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
37 publications
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
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
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
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
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
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
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
Study of the Approximation of the Fitness Landscape and the Ranking Process of Scalarizing Functions for Many-objective Problems
In Kay Chen Tan and General Co-Chair of IEEE WCCI 2016 (ed.): 2016 IEEE Congress on Evolutionary Computation (CEC’2016), IEEE Press, 2016
A Review of Surrogate Assisted Multiobjective Evolutionary Algorithms
Computational Intelligence and Neuroscience, 2016, 2016
A Scalar Optimization Approach for Averaged Hausdorff Approximations of the Pareto Front
Engineering Optimization, 48(9): 1593–1617, 2016
2015
Multi-objectivization, Fitness Landscape Transformation and Search Performance: A Case of Study on the HP model for Protein Structure Prediction
European Journal of Operational Research, 243(2): 405–422, 2015
Constraint-handling through multi-objective optimization: The hydrophobic-polar model for protein structure prediction
Computers & Operations Research, 53: 128–153, 2015
2012
A new mechanism to maintain diversity in multiobjective metaheuristics
Optimization, 61(7): 823–854, 2012
Locality-Based Multiobjectivization for the HP Model of Protein Structure Prediction
In 2012 Genetic and Evolutionary Computation Conference (GECCO’2012), 2012
A Multi-objective Particle Swarm Optimizer Enhanced with a Differential Evolution Scheme
In Jin-Kao Hao and Pierrick Legrand and Pierre Collet and Nicolas Monmarche and Evelyne Lutton and Marc Schoenauer (ed.): Artificial Evolution, 10th International Conference, Evolution Artificielle, EA 2011, Springer. Lecture Notes in Computer Science Vol. 7401: 169–180, 2012
2011
A study of surrogate models for their use in multiobjective evolutionary algorithms
In 2011 8th International Conference on Electrical Engineering, Computing Science and Automatic Control, 2011
A Comparison on the Search of Particle Swarm Optimization and Differential Evolution on Multi-Objective Optimization
In 2011 IEEE Congress on Evolutionary Computation (CEC’2011), 2011