Select Publications
Journal articles
, 2023, 'A Steady-State Algorithm for Solving Expensive Multiobjective Optimization Problems with Nonparallelizable Evaluations', IEEE Transactions on Evolutionary Computation, 27, pp. 1544 - 1558, http://dx.doi.org/10.1109/TEVC.2022.3219062
, 2022, 'Towards identification of solutions of interest for multi-objective problems considering both objective and variable space information', Applied Soft Computing, 119, http://dx.doi.org/10.1016/j.asoc.2022.108505
, 2021, 'Partial Evaluation Strategies for Expensive Evolutionary Constrained Optimization', IEEE Transactions on Evolutionary Computation, 25, pp. 1103 - 1117, http://dx.doi.org/10.1109/TEVC.2021.3078486
, 2021, 'An efficient optimization approach for flexibility provisioning in community microgrids with an incentive-based demand response scheme', Sustainable Cities and Society, 74, http://dx.doi.org/10.1016/j.scs.2021.103218
, 2021, 'Feasibility-ratio based sequencing for computationally efficient constrained optimization', Swarm and Evolutionary Computation, 62, pp. 100850, http://dx.doi.org/10.1016/j.swevo.2021.100850
, 2021, 'Evolutionary Algorithm Embedded with Bump-Hunting for Constrained Design Optimization', Journal of Mechanical Design, 143, http://dx.doi.org/10.1115/1.4047688
, 2018, 'Development of a source code to analyze the effect of Reynolds number on a square lid driven cavity', Journal of Mechanical and Energy Engineering, 2, pp. 147 - 154, http://dx.doi.org/10.30464/jmee.2018.2.2.147
Conference Papers
, 2024, 'Towards solving expensive optimization problems with heterogeneous constraint costs', in Gecco 2024 Companion Proceedings of the 2024 Genetic and Evolutionary Computation Conference Companion, pp. 2032 - 2040, http://dx.doi.org/10.1145/3638530.3664105
, 2023, 'Vertical-Axis Wind Turbine Design Using Surrogate-Assisted Optimization with Physical Experiments In-loop', in GECCO 2023 - Proceedings of the 2023 Genetic and Evolutionary Computation Conference, Association for Computing Machinery, Lisbon (hybrid), pp. 1391 - 1399, presented at GECCO '23: Genetic and Evolutionary Computation Conference, Lisbon (hybrid), 15 July 2023, https://dl.acm.org/doi/abs/10.1145/3583131.3590462
, 2023, 'A Generalized Surrogate-Assisted Evolutionary Algorithm for Expensive Multi-Objective Optimization', in 2023 IEEE Congress on Evolutionary Computation CEC 2023, Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 8, presented at 2023 IEEE Congress on Evolutionary Computation (CEC), 01 July 2023 - 05 July 2023, http://dx.doi.org/10.1109/CEC53210.2023.10254148
, 2020, 'Expediting the convergence of evolutionary algorithms by identifying promising regions of the search space', in Gecco 2020 Companion Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pp. 201 - 202, http://dx.doi.org/10.1145/3377929.3389898
, 2020, 'Wind-turbine design optimization using a many-objective evolutionary algorithm', in Gecco 2020 Companion Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pp. 267 - 268, http://dx.doi.org/10.1145/3377929.3389899
, 2019, 'Investigating the use of sequencing and infeasibility driven strategies for constrained optimization', in 2019 IEEE Congress on Evolutionary Computation CEC 2019 Proceedings, Institute of Electrical and Electronics Engineers (IEEE), NEW ZEALAND, Wellington, pp. 1642 - 1649, presented at 2019 IEEE Congress on Evolutionary Computation (CEC), NEW ZEALAND, Wellington, 10 June 2019 - 13 June 2019, http://dx.doi.org/10.1109/CEC.2019.8790239
Preprints
, 2024, An Efficient Approach for Solving Expensive Constrained Multiobjective Optimization Problems, http://dx.doi.org/10.48550/arxiv.2405.13298
, 2024, An Efficient Approach for Solving Expensive Constrained Multiobjective Optimization Problems, http://dx.doi.org/10.36227/techrxiv.171441489.98849147/v1