Litcius/Paper detail

Information and Self-Organization II: Steady State and Phase Transition

Hermann Haken, Juval Portugali

2021Entropy35 citationsDOIOpen Access PDF

Abstract

This paper starts from Schrödinger's famous question "what is life" and elucidates answers that invoke, in particular, Friston's free energy principle and its relation to the method of Bayesian inference and to Synergetics 2nd foundation that utilizes Jaynes' maximum entropy principle. Our presentation reflects the shift from the emphasis on physical principles to principles of information theory and Synergetics. In view of the expected general audience of this issue, we have chosen a somewhat tutorial style that does not require special knowledge on physics but familiarizes the reader with concepts rooted in information theory and Synergetics.

Topics & Concepts

Synergetics (Haken)Information theoryComputer scienceEntropy (arrow of time)InferencePhase transitionPrinciple of maximum entropyFree energy principleMathematical economicsTheoretical physicsStatistical physicsEpistemologyCognitive scienceArtificial intelligenceMathematicsPhysicsPsychologyPhilosophyQuantum mechanicsStatisticsMachine learningEmbodied and Extended CognitionComplex Systems and Decision MakingInnovation, Sustainability, Human-Machine Systems