An Offline Analysis of Pareto Archiving Strategies in Multi-Objective Neural Architecture Search for Super-Resolution Image Restoration: Toward Improved Post-Search Decision Making
IEEE Access, 14: 156204–156227, 2026
Publications
74 publications
2026
Artificial Intelligence, Optimization, and Modeling Techniques in Water Resource Management: Interconnections and Emerging Synergies
Water Environment Research, 98(1): e70246, 2026
Integrating interactive decision making into evolutionary multiobjective agricultural optimization
Computers and Electronics in Agriculture, 242: 111359, 2026
2025
Next-generation techniques for parameter reduction for BMP multiobjective optimization in watershed planning
Environmental Modelling & Software, 193: 106651, 2025
2024
Leveraging innovization and transfer learning to optimize best management practices in large-scale watershed management
Environmental Modelling & Software, 180: 106161, 2024
Optimization of Deep Neural Networks Using a Micro Genetic Algorithm
AI, 5(4): 2651–2679, 2024
Large-Scale Multiobjective Optimization for Watershed Planning and Assessment
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 54(6): 3471–3483, 2024
Advancing Watershed Management: A Multiobjective Optimization and Multicriteria Decision-Making Platform
iEMSs 2024 Biennial Conference, 2024
Water Resources Management: A Comprehensive Analysis of Elements, Interconnections, and Emerging Synergies
iEMSs 2024 Biennial Conference, 2024
Innovative Ranking Methods for Parameter Size Reduction in Large Scale Multi-Objective Optimization Problem
iEMSs 2024 Biennial Conference, 2024
2023
Utilizing Innovization to Solve Large-Scale Multi-Objective Chesapeake Bay Watershed Problem
2023 IEEE Congress on Evolutionary Computation (CEC), pp. 1–8, 2023
2022
Large-scale Multi-objective Optimization for Water Quality in Chesapeake Bay Watershed
2022 IEEE Congress on Evolutionary Computation (CEC 2022), Padua, Italy, pp. 1–9, 2022
Evolutionary Instance Selection Based on Preservation of the Data Probability Density Function
Computación y Sistemas, 26(2): 853–866, 2022
Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification
Pattern Recognition. MCPR 2022, Springer LNCS 13264, pp. 105–115, 2022
2021
Development of an Efficient Optimization Framework for Improving Water Quality in the Chesapeake Bay Watershed
American Geophysical Union Fall Meeting 2021 (AGU-2021), New Orleans, Louisiana, 2021
Instance Selection Based on Linkage Trees
18th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE 2021), Mexico City, pp. 1–6, 2021
2020
A gearbox model for processing large volumes of data by using pipeline systems encapsulated into virtual containers
Future Generation Computer Systems, 106: 304–319, 2020
2019
Indicator-Based Weight Adaptation for Solving Many-Objective Optimization Problems
10th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2019), East Lansing, USA, pp. 216–228, 2019
Use of a Goal-constraint-based Approach for Finding the Region of Interest in Multi-objective Problems
Journal of Heuristics, 25(1): 107–139, 2019
A Taxonomy for Metamodeling Methods for Evolutionary Multi-Objective Optimization
IEEE Transactions on Evolutionary Computation, 23(1): 104–116, 2019
2018
Enhancing Metaheuristic-based Online Embedding in Network Virtualization Environments
IEEE Transactions on Network and Service Management, 15(1): 200–216, 2018
2017
Classifying Metamodeling Methods for Evolutionary Multi-objective Optimization: First Results
9th International Conference on Evolutionary Multi-Criterion Optimization (EMO 2017), Münster, Germany, pp. 160–175, 2017
On the use of stochastic ranking for parent selection in differential evolution for constrained optimization
Soft Computing, 21(16): 4617–4633, 2017
Comparison of metamodeling techniques in evolutionary algorithms
Soft Computing, 21(19): 5647–5663, 2017
2016
R2-Based Multi/Many-Objective Particle Swarm Optimization
Computational Intelligence and Neuroscience, 2016, 2016