MSc Theses Supervised

Un Algoritmo Genético para la Selección de Características de las Representaciones Vectoriales de Texto dadas por BETO, by Juan José Guzmán Landa, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on January 31, 2024. Approved by Unanimous decision. This thesis was advised by Dr. Guillermo Hoyos-Rivera Mesa (I was the co-adviser).
Reconocimiento de marca y modelo de vehículos desde un enfoque de reconocimiento de conjunto abierto y descubrimiento de clases nuevas asistido por algoritmos evolutivos, by Diana Itzel Vázquez Santiago, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on November 23, 2023. Honorific Mention. This thesis was advised by Dr. Héctor Gabriel Acosta Mesa (I was the co-adviser).
HEGA a Genetic Algorithm for Solving the Software Module Clustering Problem, by Juan Carlos Benjamín Somohano Murrieta, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on November 10, 2023. Honorific Mention.
Algoritmo genético híbrido con representación basada en grupos para resolver problemas de cadenas de suministro con un enfoque de optimización binivel, by Rocío Salinas-Guerra, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on August 2nd, 2023. Honorific Mention.
Sampling instances for computational cost reduction in feature selection using Multi-objective Differential Evolution, by Jesús-Arnulfo Barradas-Palmeros, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on June 28th, 2023. Honorific Mention.
Predicción de Ataques Epilépticos a partir de Señales EEG utilizando una Red Neuronal Pulsante Neuroevolucionada, by Carlos Alberto López Herrera, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on January 13th, 2023. Honorific Mention. This thesis was advised by Dr. Héctor Gabriel Acosta Mesa (I was the co-adviser).
Segmentación de placentas en imágenes de ultrasonido 2D evolucionando redes neuronales convolucionales, by José Antonio Fuentes Tomás, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on July 1st, 2022. Approved by Unanimous Decision. This thesis was advised by Dr. Héctor Gabriel Acosta Mesa (I was the co-adviser).
Selección de atributos con un enfoque evolutivo multiobjetivo, by José Alfredo Mendoza Mota, (MS in Applied Computing), Laboratorio Nacional de Informática Avanzada (LANIA) A.C., Defended on February 28th, 2022. Approved by Unanimous Decision.
Aprendizaje Profundo y Neuroevolución para el Análisis de Sentimientos en Tweets Escritos en Español Mexicano, by José Clemente Hernández Hernández, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on December 13th, 2021. Honorific Mention. This thesis was advised by Dr. Guillermo-de-Jesús Hoyos-Rivera (I was the co-adviser).
Evolución Diferencial Generalizada Inmune para Problemas de Optimización Dinámica Multi-objetivo con Restricciones, by Aarón Jiménez Aparicio, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on November 19th, 2021. Honorific Mention.
Evolution of Generative Adversarial Networks for the Synthesis of Biomedical Images, by Juan Antonio Rodríguez de la Cruz, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on October 04th, 2021. Honorific Mention. This thesis was advised by Dr. Héctor-Gabriel Acosta-Mesa (I was the co-adviser).
Sintonización de controladores lineales mediante el Regulador Cuadrático Lineal y la Optimización por Enjambre de Partículas, by Diego Tristán Rodríguez, (Ms in Science, Automatic Control Speciality), Departamento de Control Automático, CINVESTAV-IPN, Defended on August 17th, 2021, Approved. This thesis was advised by Dr. Rubén-Alejandro Garrido-Moctezuma (I was the co-adviser).
Construcción Automática de Características para Segmentación de Imágenes de Pulmones Afectados por COVID-19 Utilizando Programación Genética, by David Herrera-Sánchez, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on July 09th, 2021. Honorific Mention. This thesis was advised by Dr. Héctor-Gabriel Acosta-Mesa (I was the co-adviser).
Neuroevolution of Convolutional Neural Networks for COVID-19 Classification in X-ray images, by Gustavo-Adolfo Vargas-Hákim, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on July 09th, 2021. Honorific Mention.
Generación de Árboles de Decisión usando un Algoritmo Inspirado en la Física, by Camilo Flores Rodríguez, (MS in Applied Computing), Laboratorio Nacional de Informática Avanzada (LANIA) A.C., Defended on March 24th, 2021. Approved by Unanimous Decision.
Un Estudio Empírico del Algoritmo C-LSHADE en Problemas Mecatrónicos, by Sebastián-José De-la-Cruz-Martínez, (MS in Applied Computing), Laboratorio Nacional de Informática Avanzada (LANIA) A.C., Defended on February 28th, 2020. Approved by Unanimous Decision.
