Welcome

I'm Alejandro Santiago

Doctor of Computer Science

Alejandro Santiago

Doctor of Computer Science

Alejandro Santiago is a Full Professor at the Autonomous University of Tamaulipas, Faculty of Engineering Tampico, Centro Universitario Sur, Tampico, 89109, Tamaulipas ,Mexico

Full name: Aurelio Alejandro Santiago Pineda
E-mail: aurelio.santiago@uat.edu.mx
Distinctions: National researcher level 1 (SNI I), PRODEP
Research Interests: Intelligent Optimization, Soft Computing, Multi-Objective Optimization, Fuzzy Logic

Education

2018

Doctor's degree in Computer Science
Tijuana Institute of Technology
Thesis dissertation: Métodos de Optimización Multiobjetivo
2013

Master's degree in Computer Science
Madero City Institute of Technology
Thesis dissertation: Estrategias de Búsqueda Local para el problema de programación de tareas en sistemas de procesamiento paralelo
2011

Bachelor's degree in Computer Systems Engineering
Madero City Institute of Technology
Dissertation: Metaheurísticos aplicados a la solución del problema de cutwidth

Experience

2021 - Current

Full Professor
Autonomous University of Tamaulipas
Dr. A. Santiago works at the Autonomous University of Tamaulipas as a Full Professor. He does teaching, research, and thesis supervision at the Computer Science Graduate Division.
2018 - 2021

External Professor
Autonomous University of Tamaulipas
Dr. A. Santiago worked at the Autonomous University of Tamaulipas as a partial-time professor. He did teaching and thesis supervision at the Computer Science Graduate Division.
2018 - 2021

Research Professor
Polytechnic University of Altamira
Dr. A. Santiago worked at the Polytechnic University of Altamira as a full-time professor. He did teaching and research at the Department of Information Technology Engineering.

Research groups

GOAL TIC-259: Graphical Methods, Optimization, and Learning University of Cadiz, Spain

FIT UAT Computer Science Graduate Division Autonomous University of Tamaulipas

Resources

Micro-Genetic Algorithm with Fuzzy Selection of Operators for Multi-Objective Optimization: μFAME (Micro-FAME) Java source code

A. Santiago

Author

A novel multi-objective evolutionary algorithm with fuzzy logic based adaptive selection of operators (FAME) Java source code

A. Santiago

Author

Scheduling instances used in: GRASP and Iterated Local Search Based Cellular Processing Algorithm for Precedence-Constraint Task List Scheduling on Heterogeneous Systems

J. Pecero, A. Santiago

Author

Database used in: Social Sustainability and Resilience in Supply Chains of Latin America on COVID-19 Times: Classification Using Evolutionary Fuzzy Knowledge

M. Reyna-Castillo, A. Santiago

Author

Instances used in: The Internet Shopping Optimization Problem with Multiple Item Units (ISHOP-U): Formulation, Instances, NP-Completeness, and Evolutionary Optimization

F. Ornelas, A. Santiago

Author

Publications

Alejandro Humberto García Ruiz, Aurelio Alejandro Santiago Pineda, José Antonio Castán Rocha, Salvador Ibarra Martínez, Jesús David Terán Villanueva. Variable Neighborhood Search for precedence-constrained tasks optimization on heterogeneous systems. Expert Systems with Applications, Volume 237, Part A, 2024, 121327.

Romero-Guzmán, J.A., Terán-Villanueva, J.D., Ponce-Flores, M.P., Santiago-Pineda, A.A. (2023). Multihop Ridesharing ∈ NPC. Data Analytics and Computational Intelligence: Novel Models, Algorithms and Applications. Studies in Big Data, vol 132. Springer, Cham.

Reyna-Castillo, M.; Pulgarín-Rodríguez, M.A.; Ríos-Serna, A.H.; Santiago, A. PLS-SEM Validation for Burnout Measures in Latino College Students: A Socially Sustainable Educational Return. Sustainability 2022, 14, 14635.

Ornelas, F.; Santiago, A.; Martínez, S.I.; Ponce-Flores, M.P.; Terán-Villanueva, J.D.; Balderas, F.; Rocha, J.A.C.; García, A.H.; Laria-Menchaca, J.; Treviño-Berrones, M.G.. (2022). The Internet Shopping Optimization Problem with Multiple Item Units (ISHOP-U): Formulation, Instances, NP-Completeness, and Evolutionary Optimization. Mathematics 2022, 10, 2513

Reyna-Castillo, M.; Santiago, A.; Ibarra Martínez, S.; Castán Rocha, J.A.. (2022). Social Sustainability and Resilience in Supply Chains of Latin America on COVID-19 Times: Classification Using Evolutionary Fuzzy Knowledge. Mathematics 2022, 10, 2371

Cruz-Nájera, M.A.; Treviño-Berrones, M.G.; Ponce-Flores, M.P.; Terán-Villanueva, J.D.; Castán-Rocha, J.A.; Ibarra-Martínez, S.; Santiago, A.; Laria-Menchaca, J. (2022). Short Time Series Forecasting: Recommended Methods and Techniques. Symmetry 2022, 14, 1231

Oviedo-Salas, E.; Terán-Villanueva, J.D.; Ibarra-Martínez, S.; Santiago-Pineda, A.; Ponce-Flores, M.P.; Laria-Menchaca, J.; Castán-Rocha, J.A.; Treviño-Berrones, M.G. (2022). GRASP Optimization for the Strip Packing Problem with Flags, Waste Functions, and an Improved Restricted Candidate List. Appl. Sci. 2022, 12, 1965.

