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Applying the Free-Energy Principle to Complex Adaptive Systems

The free energy principle is a mathematical theory of the behaviour of self-organising systems that originally gained prominence as a unified model of the brain. Since then, the theory has been applied to a plethora of biological phenomena, extending from single-celled and multicellular organisms th...

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Format: Online
Language:English
Published: MDPI - Multidisciplinary Digital Publishing Institute 2022
Subjects:
message passing
metabolism
Bayesian
stochastic
non-equilibrium
master equations
cancer niches
free energy
Kikuchi approximations
apoptosis
metastasis
cluster variation method
Free Energy Principle
active inference
Bayesian brain
generative models
cybernetics
embodiment
enactivism
cognitivism
representations
consciousness
free will
mental causation
cognitive-affective development
emotions
feelings
readiness potentials
intentionality
agency
intelligence
collective intelligence
free energy principle
agent-based model
complex adaptive systems
multiscale systems
computational model
uncertainty
POMDP
emotion
affect control theory
sociology
permutation entropy
disorder
stress
allostatic (hub) overload
cascading failure
disease
hierarchical control systems
critical slowing down
model-based control
adaptive robots
generative model
Bayesian inference
filtering
neurotechnology
n/a
thema EDItEUR::K Economics, Finance, Business and Management::KN Industry and industrial studies::KNT Media, entertainment, information and communication industries::KNTX Information technology industries
thema EDItEUR::U Computing and Information Technology::UY Computer science
Online Access:ONIX_20220812_9783036547732_117
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