Search: onr:"swepub:oai:DiVA.org:lnu-68548" >
A model of adaptive...
-
Bagarello, F.Univ Palermo, Italy ; INFN, Italy
(author)
A model of adaptive decision-making from representation of information environment by quantum fields
- Article/chapterEnglish2017
Publisher, publication year, extent ...
-
2017-10-02
-
The Royal Society Publishing,2017
-
printrdacarrier
Numbers
-
LIBRIS-ID:oai:DiVA.org:lnu-68548
-
https://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-68548URI
-
https://doi.org/10.1098/rsta.2017.0162DOI
Supplementary language notes
-
Language:English
-
Summary in:English
Part of subdatabase
Classification
-
Subject category:ref swepub-contenttype
-
Subject category:art swepub-publicationtype
Notes
-
We present the mathematical model of decisionmaking (DM) of agents acting in a complex and uncertain environment (combining huge variety of economical, financial, behavioural and geopolitical factors). To describe interaction of agents with it, we apply the formalism of quantum field theory (QTF). Quantum fields are a purely informational nature. The QFT model can be treated as a far relative of the expected utility theory, where the role of utility is played by adaptivity to an environment (bath). However, this sort of utility- adaptivity cannot be represented simply as a numerical function. The operator representation in Hilbert space is used and adaptivity is described as in quantum dynamics. We are especially interested in stabilization of solutions for sufficiently large time. The outputs of this stabilization process, probabilities for possible choices, are treated in the framework of classical DM. To connect classical and quantum DM, we appeal to Quantum Bayesianism. We demonstrate the quantumlike interference effect in DM, which is exhibited as a violation of the formula of total probability, and hence the classical Bayesian inference scheme. This article is part of the themed issue 'Second quantum revolution: foundational questions'.
Subject headings and genre
Added entries (persons, corporate bodies, meetings, titles ...)
-
Haven, E.Univ Leicester, UK
(author)
-
Khrennikov, Andrei,1958-Linnéuniversitetet,Institutionen för matematik (MA),Natl Res Univ Informat Technol Mech & Opt ITMO, Russia,Int Ctr Math Modeling Phys & Cognit Sci(Swepub:lnu)akhmsi
(author)
-
Univ Palermo, Italy ; INFN, ItalyUniv Leicester, UK
(creator_code:org_t)
Related titles
-
In:Philosophical Transactions. Series A: The Royal Society Publishing375:21061364-503X1471-2962
Internet link
Find in a library
To the university's database