Síntonización Óptima del Control Disparado por Eventos para Robots Manipuladores by Saúl Enrique Benítez García, Maestría en Tecnología de Cómputo, Centro de Innovación y Desarrollo Tecnológico en Cómputo del Instituto Politécnico Nacional, Defended on January 17th, 2019. Approved with Honorific Mention. This thesis was advised by Dr. Miguel Gabriel Villarreal Cervantes (I was the co-adviser).
Hibridación de Algoritmos de Programación Matemática con Algoritmos Evolutivos en Problemas de Optimización de Diseño Mecatrónico, by Roides Javier Cruz Lara, (MS in Applied Computing), Laboratorio Nacional de Informática Avanzada (LANIA) A.C., Defended on November 27th, 2018. Honorific Mention.
A metaheuristic based on the center of mass, by Jesús Adolfo Mejía de Dios, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on August 07th, 2018. Honorific Mention.
Un estudio sobre diversidad en optimización evolutiva con restricciones, by Luis-Enrique Contreras-Varela, (Ms in Artificial Intelligence), Universidad Veracruzana, Defended on January 31th, 2018, Approved by Unanimous Decision.
Control de Parámetros del Algoritmo Evolución Diferencial con Variantes Combinadas para la Solución de Problemas de Optimización en Mecatrónica, by Maury Faney Zapata Zapata, (MS in Applied Computing), Laboratorio Nacional de Informática Avanzada (LANIA) A.C., Defended on December 13th, 2017. Honorific Mention.
Incorporación de control y calibración de parámetros en un algoritmo de evolución diferencial para problemas de optimización con restricciones, by Octavio Ramos Figueroa, (MS in Artificial Intelligence), Universidad Veracruzana, Defended on August 14th, 2017. Honorific Mention.
Optimización de Sistemas Mecatrónicos utilizando herramientas de Inteligencia Artificial, by Eric Santiago Valentín, (Ms in Computer Technology), Instituto Politécnico Nacional, (CIDETEC), Defended on February 03th, 2016. Approved by Unanimous Decision.
Mejoras al algoritmo de Evolución Diferencial para resolver problemas de optimización con restricciones, by Sebastián Alejandro Hernández, (Ms in Informatics and Systems), Universidad Nacional de la Patagonia Austral, Defended on December 4th, 2015. (This thesis was advised by Dr. Guillermo Leguizamón, I was the co-adviser).
Cómputo Inspirado en la Naturaleza para la Optimización Mono-Objetivo de un Efector Final de Tres Dedos, by Edith Capistran Gumersindo, (Ms in Applied Computing), Laboratorio Nacional de Informática Avanzada (LANIA) A.C., Defended on December 4th, 2015. (This thesis was co-advised by Dr. Edgar Alfredo Portilla Flores).
Evolución Diferencial para el Control de un Motor de Corriente Directa Bajo Incertidumbre Paramétrica, by José Yair Guzmán Gaspar, (Ms in Applied Computing), Laboratorio Nacional de Informática Avanzada (LANIA) A.C., Defended on February 13th, 2015, Honorific Mention. (This thesis was co-advised by Dr. Miguel G. Villarreal Cervantes and Dr. Cora B. Excelente Toledo).
Un Estudio Empírico de Micro Algoritmos Inspirados en la Naturaleza en la Minimización de Inestabilidad Cíclica en Ambientes Inteligentes, by Lucía Yunuén Juárez López, (Ms in Applied Computing), Laboratorio Nacional de Informática Avanzada (LANIA) A.C., Defended on February 13th, 2015, Approved by Unanimous Decision. (This thesis was co-advised by Dr. Víctor Zamudio Rodríguez and Dr. Cora B. Excelente Toledo).
Comparativo Empírico de Algoritmos Evolutivos Multiobjetivo en la Reducción del Efecto Látigo y Costos Totales en Cadenas de Suministro, by Elyar Alberto López Dávila, (Ms in Applied Computing), Laboratorio Nacional de Informática Avanzada (LANIA) A.C., Defended on February 13th, 2015, Approved by Unanimous Decision. (This thesis was co-advised by Dr. Luis Ernesto Mancilla Espinoza and Dr. Cora B. Excelente Toledo).
Optimización de un mecanismo de cuatro barras usando el algoritmo de optimización basado en tormenta de ideas, by Miriam Fernández Jiménez, (Ms in Networks and Integrated Systems), Laboratorio Nacional de Informática Avanzada (LANIA) A.C. Defended on December 6th, 2014. Approved by Unanimous Decision.
