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Browsing by Author "Reynoso Meza, Gilberto"

Now showing items 1-20 of 26

A comparison of machine learning classifiers for leak detection and isolation in urban networks

Carreño-Alvarado, Elizabeth P.; Reynoso-Meza, Gilberto; Montalvo, Idel; Izquierdo Sebastián, Joaquín (International Center for Numerical Methods in Engineering (CIMNE), 2017-07-05)

[EN] Leak detection and isolation (LDI) is a problem of interest for water management companies and their technical staff. Main reasons for this are that early detection of leakages can reduce dramatically (1) water ...
A Multiobjective Genetic Algorithm for the Localization of Optimal and Nearly Optimal Solutions Which Are Potentially Useful: nevMOGA

Pajares-Ferrando, Alberto; Blasco, Xavier; Herrero Durá, Juan Manuel; Reynoso-Meza, Gilberto (John Wiley & Sons, 2018)

[EN] Traditionally, in a multiobjective optimization problem, the aim is to find the set of optimal solutions, the Pareto front, which provides the decision-maker with a better understanding of the problem. This results ...
A Simple Proposal for Including Designer Preferences in Multi-Objective Optimization Problems

Blasco, Xavier; Reynoso Meza, Gilberto; Sánchez Pérez, Enrique Alfonso; Sánchez Pérez, Juan Vicente; Jonard Pérez, Natalia (MDPI AG, 2021-05-28)

[EN] Including designer preferences in every phase of the resolution of a multi-objective optimization problem is a fundamental issue to achieve a good quality in the final solution. To consider preferences, the proposal ...
A Smart-Distributed Pareto Front Using ev-MOGA Evolutionary Algorithm

Herrero Durá, Juan Manuel; Reynoso Meza, Gilberto; Martínez Iranzo, Miguel Andrés; Blasco Ferragud, Francesc Xavier; Sanchís Saez, Javier (World Scientific, 2014-04)

[EN] Obtaining multi-objective optimization solutions with a small number of points smartly distributed along the Pareto front is a challenge. Optimization methods, such as the nor- malized normal constraint (NNC), propose ...
Adaptación de herramientas de optimización monoobjetivo y multiobjetivo aplicadas a problemas de simulación de sistemas biológicos

Siurana Paula, Maria (Universitat Politècnica de València, 2016-01-08)

[EN ] In this work optimization tools are adapted and validated for metabolic simulation purposes including similarity restrictions.
Asymmetric distances to improve n-dimensional Pareto fronts graphical analysis

Blasco Ferragud, Francesc Xavier; Reynoso Meza, Gilberto; Sánchez Pérez, Enrique Alfonso; Sánchez Pérez, Juan Vicente (Elsevier, 2016-05-01)

isualization tools and techniques to analyze n-dimensional Pareto fronts are valuable for designers and decision makers in order to analyze straightness and drawbacks among design alternatives. Their usefulness is twofold: ...
Comparison of design concepts in multi-criteria decision-making using level diagrams

Reynoso Meza, Gilberto; Blasco Ferragud, Francesc Xavier; Sanchís Saez, Javier; Herrero Durá, Juan Manuel (ELSEVIER SCIENCE INC, 2013)

[EN] In this work, we address the evaluation of design concepts and the analysis of multiple Pareto fronts in multi-criteria decision-making using level diagrams. Such analysis is relevant when two (or more) design concepts ...
Computing Optimal Distances to Pareto Sets of Multi-Objective Optimization Problems in Asymmetric Normed Lattices

Blasco, Xavier; Reynoso-Meza, G.; Sánchez Pérez, Enrique Alfonso; Sánchez Pérez, Juan Vicente (Springer-Verlag, 2019-02)

[EN] Given a finite dimensional asymmetric normed lattice, we provide explicit formulae for the optimization of the associated (non-Hausdorff) asymmetric distance among a subset and a point. Our analysis has its roots and ...
Controller Tuning by Means of Evolutionary Multiobjective Optimization: a Holistic Multiobjective Optimization Design Procedure

Reynoso Meza, Gilberto (Editorial Universitat Politècnica de València, 2014-06-23)

This thesis is devoted toMultiobjective Optimization Design (MOOD) procedures for controller tuning applications, by means of EvolutionaryMultiobjective Optimization (EMO).With such purpose, developments on tools, ...
Controller tuning by means of evolutionary multiobjective optimization: current trends and applications

Reynoso Meza, Gilberto; Blasco Ferragud, Francesc Xavier; Sanchís Saez, Javier; Martínez Iranzo, Miguel Andrés (Elsevier, 2014-07)

