Distributed and Asynchronous Population-Based Optimization Applied to the Optimal Design of Fuzzy Controllers

Autor: Mario García-Valdez, Alejandra Mancilla, Oscar Castillo, Juan Julián Merelo-Guervós

Publikováno v: Symmetry, Vol 15, Iss 2, p 467 (2023)

Designing a controller is typically an iterative process during which engineers must assess the performance of a design through time-consuming simulations; this becomes even more burdensome when using a population-based metaheuristic that evaluates e

Externí odkaz: https://doaj.org/article/4ad74857927c4b93890522438bd397d9

Alife in the Clouds: A Short Review of Applications of Artificial Life to Cloud Computing and Back

Autor: Juan-Julián Merelo-Guervós, Pedro A. Castillo, Mario García-Valdez

Publikováno v: Frontiers in Robotics and AI, Vol 4 (2018)

Cloud computing is currently the prevailing mode of designing, creating, and deploying complex applications, and it has implied a paradigm shift in all three areas; even if it taps and extends previous concepts such as service oriented, concurrent, a

Externí odkaz: https://doaj.org/article/d3a14f30eeb84fa18c3f1e5499078d7e

Using Fuzzy Inference Systems for the Creation of Forex Market Predictive Models

Autor: Mario García-Valdez, Amaury Hernandez-Aguila, Oscar Castillo Lopez, Manuel Castañón-Puga, Juan-Julián Merelo-Guervós

Publikováno v: IEEE Access, Vol 9, Pp 69391-69404 (2021)

This paper presents a method for creating Forex market predictive models using multi-agent and fuzzy systems, which have the objective of simulating the interactions that provoke changes in the price. Agents in the system represent traders performing

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7251f0a0efeaaf62d902e08dd6a3c9e6
https://ieeexplore.ieee.org/document/9424586/

Implementation matters, also in concurrent evolutionary algorithms

Autor: Juan-Julián Merelo Guervós, Sergio Rojas-Galeano, Mario García-Valdez

Publikováno v: GECCO Companion

Concurrency in evolutionary algorithms allow researchers to leverage the performance of powerful multi-core desktop architectures by parallelizing tasks using a high-level interface. However, concurrency also introduces additional complexity at the m

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::4becae16099f393429f42b315a99bcc1
https://doi.org/10.1145/3377929.3398120

Automatic rule extraction from access rules using Genetic Programming

Autor: Paloma de las Cuevas, Pablo García-Sánchez, Zaineb Chelly Dagdia, Juan Julián Merelo Guervós, María-Isabel García-Arenas

Publikováno v: EvoCOP 2020-20th European Conference on Evolutionary Computation in Combinatorial Optimisation
EvoCOP 2020-20th European Conference on Evolutionary Computation in Combinatorial Optimisation, Apr 2020, Seville, Spain
Applications of Evolutionary Computation ISBN: 9783030437213
EvoApplications

International audience; The security policy rules in companies are generally proposed by the Chief Security Officer (CSO), who must, for instance, select by hand which access events are allowed and which ones should be forbidden. In this work we prop

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a73739d8de55e6a050389bcb17e6b858
https://hal.inria.fr/hal-02880764/document