no code implementations • 14 Jan 2024 • Ante Sikirica, Ivana Lučin, Marta Alvir, Lado Kranjčević, Zoran Čarija
The success history-based adaptive differential evolution with linear reduction and the multi-objective evolutionary algorithm based on decomposition were identified as the best-performing algorithms and used to determine the influence of different objectives in the single-objective optimisation and their combined impact on the draft tube design in the multi-objective optimisation.
no code implementations • 11 Feb 2022 • Ivana Lučin, Siniša Družeta, Goran Mauša, Marta Alvir, Luka Grbčić, Darija Vukić Lušić, Ante Sikirica, Lado Kranjčević
Currently, the cascade model is employed as a filter method, where measurements not classified as excellent quality need to be further analyzed.
no code implementations • 7 Jul 2021 • Luka Grbčić, Siniša Družeta, Goran Mauša, Tomislav Lipić, Darija Vukić Lušić, Marta Alvir, Ivana Lučin, Ante Sikirica, Davor Davidović, Vanja Travaš, Daniela Kalafatović, Kristina Pikelj, Hana Fajković, Toni Holjević, Lado Kranjčević
Finally, the spatial and temporal accuracy of both ML models were examined at sites with the lowest coastal water quality.
no code implementations • 6 Jun 2019 • Siniša Družeta, Stefan Ivić, Luka Grbčić, Ivana Lučin
Previous research showed that conditioning a PSO agent's movement based on its personal fitness improvement enhances the standard PSO method.