Data-driven Decision Support with Multiobjective Optimization (DAEMON) (DAEMON)
Main funder
Funder's project number: 322221
Funds granted by main funder (€)
- 592 530,00
Funding program
Project timetable
Project start date: 01/09/2019
Project end date: 31/08/2023
Summary
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 problems.
Principal Investigator
Primary responsible unit
Follow-up groups
Related publications and other outputs
1 of 3
- An experimental design for comparing interactive methods based on their desirable properties (2024) Afsar, Bekir; et al.; A1; OA
- 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