Un algoritmo basado en la colonia artificial de abejas con búsqueda local para resolver problemas de optimización con restricciones, by Adán Enrique Aguilar Justo, (Ms in Artificial Intelligence), Universidad Veracruzana, Defended on August 7th, 2014.Honorific Mention.
Estudio empírico de operadores de cruza en algoritmos genéticos para resolver problemas de optimización con restricciones , by Adriana Cervantes Castillo, (Ms in Artificial Intelligence), Universidad Veracruzana, Defended on August 5th, 2014.
Segmentación de Imágenes Colposcópicas Utilizando Contornos Activos y Programación Evolutiva Sobre Patrones Temporales Aceto-Blancos, by Aldo Márquez Grajales, (Ms in Applied Computing) Laboratorio Nacional de Informática Avanzada (LANIA) A.C. Defended on February 22th, 2014, Approved by Unanimous Decision. (This thesis was co-advised by Dr. Héctor Gabriel Acosta-Mesa and Dr. Rodolfo Hernández-Jímenez). Honorific Mention.
Preprocesamiento de Datos Termográficos por medio de Técnicas de Balanceo de Clases y Análisis de Cúmulos (Clustering), by Nancy Pérez Castro, (Ms in Applied Computing) Laboratorio Nacional de Informática Avanzada (LANIA) A.C. Defended on November 14th, 2013, Approved by Unanimous Decision. This thesis was advised by Dr. Nicandro Cruz-Ramírez (I was the co-advisor).
Un estudio empírico de dos algoritmos evolutivos para clustering multi-objetivo , by Ma. Guadalupe Martínez-Peñaloza (Ms in Artificial Intelligence), Universidad Veracruzana, Defended on August 9th, 2013. Honorific Mention.
Implementación de un algoritmo multioperador basado en evolución diferencial para optimización numérica con restricciones, by Luis Alfredo Gordián Rivera (Ms in Applied Computing), Laboratorio Nacional de Informática Avanzada (LANIA) A.C., Defended on Juanuary 21th, 2013. Approved by Unanimous Decision (This thesis was co-advised by Dr. Edgar Alfredo Portilla-Flores)
Validación cuantitativa de información termográfica para el pre-diagnóstico de cáncer de mama, by María Yaneli Ameca Alducin, (Ms in Applied Computing) Laboratorio Nacional de Informática Avanzada (LANIA) A.C. Defended on December 17th, 2012, Approved by Unanimous Decision. (This thesis was co-advised by Dr. Nicandro Cruz Ramírez).
Una propuesta evolutiva para el desarrollo de comportamientos robóticos, by Víctor Ricardo Cruz-Álvarez (Ms in Artificial Intelligence), Universidad Veracruzana, Defended on November 24th, 2012. Honorific Mention. This thesis was advised by Dr. Fernando Montes-González (I was the co-advisor).
Modelo heurístico de afinación de parámetros sobre algoritmos evolutivos aplicado a problemas de optimización numérica con restricciones, by Francisco Daniel Hernández Rodríguez, (Ms in Networks and Integrated Systems) Laboratorio Nacional de Informática Avanzada (LANIA) A.C. Defended on October 11th, 2012. Honorific Mention.
Discretización de Datos Coloposcápicos Usando Cómputo Inspirado en Naturaleza, by Azucena Medina-Vázquez, (Ms in Applied Computing) Laboratorio Nacional de Informática Avanzada (LANIA A.C.). Defended on February 10th, 2012. Approved by Unanimous Decision. (This thesis was coadvised by Dr. Héctor Gabriel Acosta-Mesa).
Generación óptima de Cadenas de Adición en Criptografía Usando Programación Evolutiva, by Saúl Domínguez Isidro (Ms in Applied Computing) Laboratorio Nacional de InformÃ¡tica Avanzada (LANIA A.C.). Defended on November 18th, 2011. Approved by Unanimous Decision.
Parallel Colposcopic Image Registration using a Java Grid Infrastructure, by Jesús Adan Flores Contreras, (Ms in Applied Computing) Laboratorio Nacional de Informática Avanzada (LANIA A.C). Defended on November 4th, 2011. Honorific Mention. ( This thesis was co-advised by M.I.A Juan Manuel Gutiérrez Méndez).
Diseño Mecatrónico usando optimización basada en bacterias, by Betania Hernández Ocaña, (Ms in Applied Computing) Laboratorio Nacional de Informática Avanzada (LANIA A.C.). Defended on November 3th, 2011.Honorific Mention. This thesis was co-advised by Dr. Edgar A. Portilla Flores.
