Project manager at Linnaeus University
Other project members
University of Padova, Italy (coordinator); The Open University and University of Bedfordshire, United Kingdom; Vrije Universiteit Brussel, Belgium; University of Copenhagen, Danmark; Brandenburg University of Technology Cottbus-Senftenberg, Germany; Linnaeus University, Sweden
EU's Horizon 2020 program for research and innovation: Marie Skłodowska-Curie actions (researcher mobility), support for Innovative Training Networks
1 January 2017-31 December 2020
Mathematics (Department of Mathematics, Faculty of Technology)
More about the project
The project will concern applications of the mathematical formalism of quantum theory (especially quantum probability and information) to model the process of decision making. It will involve the study of probabilistic, informational, cognitive and psychological aspects of general theory of decision making in the quantum-like framework by using, in particular, theory of open quantum systems and quantum instruments.
The main aim is to proceed towards modeling of the decision making aspects of ranking in information access and retrieval. The doctoral student that will be engaged in the project will get a proper education in quantum information and quantum open systems. He/she will further explore this knowledge to model the process of decision making and adaptive ranking of information by using quantum Markov master equations. Even these approximate equations are very complicated and numerical methods will be widely used.
- Development of the general formalism of the theory of decision making based on quantum probability, quantum information and the theory of open quantum systems.
- Methods of adaptive ranking of information (including algorithms and numerical simulation) based on quantum adaptive dynamics, which may lead to creation of novel algorithms for adaptive ranking of information.
The Linnaeus University team of the project with work with the topic Quantum open systems and adaptive ranking of information items.