Gerardo Toraldo

Orcid: 0000-0001-9703-5557

According to our database1, Gerardo Toraldo authored at least 46 papers between 1990 and 2024.

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Bibliography

2024
Roughness regularization for functional data analysis with free knots spline estimation.
Stat. Comput., October, 2024

On the stationarity for nonlinear optimization problems with polyhedral constraints.
Math. Program., May, 2024

Barzilai-Borwein-like rules in proximal gradient schemes for ℓ <sub>1</sub> -regularized problems.
Optim. Methods Softw., 2024

2023
Special issue for SIMAI 2020-2021: large-scale optimization and applications.
Comput. Optim. Appl., 2023

2022
Numerical hints for insulation problems.
Appl. Math. Lett., 2022

2021
Mathematical modelling and numerical bifurcation analysis of inbreeding and interdisciplinarity dynamics in academia.
J. Comput. Appl. Math., 2021

EEG signal analysis for epileptic seizures detection by applying Data Mining techniques.
Internet Things, 2021

Using gradient directions to get global convergence of Newton-type methods.
Appl. Math. Comput., 2021

2020
To the special issue dedicated to the 3rd international conference "Numerical Computations: Theory and Algorithms - NUMTA 2019" June 15-21, 2019, Isola Capo Rizzuto, Italy.
Soft Comput., 2020

Greeks computation in the option pricing problem by means of RBF-PU methods.
J. Comput. Appl. Math., 2020

2019
A GPU-accelerated parallel K-means algorithm.
Comput. Electr. Eng., 2019

Semi-supervised generalized eigenvalues classification.
Ann. Oper. Res., 2019

An Individual Based Model of Wound Closure in Plant Stems.
IEEE Access, 2019

A Gradient-Based Globalization Strategy for the Newton Method.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

NMR Data Analysis of Water Mobility in Wheat Flour Dough: A Computational Approach.
Proceedings of the Numerical Computations: Theory and Algorithms, 2019

2018
On GPU-CUDA as preprocessing of fuzzy-rough data reduction by means of singular value decomposition.
Soft Comput., 2018

A Two-Phase Gradient Method for Quadratic Programming Problems with a Single Linear Constraint and Bounds on the Variables.
SIAM J. Optim., 2018

The IoT as a tool to combine the scheduling of the irrigation with the geostatistics of the soils.
Future Gener. Comput. Syst., 2018

A predictive Decision Support System (DSS) for a microalgae production plant based on Internet of Things paradigm.
Concurr. Comput. Pract. Exp., 2018

Introduction to the special issue for SIMAI 2016.
Comput. Optim. Appl., 2018

On the steplength selection in gradient methods for unconstrained optimization.
Appl. Math. Comput., 2018

A Semi-Automatic Numerical Algorithm for Turing Patterns Formation in a Reaction-Diffusion Model.
IEEE Access, 2018

Data-Driven Approaches to Predict States in a Food Technology Case Study.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

2017
A generalized eigenvalues classifier with embedded feature selection.
Optim. Lett., 2017

Modification of TV-ROF denoising model based on Split Bregman iterations.
Appl. Math. Comput., 2017

Proportionality-Based Gradient Methods with Applications in Contact Mechanics.
Proceedings of the High Performance Computing in Science and Engineering, 2017

2016
Computational issues and numerical experiments for Linear Multistep Method Particle Filtering.
CoRR, 2016

Mining Geostatistics to Quantify the Spatial Variability of Certain Soil Flow Properties.
Proceedings of the 7th International Conference on Emerging Ubiquitous Systems and Pervasive Networks (EUSPN 2016)/The 6th International Conference on Current and Future Trends of Information and Communication Technologies in Healthcare (ICTH-2016)/Affiliated Workshops, 2016

2014
An efficient gradient method using the Yuan steplength.
Comput. Optim. Appl., 2014

2011
A Modified DIviding RECTangles Algorithm for a Problem in Astrophysics.
J. Optim. Theory Appl., 2011

2010
Advanced Learning Technology Systems in Mathematics Education.
Proceedings of the Computational Intelligence for Technology Enhanced Learning, 2010

A genetic algorithm for a global optimization problem arising in the detection of gravitational waves.
J. Glob. Optim., 2010

2009
Isotonic Regression Problems.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

Quadratic Programming with Bound Constraints.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009

2008
A Web-based Learning Tool for applied Mathematics Disciplines.
Proceedings of the Conference Knowledge Construction in E-learning Context: CSCL, 2008

2007
Guest Editorial.
Comput. Optim. Appl., 2007

2005
GRASP with Path Relinking for Three-Index Assignment.
INFORMS J. Comput., 2005

A C++ computational environment for biomolecular sequence management.
Comput. Manag. Sci., 2005

2004
Ellipsoidal Approach to Box-Constrained Quadratic Problems.
J. Glob. Optim., 2004

An Adaptable Learning Technology System for Mathematical Models.
Proceedings of the IEEE International Conference on Advanced Learning Technologies, 2004

2003
Nonlinear optimization and parallel computing.
Parallel Comput., 2003

Parallel computing in numerical optimization.
Parallel Comput., 2003

2000
A Parallel Implementation of a Potential Reduction Algorithm for Box-Constrained Quadratic Programming.
Proceedings of the Euro-Par 2000, Parallel Processing, 6th International Euro-Par Conference, Munich, Germany, August 29, 2000

1997
Introduction.
Comput. Optim. Appl., 1997

1991
On the Solution of Large Quadratic Programming Problems with Bound Constraints.
SIAM J. Optim., 1991

1990
Convergence Properties of Trust Region Methods for Linear and Convex Constraints.
Math. Program., 1990


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