Listar por autor "Saborido Infantes, Rubén"
Mostrando ítems 1-18 de 18
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A combined interactive procedure using preference-based evolutionary multiobjective optimization. Application to the efficiency improvement of the auxiliary services of power plants
Ruiz-Mora, Ana Belén
; Luque-Gallego, Mariano; Ruiz, Francisco; Saborido Infantes, Rubén (Elsevier, 2015-06)
While the auxiliary services required for the operation of power plants are not the main components of the plant, their energy consumption is often significant, and it can be reduced by implementing a series of improvement ... -
A preference-based evolutionary algorithm for multiobjective optimization: the weighting achievement scalarizing function genetic algorithm
Ruiz-Mora, Ana Belén; Saborido Infantes, Rubén; Luque-Gallego, Mariano (Springer, 2014)
When solving multiobjective optimization problems, preference-based evolutionary multiobjective optimization (EMO) algorithms introduce preference information into an evolutionary algorithm in order to focus the search for ... -
A-GWASF-GA: The New Version of GWASF-GA to Solve Many Objective Problems
González-Gallardo, Sandra; Luque-Gallego, Mariano; Saborido Infantes, Rubén; Ruiz-Mora, Ana Belén (2019-06-26)
A new version of the evolutionary algorithm based on GWASF-GA [1] is proposed in this work. GWASF-GA is an aggregation-based algorithm which uses the Tchebychev metric plus an augmentation term as fitness function and two ... -
Adaptive Global WASF-GA to Handle Many-objective Optimization Problems
González-Gallardo, Sandra; Luque-Gallego, Mariano; Saborido Infantes, Rubén; Ruiz-Mora, Ana Belén (Elsevier, 2020)
In this paper, a new version of the aggregation-based evolutionary algorithm Global WASF-GA (GWASF-GA) for many-objective optimization is proposed, called Adaptive Global WASF-GA (A-GWASF-GA). The fitness function of ... -
Adaptive Global WASF-GA to Handle. Many-objective Optimization Problems
Luque-Gallego, Mariano; González-Gallardo, Sandra; Saborido Infantes, Rubén; Ruiz-Mora, Ana Belén (Elsevier (Swarm and Evolutionary Computation), 2020)
In this paper, a new version of the aggregation-based evolutionary algorithm Global WASF-GA (GWASF-GA) for many-objective optimization is proposed, called Adaptive Global WASF-GA (A-GWASF-GA). The fitness function of ... -
An Interactive Evolutionary Multiobjective Optimization Method based on the WASF-GA Algorithm
Luque-Gallego, Mariano; Miettinen, Kaisa; Saborido Infantes, Rubén; Ruiz-Mora, Ana Belén (2014-07-21)
We describe an interactive evolutionary algorithm to solve multiobjective optimization problems. It is based on a preference-based evolutionary multiobjective optimization algorithm called WASF-GA. In the interactive version ... -
Automatizing Software Cognitive Complexity Reduction
Saborido Infantes, Rubén; Ferrer-Urbano, Francisco Javier; Chicano-García, José-Francisco; Alba-Torres, Enrique (IEEE Access, 2022-01-20)
We model the cognitive complexity reduction of a method as an optimization problem where the search space contains all sequences of Extract Method refactoring opportunities. We then propose a novel approach that searches ... -
Automatizing Software Cognitive Complexity Reduction.