Santiago, A.; Ponce-Flores, M.; Terán-Villanueva, J.D.; Balderas, F.; Martínez, S.I.; Rocha, J.A.C.; Menchaca, J.L.; Berrones, M.G.T. (2021). Energy Idle Aware Stochastic Lexicographic Local Searches for Precedence-Constraint Task List Scheduling on Heterogeneous Systems. Energies, 14, 3473.

García Ruiz AH, Ibarra Martínez S, Castán Rocha JA, Terán Villanueva JD, Laria Menchaca J, Treviño Berrones MG, Ponce Flores MP, Santiago Pineda AA (2021). Assessing a Multi-Objective Genetic Algorithm with a Simulated Environment for Energy-Saving of Air Conditioning Systems with User Preferences, Symmetry, Volume 13, Issue 2, 344

Alejandro Santiago, Bernabé Dorronsoro, Héctor J. Fraire, Patricia Ruiz (2020). Micro-Genetic algorithm with fuzzy selection of operators for multi-Objective optimization: μFAME, Swarm and Evolutionary Computation, Volume 61, 2021, 100818

Alejandro Santiago, J. David Terán-Villanueva, Salvador Ibarra Martínez, José Antonio Castán Rocha, Julio Laria Menchaca, Mayra Guadalupe Treviño Berrones and Mirna Ponce-Flores (2020). GRASP and Iterated Local Search-Based Cellular Processing algorithm for Precedence-Constraint Task List Scheduling on Heterogeneous Systems, Applied Sciences, 10, 7500

Alejandro Santiago, Bernabé Dorronsoro, Antonio J. Nebro, Juan J. Durillo, Oscar Castillo, Héctor J. Fraire (2019). A novel multi-objective evolutionary algorithm with fuzzy logic based adaptive selection of operators: FAME, Information Sciences, Volume 471, 233-251

Carlos Soto, Alejandro Santiago, Héctor Fraire, Bernabé Dorronsoro (2018). Optimal Scheduling for Precedence-Constrained Applications on Heterogeneous Machines, Proceedings of MOL2NET 2018, International Conference on Multidisciplinary Sciences, 4th edition, 1 (doi: 10.3390/mol2net-04-05925)

Martínez-Vega D.A., Cruz-Reyes L., Gomez-Santillan C., Rangel-Valdez N., Rivera G., Santiago A. (2018). Modeling and Project Portfolio Selection Problem Enriched with Dynamic Allocation of Resources. In: Castillo O., Melin P., Kacprzyk J. (eds) Fuzzy Logic Augmentation of Neural and Optimization Algorithms: Theoretical Aspects and Real Applications. Studies in Computational Intelligence, vol 749. Springer, Cham

Santiago, A., Soto Monterrubio, J., Terán-Villanueva, D., Fraire Huacuja, H., González Barbosa, J., & Gómez Santillán, C. (2017). A Neighborhood Operator for Continuous Multi-Objective Optimization Problems. International Journal of Combinatorial Optimization Problems and Informatics, 8(1), 12-18.

Soto-Monterrubio, J. C., Santiago, A., Fraire-Huacuja, H., Frausto-Solís, J., & Terán-Villanueva, D. (2016). Branch and Bound Algorithm for the Heterogeneous Computing Scheduling Multi-Objective Problem. International Journal of Combinatorial Optimization Problems and Informatics, 7(3), 7-19.

Huacuja H.J.F. et al. (2015). A Comparison Between Memetic Algorithm and Seeded Genetic Algorithm for Multi-objective Independent Task Scheduling on Heterogeneous Machines. In: Melin P., Castillo O., Kacprzyk J. (eds) Design of Intelligent Systems Based on Fuzzy Logic, Neural Networks and Nature-Inspired Optimization. Studies in Computational Intelligence, vol 601. Springer, Cham

Santiago A. et al. (2014). A Survey of Decomposition Methods for Multi-objective Optimization. In: Castillo O., Melin P., Pedrycz W., Kacprzyk J. (eds) Recent Advances on Hybrid Approaches for Designing Intelligent Systems. Studies in Computational Intelligence, vol 547. Springer, Cham

Aurelio A. Santiago Pineda, Johnatan E. Pecero, Héctor J. Fraire Huacuja, Juan J. Gonzalez Barbosa, Pascal Bouvry (2013). An Iterative Local Search algorithm for scheduling precedence-constrained applications on heterogeneous machines. In Multidisciplinary International Conference on Scheduling: Theory and Applications (MISTA), 2013.

J. E. Pecero, H. J. F. Huacuja, P. Bouvry, A. A. S. Pineda, M. C. L. Locés and J. J. G. Barbosa, (2012). On the energy optimization for precedence constrained applications using local search algorithms. International Conference on High Performance Computing & Simulation (HPCS), Madrid, 2012, pp. 133-139.

Terán Villanueva, David, y Rodolfo A. Pazos R., y José Antonio Martínez Flores, y Mario César López-Locés, y Daniel Enrique Zamarrón Escobar, y Alejandro Santiago Pineda (2012). Hybrid GRASP with Composite Local Search And Path-Relinking for the Linear Ordering Problem with Cumulative Costs. International Journal of Combinatorial Optimization Problems and Informatics, 3(1), 21-30.

Welcome

I'm Alejandro Santiago

Alejandro Santiago

Doctor of Computer Science

Education

Doctor's degree in Computer Science

Master's degree in Computer Science

Bachelor's degree in Computer Systems Engineering

Experience

Full Professor

External Professor

Research Professor

Research groups

Resources

A. Santiago

A. Santiago

J. Pecero, A. Santiago

M. Reyna-Castillo, A. Santiago

F. Ornelas, A. Santiago

Publications