Control engineering problems are generally multi-objective problems; meaning that there are several specifications and requirements that must be fulfilled. A traditional approach for calculating a solution with the desired ...
Controller tuning by means of multi-objective optimization algorithms: a global tuning framework

Reynoso Meza, Gilberto; García-Nieto Rodríguez, Sergio; Sanchís Saez, Javier; Blasco, Xavier (Institute of Electrical and Electronics Engineers (IEEE), 2013-03)

A holistic multi-objective optimization design technique for controller tuning is presented. This approach gives control engineers greater flexibility to select a controller that matches their specifications. Furthermore, ...
Desarrollo y evaluación de una estación de control de tierra para vehículos aéreos no tripulados

Velasco Carrau, Jesús; García-Nieto Rodríguez, Sergio; Reynoso Meza, Gilberto; Sanchís Saez, Javier (2012-09)

Los vehículos aéreos no tripulados (UAV¿s) son vehículos autónomos, diseñados para cumplir con diversas misiones en el ámbito civil y militar. Actualmente, se comienza a extender su uso en situaciones donde la misión de ...
Diseño Multiobjetivo de controladores PID para el Benchmark de Control 2008-2009

Reynoso Meza, Gilberto; Blasco Ferragud, Francesc Xavier; Sanchís Saez, Javier (Universitat Politècnica de València, 2009-10-08)

[ES] En el presente trabajo se emplea una optimización multiobjetivo para proponer un conjunto de controladores digitales para el Benchmark de Ingeniería de Control del grupo Temático de la IFAC-CEA, de manera que cumpla ...
Diseño multiobjetivo del sistema de gestión de las energías en vehículos híbridos

Pajares Ferrando, Alberto (Universitat Politècnica de València, 2014-01-27)

Consulta en la Biblioteca ETSI Industriales (Riunet)
Diseño y evaluación de técnicas de optimización multiobjetivo para sistemas de gestión de referencias en lazo de control

Pajares Ferrando, Alberto (Universitat Politècnica de València, 2015-09-02)

[EN] The term Real-Time Optimization (RTO) has spread rapidly in the industry, and provides a higher level control system. In this project the design and evaluation of a RTO for different types of control where the optimizer ...
Enhancing controller's tuning reliability with multi-objective optimisation: From Model in the loop to Hardware in the loop

Reynoso Meza, Gilberto; Velasco-Carrau, Jesús; Garcia-Nieto, Sergio; Blasco, Xavier (Elsevier, 2017-09)

[EN] In general, the starting point for the complex task of designing a robust and efficient control system is the use of nominal models that allow to establish a first set of parameters for the selected control scheme. ...
Evolutionary multi-objective optimisation with preferences for multivariable PI controller tuning

Reynoso Meza, Gilberto; Sanchís Saez, Javier; Blasco, Xavier; Freire, Roberto Z. (Elsevier, 2016-06-01)

Multi-objective optimisation design procedures have shown to be a valuable tool for control engineers. They enable the designer having a close embedment of the tuning process for a wide variety of applica- tions. In such ...
Multi-objective optimization framework to obtain model-based guidelines for tuning biological synthetic devices: an adaptive network case

Boada Acosta, Yadira Fernanda; Reynoso Meza, Gilberto; Picó Marco, Jesús Andrés; Vignoni, Alejandro (BioMed Central, 2016-03-11)

Background: Model based design plays a fundamental role in synthetic biology. Exploiting modularity, i.e. using biological parts and interconnecting them to build new and more complex biological circuits is one of the key ...
Multiobjective evolutionary algorithms for multivariable PI controller design

Reynoso Meza, Gilberto; Sanchís Saez, Javier; Blasco Ferragud, Francesc Xavier; Herrero Durá, Juan Manuel (Elsevier, 2012-07)

A multiobjective optimisation engineering design (MOED) methodology for PI controller tuning in multivariable processes is presented. The MOED procedure is a natural approach for facing multiobjective problems where ...
Optimization Alternatives for Robust Model-based Design of Synthetic Biological Circuits

Boada-Acosta, Yadira Fernanda; Pitarch Pérez, Jose Luis; Vignoni, Alejandro; Reynoso Meza, Gilberto; Picó, Jesús (Elsevier, 2016)

[EN] Synthetic biology is reaching the situation where tuning devices by hand is no longer possible due to the complexity of the biological circuits being designed. Thus, mathematical models need to be used in order, not ...