Datapohjainen päätöksenteon tuki monitavoiteoptimoinnin avulla (DAEMON) (DAEMON)
Päärahoittaja
Rahoittajan antama koodi/diaarinumero: 322221
Päärahoittajan myöntämä tuki (€)
- 592 530,00
Rahoitusohjelma
Hankkeen aikataulu
Hankkeen aloituspäivämäärä: 01.09.2019
Hankkeen päättymispäivämäärä: 31.08.2023
Tiivistelmä
We develop modular building blocks for modelling and solving data-driven decision making problems utilizing tools of machine learning and multiobjective optimization. As inspiration and for testing the development, we have data sets from three application areas. The implementation significantly extends the open source code DESDEO framework designed for simulation-based problem
Vastuullinen johtaja
Päävastuullinen yksikkö
Profiloitumisalue: Päätöksen teko monitavoitteisesti (Jyväskylän yliopisto JYU) DEMO; 2017-2021
Liittyvät julkaisut ja muut tuotokset
1/3
- DESMILS : a decision support approach for multi-item lot sizing using interactive multiobjective optimization (2024) Kania, Adhe; et al.; A1; OA
- A Performance Indicator for Interactive Evolutionary Multiobjective Optimization Methods (2023) Aghaei Pour, Pouya; et al.; A1; OA
- Comparing interactive evolutionary multiobjective optimization methods with an artificial decision maker (2023) Afsar, Bekir; et al.; A1; OA
- Component-based thinking in designing interactive multiobjective evolutionary methods (2023) Lárraga, Giomara; et al.; A4; OA; 979-8-4007-0120-7
- Incorporating Preference Information Interactively in NSGA-III by the Adaptation of Reference Vectors (2023) Lárraga, Giomara; et al.; A4; OA; 978-3-031-27250-9
- Interactive data-driven multiobjective optimization of metallurgical properties of microalloyed steels using the DESDEO framework (2023) Saini, Bhupinder Singh; et al.; A1; OA
- Machine learning models in predicting health care costs in patients with a recent acute coronary syndrome : A prospective pilot study (2023) Hautala, Arto J.; et al.; A1; OA
- Many-Objective Quality Measures (2023) Afsar, Bekir; et al.; A3; OA; 978-3-031-25263-1
- Using a Database to Support Interactive Multiobjective Optimization, Visualization, and Analysis (2023) Saini, Bhupinder Singh; et al.; A4; OA; 979-8-4007-0120-7
- Designing empirical experiments to compare interactive multiobjective optimization methods (2022) Afsar, Bekir; et al.; A1; OA
