WCCI/GECCO 2020 Competition on Evolutionary Computation in the Energy Domain: An overview from the winner perspective

AY Rodriguez-Gonzalez, F Lezama… - Applied Soft …, 2022 - Elsevier
Evolutionary computation is attracting attention in the energy domain as an alternative to
tackle inherent mathematical complexity of some problems related to high-dimensionality …

A knowledge-driven co-evolutionary algorithm assisted by cross-regional interactive learning

N Zhu, F Zhao, J Cao - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
Differential evolution (DE) and Estimation of distribution algorithm (EDA) exhibit
complementary superiority in solving complex continuous optimization and engineering …

An evolutionary optimization-learning hybrid algorithm for energy resource management

R Qi, YH Jia, WN Chen, Y Bi, Y Mei - Swarm and Evolutionary Computation, 2025 - Elsevier
Energy resource management (ERM) is important to an energy system. Effective
management is hard to achieve because of the ubiquitous uncertainty of distributed energy …

Integrated management of urban resources toward Net-Zero smart cities considering renewable energies uncertainty and modeling in Digital Twin

X Zhao, Y Zhang - Sustainable Energy Technologies and Assessments, 2024 - Elsevier
This research introduces a groundbreaking strategy for urban microgrid (MG) management
and social economics, focusing on enhancing energy efficiency, reliability, and steering …

A bio-inspired optimization algorithm with disjoint sets to delineate orthogonal site-specific management zones

SJ Vicencio-Medina, YA Rios-Solis, NM Cid-Garcia - Precision Agriculture, 2025 - Springer
The first stage in the precision agriculture cycle has been a vital study area in recent years
because it allows soil testing followed by data analysis. In this stage, a strategic delineation …

Ring cellular encode-decode UMDA: simple is effective

AY Rodríguez-González, S Barajas, R Aranda… - Proceedings of the …, 2021 - dl.acm.org
The management of today's smart grids is a challenge due to the stochastic nature of
renewable energies, the vehicle-to-grid functionalities, the participation of external providers …

Applying ring cellular encode-decode UMDA to risk-based energy scheduling

AY Rodríguez-González, R Aranda… - Proceedings of the …, 2022 - dl.acm.org
One of the challenges to making cities and human settlements inclusive, safe, resilient, and
sustainable is to manage energy efficiently. Thus, develo** algorithms to address smart …

Explainergy: Towards Explainability of Metaheuristic Performance in the Energy Field

F Lezama, J Almeida, J Soares… - 2023 IEEE Symposium …, 2023 - ieeexplore.ieee.org
We propose the concept of “explainergy”, a new way of including explainability in the
metaheuristic performance of algorithms solving problems in the energy domain. To this …

Aplicación de metaheurísticas en el ordenamiento del transporte urbano en Camagüey

YM López, LG Yanes, JM Quintana - Revista Cubana de Transformación …, 2022 - rctd.uic.cu
En la práctica de la actividad económica, política y social, el hombre precisa del transporte
como medio para satisfacer diversas necesidades. En esta investigación se desarrollan …

[PDF][PDF] Algoritmos celulares basados en estimación de las distribuciones, una herramienta para manejar los recursos energéticos

AY Rodríguez-González, A Díaz-Pacheco… - Komputer …, 2022 - researchgate.net
Lograr que las ciudades y los asentamientos humanos sean inclusivos, seguros, resilientes
y sostenibles es un objetivo de desarrollo sostenible de la Organización de Naciones …