Optimización y Ciencia de Datos


Nuestro objetivo es desarrollar planteamientos, formulaciones y soluciones a problemas específicos de optimización y ciencia de datos desde un punto de vista cuantitativo. Se resuelven problemas de análisis de datos, control de calidad, optimización de procesos, planeación y programación de la producción, ubicación de instalaciones, inventarios, ruteo de vehículos, diseño territorial, gestión forestal y logística portuaria. El enfoque es cuantitativo, proporcionando la formulación y solución de problemas a través del diseño de algoritmos tanto para la obtención de soluciones exactas como para la obtención de soluciones aproximadas.

Líneas de investigación

• Logística y manufactura
• Analítica de datos


Neale Ricardo Smith Cornejo


Francisco Román Angel Bello Acosta
Jaime Castro Pérez
Jaime Mora Vargas
Leopoldo Eduardo Cárdenas Barrón
Natella Antonyán
Rodrigo Ernesto Peimbert García
Viacheslav Kalashnikov
Víctor Gustavo Tercero Gómez


Ana Maria Sarmiento Moncada
Anatoly Markov
Cesar Martínez Olvera
Daniel López Aguayo
David Romero Vargas
Gerardo Espinosa Garza
José Luis González Velarde
Kenneth Edgar Hernandez Ruiz
Laura Hervert Escobar
Moises García Martínez
Oscar Alejandro Esquivel Flores
Serguei Kanaoun
Vassil Nikolov Alexandrov


Roberto Guerra-Olivares, Neale R. Smith, Rosa González-Ramírez, Ezequiel García-Mendoza, Leopoldo Cárdenas-Barrón (accepted 2017) A heuristic procedure for the outbound container space assignment problem for small and midsize maritime terminals, International Journal of Machine Learning and Cybernetics.

Rosa G. González-Ramírez, Neale R. Smith, Ronald G. Askin, José-Fernando Camacho-Vallejo, José Luis González Velarde (2017) A GRASP-Tabu heuristic approach to territory design for pickup and delivery operations for large scale instances, Mathematical Problems in Engineering, (published on line).

López-Aguayo, D. (accepted 2018) A note on species realizations and nondegeneracy of potentials, Journal of Algebra and Its Applications.

López-Aguayo, D., Luca, F. (2016). Sylvester’s theorem and the non-integrality of a certain binomial sum. The Fibonacci Quarterly.

Vyacheslav V. Kalashnikov, Vladimir A. Bulavsky, Nataliya I. Kalashnykova y Francisco López-Ramos (2017) Consistent Conjectures Are Optimal Cournot-Nash Strategies In the Meta-Game.  Optimization: A Journal of Mathematical Programming and Operations Research.

Vyacheslav V. Kalashnikov, Francisco J. Benita, Francisco López-Ramos, y Alberto Hernández-Luna (2017) Bi-Objective Project Portfolio Selection in Lean Six Sigma. International Journal of Production Economics.

Castro, J.,Medina, M., Ríos, J. (2017).Modules with ascending chain condition on annihilators and goldie modules. Commun. Algebra.

Jaime Castro Pérez, Mauricio Medina Bárcenas, José Ríos Montes, and Ángel Zaldívar (2017) On the structure of Goldie modules. COMMUNICATIONS IN ALGEBRA.

G Espinosa-Garza, I Loera-Hernández. (2017) Proposed model to improve the forecast of the planned value in the estimation of the final cost of the construction projects. Procedia Manufacturing.

G Espinosa-Garza, I Loera-Hernández, N Antonyan (2017) Increase of productivity through the study of work activities in the construction sector. Procedia Manufacturing.

César Martínez-Olvera, Yasser Davizón-Castillo & Jaime Mora-Vargas (2016) Entropy-based quantification of a product’s BOM blocking effect, Production & Manufacturing Research.

Marco Antonio Serrato-Garcia, Jaime Mora-Vargas, Roman Tomas Murillo (2016) Multi objective optimization for humanitarian logistics operations through the use of mobile technologies. Journal of Humanitarian Logistics and Supply Chain Management.

Sanchez, I.A.L., Vargas, J.M., Santos, C.A. et al. (2017) Solving binary cutting stock with matheuristics using particle swarm optimization and simulated annealing. Soft Comput.

