Nataliia Y. Sergiienko

12 papers A 4Journal 7Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Effective Self-Attention-Based Deep Learning Model with Evolutionary Grid Search for Robust Wave Farm Energy Forecasting. CoRR Amin Abdollahi Dehkordi, Mehdi Neshat, Nataliia Y. Sergiienko, Zahra Ghasemi, Lei Chen, John Boland, Hamid Moradkhani, Amir H. Gandomi
2025	J	`jnl`	Hybrid Wave-wind System Power Optimisation Using Effective Ensemble Covariance Matrix Adaptation Evolutionary Algorithm. CoRR Mehdi Neshat, Nataliia Y. Sergiienko, Leandro S. P. da Silva, Seyedali Mirjalili, Amir H. Gandomi, Ossama Abdelkhalik, John Boland
2020	J	`jnl`	Design optimisation of a multi-mode wave energy converter. CoRR Nataliia Y. Sergiienko, Mehdi Neshat, Leandro S. P. da Silva, Bradley Alexander, Markus Wagner
2020	J	`jnl`	New insights into position optimisation of wave energy converters using hybrid local search. Swarm Evol. Comput. Mehdi Neshat, Bradley Alexander, Nataliia Y. Sergiienko, Markus Wagner
2020	J	`jnl`	Optimisation of Large Wave Farms using a Multi-strategy Evolutionary Framework. CoRR Mehdi Neshat, Bradley Alexander, Nataliia Y. Sergiienko, Markus Wagner
2020	A	`conf`	Optimisation of large wave farms using a multi-strategy evolutionary framework. GECCO Mehdi Neshat, Bradley Alexander, Nataliia Y. Sergiienko, Markus Wagner
2019	J	`jnl`	A Hybrid Evolutionary Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters. CoRR Mehdi Neshat, Bradley Alexander, Nataliia Y. Sergiienko, Markus Wagner
2019	A	`conf`	A hybrid evolutionary algorithm framework for optimising power take off and placements of wave energy converters. GECCO Mehdi Neshat, Bradley Alexander, Nataliia Y. Sergiienko, Markus Wagner
2019	J	`jnl`	A new insight into the Position Optimization of Wave Energy Converters by a Hybrid Local Search. CoRR Mehdi Neshat, Bradley Alexander, Nataliia Y. Sergiienko, Markus Wagner
2018	—	`conf`	Sparse Incomplete LU-Decomposition for Wave Farm Designs Under Realistic Conditions. PPSN (1) Dídac Rodríguez Arbonès, Nataliia Y. Sergiienko, Boyin Ding, Oswin Krause, Christian Igel, Markus Wagner
2016	A	`conf`	Fast and Effective Multi-objective Optimisation of Submerged Wave Energy Converters. PPSN Dídac Rodríguez Arbonès, Boyin Ding, Nataliia Y. Sergiienko, Markus Wagner
2016	A	`conf`	Fast and Effective Optimisation of Arrays of Submerged Wave Energy Converters. GECCO Junhua Wu, Slava Shekh, Nataliia Y. Sergiienko, Benjamin S. Cazzolato, Boyin Ding, Frank Neumann, Markus Wagner