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ORCIDSergio Ivvan Valdez Peña
Person information
- affiliation: CENTROMET-INFOTEC El Pueblito, Querétaro, México
- affiliation (PhD 2009): Center for Research in Mathematics (CIMAT), Guanajuato, México
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2020 – today
- 2023
[j19]Salvador Botello-Aceves
, Arturo Hernández Aguirre, S. Ivvan Valdez:
The Directed Multi-Objective Estimation Distribution Algorithm (D-MOEDA). Math. Comput. Simul. 214: 334-351 (2023)- [j18]Luis Blanco-Cocom, Salvador Botello Rionda, Luis Carlos Ordoñez, S. Ivvan Valdez:
Design optimization and parameter estimation of a PEMFC using nature-inspired algorithms. Soft Comput. 27(7): 3765-3784 (2023) - [j17]Alfonso Rojas Domínguez, S. Ivvan Valdez, Manuel Ornelas-Rodríguez, Martín Carpio:
Improved training of deep convolutional networks via minimum-variance regularized adaptive sampling. Soft Comput. 27(18): 13237-13253 (2023) - [c28]Rodrigo López-Farías, S. Ivvan Valdez, Alberto Garcia-Robledo, Thomas Bilintoh, Fernando Nateras Bautista:
Feature Analysis for Urban-land Change of Morelia City Via the TOC Curve. ENC 2023: 1-8 - [c27]Jorge Paredes-Tavares, Rodrigo López-Farías, S. Ivvan Valdez, Héctor Antonio Solano-Lamphar:
Valley Classification using Convolutional Neural Network and a Geomorphons Map. ENC 2023: 1-6 - 2022
- [j16]Salvador Botello-Aceves, S. Ivvan Valdez, Arturo Hernández Aguirre:
A Broyden-based algorithm for multi-objective local-search optimization. Inf. Sci. 594: 264-285 (2022) - [j15]Jorge H. García-Gómez, S. Ivvan Valdez, Hugo Carlos Martínez:
Evaluación comparativa de algoritmos de predicción aplicados al conteo de homicidios dolosos en México. Res. Comput. Sci. 151(7): 15-26 (2022) - [c26]Humberto Esqueda, S. Ivvan Valdez, Salvador Botello:
Roughness Parameter Estimation for flood numerical simulation using Differential Evolution. ENC 2022: 1-8 - [c25]Jorge H. García-Gómez, S. Ivvan Valdez, Hugo Carlos:
Homicide forecasting for the state of Guanajuato using LSTM and geospatial information. ENC 2022: 1-6 - [c24]A. Camila Salgado-Albiter, S. Ivvan Valdez, Jorge Paredes-Tavares:
Improving Geomorphological Classification via Binary Image Processing. ENC 2022: 1-7 - 2021
- [j14]Luis Blanco-Cocom, Salvador Botello Rionda, Luis Carlos Ordoñez, Sergio Ivvan Valdez:
Robust parameter estimation of a PEMFC via optimization based on probabilistic model building. Math. Comput. Simul. 185: 218-237 (2021) - [c23]Jorge Ivan Avalos-López, Alfonso Rojas Domínguez, Manuel Ornelas-Rodríguez, Martín Carpio, S. Ivvan Valdez:
Efficient Training of Deep Learning Models Through Improved Adaptive Sampling. MCPR 2021: 141-152 - 2020
- [j13]S. Ivvan Valdez, Irandi Gutiérrez Carmona, Sajjad Keshtkar, Eusebio E. Hernandez:
Kinematic and dynamic design and optimization of a parallel rehabilitation robot. Intell. Serv. Robotics 13(3): 365-378 (2020) - [c22]Salvador Botello-Aceves, Arturo Hernández Aguirre, S. Ivvan Valdez:
Computation of the improvement directions of the Pareto front and its application to MOEAs. GECCO 2020: 480-488 - [c21]Salvador Botello-Aceves, S. Ivvan Valdez, Arturo Hernández Aguirre:
The Improvement Direction Mapping Method. MICAI (1) 2020: 264-283
2010 – 2019
- 2019
- [j12]Susana Espinoza-Pérez, Alfonso Rojas Domínguez, Sergio Ivvan Valdez Peña, Luís Ernesto Mancilla-Espinoza:
