Putting continuous metaheuristics to work in binary search spaces

B Crawford, R Soto, G Astorga, J García, C Castro… - …, 2017 - Wiley Online Library
In the real world, there are a number of optimization problems whose search space is
restricted to take binary values; however, there are many continuous metaheuristics with …

Black hole algorithm: A comprehensive survey

L Abualigah, MA Elaziz, P Sumari, AM Khasawneh… - Applied …, 2022 - Springer
This paper provides an in-depth literature review of the Black Hole Algorithm (BHA) which is
considered as a recent metaheuristic. BHA has been proven to be very efficient in different …

A k-means binarization framework applied to multidimensional knapsack problem

J García, B Crawford, R Soto, C Castro, F Paredes - Applied Intelligence, 2018 - Springer
The multidimensional knapsack problem (MKP) is one of the widely known integer
programming problems. The MKP has received significant attention from the operational …

Robust optimization: concepts and applications

J García, A Peña - Nature-inspired methods for stochastic, robust …, 2018 - books.google.com
Robust optimization is an emerging area in research that allows addressing different
optimization problems and specifically industrial optimization problems where there is a …

A clustering algorithm applied to the binarization of swarm intelligence continuous metaheuristics

J García, B Crawford, R Soto, G Astorga - Swarm and evolutionary …, 2019 - Elsevier
The binarization of Swarm intelligence continuous metaheuristics is an area of great interest
in operations research. This interest is mainly due to the application of binarized …

A Db‐Scan Binarization Algorithm Applied to Matrix Covering Problems

J García, P Moraga, M Valenzuela… - Computational …, 2019 - Wiley Online Library
The integration of machine learning techniques and metaheuristic algorithms is an area of
interest due to the great potential for applications. In particular, using these hybrid …

A Distributed K‐Means Segmentation Algorithm Applied to Lobesia botrana Recognition

J García, C Pope, F Altimiras - Complexity, 2017 - Wiley Online Library
Early detection of Lobesia botrana is a primary issue for a proper control of this insect
considered as the major pest in grapevine. In this article, we propose a novel method for L …

A Binary Cuckoo Search Big Data Algorithm Applied to Large‐Scale Crew Scheduling Problems

J García, F Altimiras, A Peña, G Astorga… - Complexity, 2018 - Wiley Online Library
The progress of metaheuristic techniques, big data, and the Internet of things generates
opportunities to performance improvements in complex industrial systems. This article …

A meta-optimization approach for covering problems in facility location

B Crawford, R Soto, E Monfroy, G Astorga… - … Computer Sciences in …, 2017 - Springer
In this paper, we solve the Set Covering Problem with a meta-optimization approach. One of
the most popular models among facility location models is the Set Covering Problem. The …

A percentile transition ranking algorithm applied to binarization of continuous swarm intelligence metaheuristics

J García, B Crawford, R Soto, G Astorga - Recent Advances on Soft …, 2018 - Springer
The binarization of continuous swarm-intelligence metaheuristics is an area of great interest
in operational research. This interest is mainly due to the application of binarized …