostering with constraint programming: A case study

R Soto, B Crawford, E Monfroy, W Palma… - Romanian Journal of …, 2013 - romjist.ro
The nurse rostering problem consists in generating a configuration of daily schedules for a
set of nurses satisfying a set of constraints. The problem is known to be computationally …