Open AccessMULTI-AGENT QUANTUM APPROACH TO MODELING OF COMPLEX EMOTIONAL INTELLIGENCE WITH AN ENSEMBLE ORGANIZATION
Author(s) -
S.V. Gorbachev
Publication year - 2021
Publication title -
vestnik rossijskoj akademii estestvennyh nauk
Language(s) - English
Resource type - Journals
eISSN - 1727-7892
pISSN - 1682-1696
DOI - 10.52531/1682-1696-2021-21-1-123-129
Subject(s) - computer science , complex system , artificial intelligence , space (punctuation) , quantum , fuzzy logic , architecture , base (topology) , multi agent system , theoretical computer science , mathematics , art , mathematical analysis , physics , quantum mechanics , visual arts , operating system
The paper describes a quantum approach to the modeling of complex emotions based on the integration of paired basic emotions in a 4-dimensional space of signs identified in the psychoevolutionary theory of emotions by R. Plutchik. A modification of the wheel of emotions of R. Plutchik is proposed in order to formalize it in the form of two models of agents of complex emotions – a model with a reactive architecture based on a rule base and an ensemble hybrid model based on various classes of neuro-fuzzy network architectures, which makes it possible to increase the recognition accuracy by 20–30% in multi-agent systems.