Evolutionary Training of Deep Belief Networks for Handwritten Digit Recognition. Res. Comput. Sci. 148(3): 115-131 (2019) - [c20]Ángel Arturo Rojas-García, Arturo Hernández Aguirre, S. Ivvan Valdez:
On the selection of the optimal topology for particle swarm optimization: a study of the tree as the universal topology. GECCO 2019: 55-62 - [c19]Gemma S. Parra-Dominguez, Raúl Enrique Sánchez-Yáñez, S. Ivvan Valdez:
Blood Vessel Analysis on High Resolution Fundus Retinal Images. MCPR 2019: 302-311 - [i1]S. Ivvan Valdez, Alfonso Rojas Domínguez:
An Evolutionary Algorithm of Linear complexity: Application to Training of Deep Neural Networks. CoRR abs/1907.05951 (2019) - 2018
- [j11]Sergio Ivvan Valdez, José L. Marroquín, Salvador Botello, Noé Faurrieta:
A meta-heuristic for topology optimization using probabilistic learning. Appl. Intell. 48(11): 4267-4287 (2018) - [j10]Juan G. Fuentes, Sergio Ivvan Valdez Peña, Salvador Botello:
A Numerical Solution for the Time Variant Maxwell Equations using a Discontinuous Galerkin Method. Int. J. Comb. Optim. Probl. Informatics 9(1): 23-34 (2018) - [j9]Oscar M. Gonzalez, Carlos Segura, Sergio Ivvan Valdez Peña:
A Parallel Memetic Algorithm to Solve the Capacitated Vehicle Routing Problem with Time Windows. Int. J. Comb. Optim. Probl. Informatics 9(1): 35-45 (2018) - [j8]Javier Roberto Veloz Centeno, Alfonso Rojas Domínguez, S. Ivvan Valdez, Manuel Ornelas, Héctor Puga, Martín Carpio:
Aprendizaje profundo de representaciones robustas para clasificación multi-instancia y multi-etiqueta de imágenes. Res. Comput. Sci. 147(5): 37-49 (2018) - [j7]Salvador Botello-Aceves, Sergio Ivvan Valdez Peña, Héctor M. Becerra, Eusebio E. Hernandez:
Evaluating concurrent design approaches for a Delta parallel manipulator. Robotica 36(5): 697-714 (2018) - [j6]Sergio Ivvan Valdez Peña, Salvador Botello-Aceves, Héctor M. Becerra, Eusebio E. Hernandez:
Comparison Between a Concurrent and a Sequential Optimization Methodology for Serial Manipulators Using Metaheuristics. IEEE Trans. Ind. Informatics 14(7): 3155-3165 (2018) - [c18]Ricardo Nieto-Fuentes, Carlos Segura, Sergio Ivvan Valdez:
A Guided Local Search Approach for the Travelling Thief Problem. CEC 2018: 1-8 - [c17]S. Ivvan Valdez, Eusebio E. Hernandez, Sajjad Keshtkar:
A Hybrid EDA/Nelder-Mead for Concurrent Robot Optimization. HIS 2018: 198-207 - [c16]Iván Cruz-Aceves, Sergio Ivvan Valdez:
A Novel Evolutionary Morphological Descriptor for the Segmentation of Coronary Arteries. LA-CCI 2018: 1-5 - 2017
- [c15]Oscar M. Gonzalez, Carlos Segura, Sergio Ivvan Valdez Peña, Coromoto León:
A memetic algorithm for the Capacitated Vehicle Routing Problem with Time Windows. CEC 2017: 2582-2589 - [c14]Josué González-Sandoval, Sergio Ivvan Valdez Peña, Sergio Dueñas-Jiménez, Eduardo Gerardo Mendizabal Ruiz:
A Bio-inspired Algorithm for the Quantitative Analysis of Hind Limb Locomotion Kinematics of Laboratory Rats. IWBBIO (1) 2017: 385-396 - 2016
- [j5]Iván Cruz-Aceves, Arturo Hernández Aguirre, Sergio Ivvan Valdez Peña:
On the performance of nature inspired algorithms for the automatic segmentation of coronary arteries using Gaussian matched filters. Appl. Soft Comput. 46: 665-676 (2016) - [c13]Carlos Segura, Sergio Ivvan Valdez Peña, Salvador Botello Rionda, Arturo Hernández Aguirre:
The importance of diversity in the application of evolutionary algorithms to the Sudoku problem. CEC 2016: 919-926 - [c12]Salvador Botello-Aceves, S. Ivvan Valdez, Héctor M. Becerra:
