Flying elephants: a general method for solving non-differentiable problems

AE Xavier, VL Xavier - Journal of Heuristics, 2016 - Springer
Flying Elephants (FE) is a generalization and a new interpretation of the Hyperbolic
Smoothing approach. The article introduces the fundamental smoothing procedures. It …

Hyperbolic regression: A new regression model with applications to the binary classification problem

VL Xavier - Information Sciences, 2022 - Elsevier
This paper proposes a new regression model in which the outcome variables are restricted
to values in the interval [0, 1] or also to values measured on a binary scale, when the model …

Accelerated hyperbolic smoothing method for solving the multisource Fermat–Weber and k-Median problems

VL Xavier, AE Xavier - Knowledge-Based Systems, 2020 - Elsevier
This article deals with the Multisource Fermat–Weber and continuous k-Median problems.
The first problem is the continuous location–allocation problem, defined in a planar region …

Hybrid revised weighted fuzzy c-means clustering with Nelder-Mead simplex algorithm for generalized multisource Weber problem

T Kucukdeniz, S Esnaf - Journal of Enterprise Information …, 2018 - emerald.com
Purpose The purpose of this paper is to propose hybrid revised weighted fuzzy c-means
(RWFCM) clustering and Nelder–Mead (NM) simplex algorithm, called as RWFCM-NM, for …

A smoothing optimization approach applied to the supervised MDS method

VL Xavier, M Nelson… - IEEE Latin America …, 2020 - ieeexplore.ieee.org
This paper presents an efficient approach to the Supervised MDS method. This method
handles the problems of data visualization, supervised classification and bipartite ranking. In …

Problemas quadráticos binários: abordagem teórica e computacional

PLB Soares - 2018 - repositorio.ufc.br
RESUMO O objetivo principal deste trabalho é mostrar a aplicação de métodos das áreas
de programação linear e não linear para tratar problemas de otimização cuja formulação 0 …

[引用][C] ESCALONAMENTO MULTIDIMENSIONAL LOCAL: UMA ABORDAGEM VIA SUAVIZAÇÃO HIPERBÓLICA

VL Xavier, N Maculan, JFM Pessanha, MM Provenza - Cadernos do IME-Série …, 2018

[引用][C] PROJETO DE REDES HIERARQUICAS VIA SUAVIZAC AO HIPERBOLICA

GV Barbosa - 2015 - Universidade Federal do Rio de …