N. Antonyan (2017) Compactifications of based-free G-spaces, Topology and its Applications.

N. Antonyan (2017) Extension of G-uniform maps. Topology and its Applications.

Panda, S. Modak, M.N., Cárdenas-Barrón, L.E., (2017) Coordination and benefit sharing in a three-echelon distribution channel with deteriorating product, Computers and Industrial Engineering.
Teng, J.T., Cárdenas-Barrón, L.E., Chang, H.J., Wu, J., Hu, Y. (2016). Inventory lot-size policies for deteriorating items with expiration dates and advance payments, Applied Mathematical Modelling.

Gámez-Pérez, K. M., Arroyo-López, P., & Cherry, C. R. (2017) Defining a Primary Market for Bikesharing Programs: A Study of Habits and Usage Intentions in León, Mexico. Transportation Research Record: Journal of the Transportation Research Board.

Mar-Ortiz, J.,  González-Velarde, J. L., Adenso-Díaz, B.  (2016) A comparison of manufacturing and disassembly systems from a cellular configuration point of view. International Journal on Advanced Manufacturing Technology.

Gabriela García-Ayala, G., González-Velarde, J. L. Ríos-Mercado, R., Fernández, E. (2016) A novel model for arc territory design: promoting Eulerian districts. International Transactions in Operational Research.

William Jay Conover, Armando Jesús Guerrero-Serrano & Víctor Gustavo Tercero-Gómez (2018) An update on ‘a comparative study of tests for homogeneity of variance’. Journal of Statistical Computation and Simulation.

W. J. Conover, Víctor G. Tercero-Gómez & Alvaro E. Cordero-Franco (2017) The sequential normal scores transformation.  Sequential Analysis.

Villanueva-Guerra, E. C., Tercero-Gómez, V. G., Cordero-Franco, A. E., & Conover, W. J. (2017) A control chart for variance based on squared ranks. Journal of Statistical Computation and Simulation.

Garza-Venegas, J., Tercero-Gomez, V., Cordero Franco, A., Temblador-Pérez, M., & Beruvides, M. (2017) An evaluation of change-point estimators for a sequence of normal observations with unknown parameters. Communications in Statistics-Simulation and Computation.

Barraza-Barraza, D., Tercero-Gómez, V. G., Beruvides, M. G., & Limón-Robles, J. (2017). An adaptive ARX model to estimate the RUL of aluminum plates based on its crack growth. Mechanical Systems and Signal Processing.

Peimbert-Garcia, R. E., Limon-Robles, J. & Beruvides, M. G. (2016) Cost of Quality Modelling for Maintenance Employing Opportunity and Infant Mortality Costs: An Analysis of an Electric Utility.  The Engineering Economist.

E. Campos-Cantón, M. García-Martínez, R. Rivera-Duron (2017). Method and Circuits for Integrating a Programmable Matrix in the Field of Reconfigurable Logic Gates Employing a Non-Lineal System and an Efficient Programmable Rewiring. United States Patent 9,793,897 B1.

E. Campos-Cantón, M. García-Martínez (2016) Pseudo-Random Bit Generator Based on Multi-Modal Maps. United States Patent 0380760 A1.

Hernández-Ruiz, K. E., Olivares-Benítez, E., Martínez-Flores, J. L., Caballero-Morales, S. O. (2016) Optimizing safety stock levels in modular production systems using component commonality and Group Technology philosophy: A study based on simulation, Mathematical Problems in Engineering.

F.Lezama, G.Castañon, AM.Sarmiento, IB. Martins (2016) Differential evolution optimization applied to the routing and spectrum allocation problem in flexgrid optical networks. Photonic Network Communications.

F.Lezama, G.Castañon, AM.Sarmiento (2015) On the impact of the differential evolution parameters in the solution of the survivable virtual topology-mapping problem in IP-Over-WDM networks. Bio-Inspired Computation in Telecommunications.

Diana López Soto, Francisco Angel-Bello, Soumaya Yacout, Ada Alvarez. (2017) A multi-start algorithm to design a multiclass classifier for a multicriteria ABC inventory classification problem, Expert Systems with Applications.

Francisco Angel-Bello, Y. Cardona-Valdes, Ada Alvarez. (2017) Mixed integer formulations for the multiple minimum latency problem. Operational Research Int J.