Saborido Infantes, Rubén; Ferrer-Urbano, Francisco Javier; Chicano-García, José-Francisco; Alba-Torres, Enrique (2023)
Software plays a central role in our life nowadays. We use it almost anywhere, at any time, and for everything: to browse the In- ternet, to check our emails, and even to access critical services such as health monitoring ... -
EARMO: An Energy-Aware Refactoring Approach for Mobile Apps
Morales, Rodrigo; Saborido Infantes, Rubén; Khomh, Foutse; Chicano-García, José-Francisco; Antoniol, Giuliano (IEEE, 2018)
The energy consumption of mobile apps is a trending topic and researchers are actively investigating the role of coding practices on energy consumption. Recent studies suggest that design choices can conflict with energy ... -
Global WASF-GA: An Evolutionary Algorithm in Multiobjective Optimization to Approximate the Whole Pareto Optimal Front
Saborido Infantes, Rubén; Ruiz-Mora, Ana Belén; Luque-Gallego, Mariano (MIT Press Direct, 2016)
In this article, we propose a new evolutionary algorithm for multiobjective optimization called Global WASF-GA (global weighting achievement scalarizing function genetic algorithm), which falls within the aggregation-based ... -
An Improvement Study of the Decomposition-based Algorithm Global WASF-GA for Evolutionary Multiobjective Optimization
Luque-Gallego, Mariano; González-Gallardo, Sandra; Ruiz-Mora, Ana Belén; Saborido Infantes, Rubén (2018-10-30)
The convergence and the diversity of the decompositionbased evolutionary algorithm Global WASF-GA (GWASF-GA) relies on a set of weight vectors that determine the search directions for new non-dominated solutions in the ... -
MoMIT: Porting a JavaScript Interpreter on a Quarter Coin
(IEEE (Institute of Electrical and Electronics Engineers), 2020)The Internet of Things (IoT) is a network of physical, connected devices providing services through private networks and the Internet. The devices connect through the Internet to Web servers and other devices. One of the ... -
Un nuevo Algoritmo Evolutivo de Optimizacion Multiobjetivo basado en Preferencias: WASF-GA
Saborido Infantes, Rubén; Ruiz-Mora, Ana Belén; Luque-Gallego, Mariano (2013-10-08)
Para resolver problemas de optimizacion multiobjetivo, los algoritmos evolutivos basados en preferencias incorporan información preferencial en el proceso evolutivo, con el objetivo de encontrar un conjunto de soluciones ... -
Un Nuevo Algoritmo Evolutivo en Programación Multiobjetivo para Aproximar el Frente Optimo de Pareto.
Luque-Gallego, Mariano; Ruiz-Mora, Ana Belén; Saborido Infantes, Rubén (2015-02-11)
En este trabajo, presentamos un nuevo algoritmo evolutivo para Programaci´on Multiobjetivo que intenta aproximar todo el frente óptimo de Pareto. En dicho algoritmo, consideramos como función fitness una función escalarizada ... -
Optimización multi-objetivo basada en preferencias para la planificación de proyectos software
(2018-02-23)En este trabajo se realiza una propuesta software denominada Interactive SPS o iSPS. Esta, permite resolver, de forma interactiva, instancias del problema de Planificación de Proyectos Software (SPS) haciendo uso de ... -
Optimización multi-objetivo basada en preferencias para la planificación de proyectos software
Saborido Infantes, Rubén; Chicano-García, José-Francisco (2015-02-10)
En este trabajo se presenta una herramienta software, denominada Interactive SPS o iSPS, que permite resolver, de forma interactiva, instancias del problema de Planificación de Proyectos Software (SPS) haciendo uso de ... -
Preference-Based Evolutionary Multiobjective Optimization Through the Use of Reservation and Aspiration Points
González-Gallardo, Sandra; Saborido Infantes, Rubén; Ruiz-Mora, Ana Belén; Luque-Gallego, Mariano (IEEE (Institute of Electrical and Electronics Engineers), 2021)
Preference-based Evolutionary Multiobjective Optimization (EMO) algorithms approximate the region of interest (ROI) of the Pareto optimal front defined by the preferences of a decision maker (DM). Here, we propose a ... -
Software Systems from Smart City Vendors
Saborido Infantes, Rubén; Alba-Torres, Enrique (Elsevier, 2020)
The concept of a smart city has recently gained attention in academic, industry, and governments. Smart cities could be considered as urban areas that use data collection sensors and digital technologies which cooperate ...