Concurrent design optimization of the Delta manipulator. LA-CCI 2016: 1-6 - 2015
- [j4]Eusebio E. Hernandez, Sergio Ivvan Valdez Peña, Marco Ceccarelli, Arturo Hernández Aguirre, Salvador Botello Rionda:
Design optimization of a cable-based parallel tracking system by using evolutionary algorithms. Robotica 33(3): 599-610 (2015) - [c11]Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Sergio Ivvan Valdez:
Designing the Boltzmann Estimation of Multivariate Normal Distribution: Issues, goals and solutions. CEC 2015: 2082-2089 - [c10]Carlos Segura, Salvador Botello Rionda, Arturo Hernández Aguirre, Sergio Ivvan Valdez Peña:
A Novel Diversity-based Evolutionary Algorithm for the Traveling Salesman Problem. GECCO 2015: 489-496 - [c9]Carlos Segura, Arturo Hernández Aguirre, Sergio Ivvan Valdez Peña, Salvador Botello Rionda:
The Importance of Proper Diversity Management in Evolutionary Algorithms for Combinatorial Optimization. NEO 2015: 121-148 - 2014
- [j3]Sergio Ivvan Valdez, Arturo Hernández Aguirre, Salvador Botello:
Repairing normal EDAs with selective repopulation. Appl. Math. Comput. 230: 65-77 (2014) - [c8]Ignacio Segovia-Dominguez, Sergio Ivvan Valdez, Arturo Hernández Aguirre:
A Boltzmann Multivariate Estimation of Distribution Algorithm for Continuous Optimization. IJCCI (ECTA) 2014: 251-258 - [c7]Ignacio Segovia-Dominguez, Arturo Hernández Aguirre, Sergio Ivvan Valdez:
A New EDA by a Gradient-Driven Density. PPSN 2014: 352-361 - 2013
- [j2]Sergio Ivvan Valdez, Arturo Hernández Aguirre, Salvador Botello:
A Boltzmann based estimation of distribution algorithm. Inf. Sci. 236: 126-137 (2013) - 2012
- [c6]Sergio Ivvan Valdez, Arturo Hernández Aguirre, Salvador Botello:
Effective Structure Learning in Bayesian Network Based EDAs. EVOLVE (III) 2012: 3-30 - [c5]Sergio Ivvan Valdez, Arturo Hernández Aguirre, Salvador Botello:
Adequate Variance Maintenance in a Normal EDA via the Potential-Selection Method. EVOLVE 2012: 221-235 - 2010
- [p1]Sergio Ivvan Valdez Peña, Arturo Hernández Aguirre, Salvador Botello Rionda, Cyntia Araiza Delgado:
Combinational Circuit Design with Estimation of Distribution Algorithms. Nature-Inspired Informatics for Intelligent Applications and Knowledge Discovery 2010: 281-297
2000 – 2009
- 2009
- [j1]Sergio Ivvan Valdez Peña, Salvador Botello Rionda, Arturo Hernández Aguirre:
Uniformly Distributed Pareto Fronts through the maximin Selection Algorithm. Int. J. Artif. Intell. Tools 18(2): 355-362 (2009) - [c4]Sergio Ivvan Valdez Peña, Arturo Hernández Aguirre, Salvador Botello Rionda:
Approximating the search distribution to the selection distribution in EDAs. GECCO 2009: 461-468 - 2008
- [c3]Sergio Ivvan Valdez Peña, Arturo Hernández Aguirre, Salvador Botello Rionda:
Designing EDAs by using the elitist convergent EDA concept and the boltzmann distribution. GECCO 2008: 477-478 - 2005
- [c2]Sergio Ivvan Valdez Peña, Salvador Botello Rionda, Arturo Hernández Aguirre:
Multiobjective Shape Optimization Using Estimation Distribution Algorithms and Correlated Information. EMO 2005: 664-676 - [c1]Sergio Ivvan Valdez Peña, Salvador Botello Rionda, Arturo Hernández Aguirre:
Multiobjective shape optimization with constraints based on estimation distribution algorithms and correlated information. GECCO 2005: 749-750
Coauthor Index
aka: Salvador Botello
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