Search Results - "Reynoso Meza, Gilberto"

Static force capability optimization of humanoids robots based on modified self-adaptive differential evolution by Pierezan, Juliano, Freire, Roberto Zanetti, Weihmann, Lucas, Reynoso-Meza, Gilberto, dos Santos Coelho, Leandro

“…The current society requires solutions for many problems in safety, economy, and health. The social concerns on the high rate of repetitive strain injury,…”
Get full text

Detection and classification of abnormal red blood cells with computational intelligence techniques: a review by Silva, Fernanda D'Amico, Severo, Evair Borges, Ribeiro, Victor Henrique Alves, Reynoso-Meza, Gilberto

“…Red blood cells (RBCs), or erythrocytes, are usually disc-shaped. However, pathological conditions can change their shape. The complete blood count (CBC) is a…”
Get full text

A Loop Pairing Method for Multivariable Control Systems Under a Multi-Objective Optimization Approach by Huilcapi, Victor, Blasco, Xavier, Herrero, Juan Manuel, Reynoso-Meza, Gilberto

“…This paper proposes a new method for the selection of input-output pairing in decentralized control structures for multivariable systems. This method proposes…”
Get full text

A Multiobjective Genetic Algorithm for the Localization of Optimal and Nearly Optimal Solutions Which Are Potentially Useful: nevMOGA by Reynoso-Meza, Gilberto, Herrero, J. M., Blasco, Xavier, Pajares, Alberto

“…Traditionally, in a multiobjective optimization problem, the aim is to find the set of optimal solutions, the Pareto front, which provides the decision-maker…”
Get full text

A loop pairing method for non-linear multivariable control systems under a multi-objective optimization approach by Huilcapi, Victor, Blasco, Xavier, Herrero, Juan M., Reynoso-Meza, Gilberto

“…In the multivariable control literature there are few techniques that face the problem of selecting suitable loop pairings in non-linear multivariable systems…”
Get full text

Machine Learning-Based Soft Sensors for the Estimation of Laundry Moisture Content in Household Dryer Appliances by Zambonin, Giuliano, Altinier, Fabio, Beghi, Alessandro, Leandro dos Santos Coelho, Fiorella, Nicola, Girotto, Terenzio, Rampazzo, Mirco, Reynoso-Meza, Gilberto, Susto, Gian Antonio

“…The aim is to develop soft sensors (SSs) to provide an estimation of the laundry moisture of clothes introduced in a household Heat Pump Washer–Dryer (WD-HP)…”
Get full text

A New Point of View in Multivariable Controller Tuning Under Multiobjective Optimization by Considering Nearly Optimal Solutions by Pajares, Alberto, Blasco, Xavier, Herrero, Juan Manuel, Reynoso-Meza, Gilberto

“…In this paper, we present the adjustment of controller parameters using multiobjective optimization techniques. Unlike other works, where only the Pareto…”
Get full text

A Simple Proposal for Including Designer Preferences in Multi-Objective Optimization Problems by Blasco, Xavier, Reynoso-Meza, Gilberto, Sánchez-Pérez, Enrique A., Sánchez-Pérez, Juan Vicente, Jonard-Pérez, Natalia

“…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…”
Get full text

Influencia de los hiper-parámetros en algoritmos basados en Evolución Diferencial para el ajuste de controladores del tipo PID en procesos SISO by Martínez-Luzuriaga, Paúl Nicolai, Reynoso-Meza, Gilberto

“…Los controladores PID se mantienen como una solución confiable de primera línea en sistemas de control retroalimentado. Incluso cuando su sencillez es una de…”
Get full text

Multidisciplinary optimisation in mechatronic systems: a comparative analysis with multiobjective techniques by Reynoso Meza, Gilberto, Sanchez, Helem Sabina, dos Santos Coelho, Leandro, Zanetti, Roberto

“…Multiobjective optimisation design procedures have shown to be a valuable tool for controller tuning applications, where it is difficult to find a desirable…”
Get full text

Feature selection and regularization of interpretable soft sensors using evolutionary multi-objective optimization design procedures by Alves Ribeiro, Victor Henrique, Reynoso-Meza, Gilberto

“…Soft sensors are mathematical models that estimate hard-to-measure variables given easy-to-measure ones. This field of study has given the industry a valuable…”
Get full text

Multiobjective optimization algorithm for solving constrained single objective problems by Reynoso-Meza, Gilberto, Blasco, Xavier, Sanchis, Javier, Martínez, Miguel

“…In this paper, the results for the CEC 2010 Competition and Special Session on Constrained Real-Parameter Optimization using the multiobjective differential…”
Get full text

Multi-Objective Grey Wolf Optimizer for the Tuning Process of the FOPID Controller by Ferrari, Allan Christian Krainski, Leandro, Gideon Villar, Dos Santos Coelho, Leandro, Meza, Gilberto Reynoso

“…This article implements the multi-objective grey wolf optimizer (MOGWO) in the tuning process of the gains of the Fractional-Order…”
Get full text

Ensemble learning by means of a multi-objective optimization design approach for dealing with imbalanced data sets by Alves Ribeiro, Victor Henrique, Reynoso-Meza, Gilberto

“…•A new taxonomy for multi-objective ensemble learning is proposed.•A holistic study on multi-objective ensemble learning is performed.•A collection of…”
Get full text

A holistic multi-objective optimization design procedure for ensemble member generation and selection by Alves Ribeiro, Victor Henrique, Reynoso-Meza, Gilberto

“…In the last few years, machine learning techniques have been successfully applied to solve engineering problems. However, owing to certain complexities found…”
Get full text

Multi-objective PID Controller Tuning for an Industrial Gasifier by Alves Ribeiro, Victor Henrique, Meza, Gilberto Reynoso

“…Control of industrial plants is an important engineering field of study, where the optimization of such processes can lead to better product quality and higher…”
Get full text

Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting by Ribeiro, Victor Henrique Alves, Reynoso-Meza, Gilberto, Siqueira, Hugo Valadares

“…Streamflow series forecasting composes a fundamental step in planning electric energy production for hydroelectric plants. In Brazil, such plants produce…”
Get full text

A novel dynamic multi-criteria ensemble selection mechanism applied to drinking water quality anomaly detection by Alves Ribeiro, Victor Henrique, Moritz, Steffen, Rehbach, Frederik, Reynoso-Meza, Gilberto

“…The provision of clean and safe drinking water is a crucial task for water supply companies from all over the world. To this end, automatic anomaly detection…”
Get full text

Controller tuning using evolutionary multi-objective optimisation: Current trends and applications by Reynoso-Meza, Gilberto, Blasco, Xavier, Sanchis, Javier, Martínez, Miguel

“…Control engineering problems are generally multi-objective problems; meaning that there are several specifications and requirements that must be fulfilled. A…”
Get full text

Resultados del Concurso de Ingeniería de Control 2012 y Convocatoria 2013 by Blasco, Xavier, Reynoso-Meza, Gilberto, García-Nieto, Sergio

Get full text