Uso de algoritmos evolutivos para resolver el problema de asignación de horarios escolares en la Facultad de Psicología de la Universidad Veracruzana, by Fermín de Jesús Pitol Reyes, (Ms in Artificial Intelligence), Universidad Veracruzana, Defended on October 7th, 2011. Honorific Mention. (This Thesis was co-advised by Dr. Nicandro Cruz Ramírez).
Propuesta de una Arquitectura para Realizar Cómputo de Alto Desempeño en Problemas de Optimización, by Germán Ramos-Hernández, (Ms in Applied Computing) Laboratorio Nacional de Informática Avanzada (LANIA A.C.). Defended on December 17th, 2010. Approved by Unanimous Decision. This thesis was advised by Ms in AI Juan Manuel Gutiérrez-Méndez (I was the co-advisor).
Discretización de Series de Tiempo Usando Programación Evolutiva con Función Multiobjetivo, by Fernando Rechy-Ramírez (Ms in Artificial Intelligence), Universidad Veracruzana, Defended on December 15th, 2010. Approved by Unanimous Decision. This thesis was advised by Dr. Héctor Gabriel Acosta-Mesa (I was the co-advisor).
Image Registration for an Automated-System of Colposcopic Image Segmentation Analysis for the Health Services in Veracruz, by Darío del Sinaí Ramírez-Garcés (Ms in Applied Computing), Laboratorio Nacional de Informática Avanzada (LANIA A.C.), Defended on December 13th, 2010. Approved by Unanimous Decision. This thesis was co-advised by Dr. Héctor Gabriel Acosta-Mesa.
Comparación de Dos Algoritmos Metaheurísticos en la Solución Multi-objetivo de un Modelo Particular de la Cadena de Suministros, by Adriana Cortés-Godínez (MsC in Computer Science), Instituto Tecnológico de León, Defended on August 9th, 2010, Approved by Unanimous Decision. This thesis was advised by Dr. Luis Ernesto Mancilla-Espinosa (I was the co-adviser).
An adaptation of the scout bee behavior in the Artificial Bee Colony algorithm to solve constrained optimization problems, by Omar Cetina Domínguez (MsC in Computer Science), Laboratorio Nacional de Informática Avanzada (LANIA A.C.), Defended on February 27th, 2009. Honorific Mention.
Estudio Empírico de Variantes de Evolución Diferencial en Optimización con Restricciones, by Rubí Gómez Ramón (MsC in Computer Science), Laboratorio Nacional de Informática Avanzada (LANIA A.C.), Defended on December 4th, 2007. Approved by Unanimous Decision.
Propuesta de Optimización Mediante Cúmulos de Partículas para Espacios Restringidos, by Jorge Isacc Flores-Mendoza (MsC in Computer Science), Laboratorio Nacional de Informática Avanzada (LANIA A.C.), Defended on October 5th, 2007. Honorific Mention.
Un Esquema Autoadaptativo para Optimización Evolutiva con Restricciones, by Ana Gabriela Palomeque Ortiz (MsC in Computer Science), Laboratorio Nacional de Informática Avanzada (LANIA A.C.), Defended on July 16th, 2007. Approved by Unanimous Decision.
Comparación de Algoritmos Evolutivos y Bio-Inspirados en Problemas de Optimización con Restricciones, by Blanca Cecilia López-Ramírez (MsC in Computer Science), Laboratorio Nacional de Informática Avanzada (LANIA A.C.), Defended on April 30th, 2007. Approved by Unanimous Decision.
Uso de una Colonia de Hormigas para Resolver Problemas de Programación de Horarios, by Emanuel Téllez-Enríquez (MsC in Computer Science), Laboratorio Nacional de Informática Avanzada (LANIA A.C.), Defended on January 11th, 2007. Approved by Unanimous Decision. This thesis was advised by Prof. Carlos A. Coello Coello (I was the co-advisor).
Formulación y Solución de Problemas de Programación no Lineal en Diseño Estructurado de Amplificadores, by Mariana Edith Miranda-Varela, (MsC in Computer Science), Laboratorio Nacional de Informática Avanzada (LANIA A.C.), Defended on December 21th, 2006. Approved by Unanimous Decision. This thesis was co-advised with Dr. Arturo Sarmiento Reyes.
Uso de Herencia para Optimización Evolutiva con Restricciones, by Lucía Muñoz-Dávila, (MsC in Computer Science), Apizaco Institute of Technology, Defended on October 27th, 2006. Approved by Unanimous Decision.