Embedded learning approaches in the whale optimizer to solve coverage combinatorial problems

M Becerra-Rozas, F Cisternas-Caneo, B Crawford… - Mathematics, 2022 - mdpi.com
When we face real problems using computational resources, we understand that it is
common to find combinatorial problems in binary domains. Moreover, we have to take into …

A Percentile Firefly Algorithm an Application to the Set Covering Problem

L Jorquera, P Valenzuela, L Causa, P Moraga… - Artificial Intelligence in …, 2021 - Springer
The application of continuous metaheuristic algorithms to combinatorial problems is an area
of interest at the engineering level. This interest is related to the fact that many of the …

A Machine Learning Firefly Algorithm Applied to the Matrix Covering Problem

G Villavicencio, M Valenzuela, L Causa… - Artificial Intelligence in …, 2021 - Springer
At the business level, there are a large number of combinatorial problems. A subset of these
is NP-hard type. The study of algorithms that address this type of problem is of great interest …

A Machine Learning Whale Algorithm Applied to the Matrix Covering Problem

M Valenzuela, P Moraga, L Causa, H Pinto… - Data Science and …, 2021 - Springer
In the industry, the need for optimization naturally arises, with which there is a large number
of optimization problems, particularly combinatorial and NP-hard type. Therefore, there is an …

A Machine Learning Firefly Algorithm Applied to the Resource Allocation Problems

H Pinto, A Peña, C Maureira, M Valenzuela… - Artificial Intelligence in …, 2021 - Springer
In the fields of engineering and science, there are many combinatorial optimization
problems. Many of these problems are NP-hard problems, which are difficult to solve with …

A Binary Firefly Algorithm Applied to Knapsack Problem

H Pinto, M Valenzuela, C Maureira, L Lopez… - Artificial Intelligence in …, 2021 - Springer
The NP-hard problems are of interest in operations research and particularly the
combinatorial problems. Therefore, the design of efficient algorithms that address these …

Performance Analysis of Short-Span Simply Supported Bridges for Heavy-Haul Railways with A Novel Prefabricated Strengthening Structure

K **e, B Liu, W Dai, S Chen, X Wang - Buildings, 2023 - mdpi.com
A novel prefabricated strengthening structure (NPSS) is proposed to improve the vertical
stiffness and load-bearing capacity of existing short-span bridges for heavier axle-load trains …

A Machine Learning Whale Algorithm Applied to the Resource Allocation Problems

L Jorquera, P Moraga, F Altimiras, P Valenzuela… - … : Proceedings of 5th …, 2021 - Springer
Combinatorial optimization problems appear frequently in the areas of engineering and
science. A significant number of these problems are of the NP-hard type, therefore when the …

A Percentile Whale Algorithm an Application to the Set Covering Problem

L Jorquera, P Valenzuela, L Causa, P Moraga… - Proceedings of the …, 2021 - Springer
The design of robust continuous metaheuristic techniques to apply them to combinatorial
problems is a line of research with great applied potential. There are two major challenges …

A Binary Whale Algorithm Applied to Knapsack Problem

P Moraga, P Valenzuela, F Altimiras, L Lopez… - Data Science and …, 2021 - Springer
Combinatorial and particularly combinatorial NP-hard problems are of importance and
interest in operations research. Therefore, the design of efficient algorithms that address …