Analytical framework models decision dynamics in two phases, suggesting implications for optimization and thermodynamics.
Version 4.5 provides a rigorous mathematical foundation for the QWIM model, formulated as an effective theory. Unlike previous numerical frameworks, this version introduces a formal derivation of the Fokker-Planck equation for decision landscapes and establishes a direct connection to Variational Bayesian Inference and the Free Energy Principle (FEP). Key highlights: (1) Analytical proof of the stochastic-to-dissipative transition, (2) Definition of thermodynamic costs via stochastic entropy production, and (3) Optimization of decision speed via stochastic resonance. This document represents the definitive mathematical formulation of two-phase decision dynamics.
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Valeriy Kotenko (2026) studied this question.
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