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Toward an Entropy-Reduction Framework for Quantum Foundations: Distinguishing Informational and Thermodynamic Entropy in Measurement and Decoherence

Mendoza Montano, Carlos

Published Nov 20, 2025• 0 citations
Publisher

Abstract

The measurement problem remains one of the central unresolved issues in quantum mechanics,raising the question of how definite outcomes emerge from superposed states. Traditionalinterpretations, including Copenhagen, Many-Worlds, QBism, and Quantum Darwinism, offerdiffering perspectives but lack a unifying physical principle. This article develops an InformationalEntropy Reduction (IER) framework that reconceptualizes measurement as a dual entropic processin which informational entropy decreases while thermodynamic entropy increases. Within this view,collapse is not a discontinuous anomaly but the result of entropy trade-offs that stabilize classicaloutcomes.The framework introduces operational metrics, Entropy Reduction Rate (ERR), CompressionEfficiency (CE), and information-to-order efficiency (ΦI), to quantify informational andthermodynamic contributions during measurement. A phenomenological extension of the Lindblad–Gorini–Kossakowski–Sudarshan (GKSL) master equation incorporates IER dynamics through anentropy-reduction operator that biases evolution toward pointer states with maximal redundancy andentropy-reduction efficiency. This approach links outcome selection to measurable quantities,providing a pathway from interpretational philosophy to testable physics.Supporting evidence is drawn from indirect demonstrations, including verification of Landauer’sprinciple, experimental studies of decoherence in cavity and ion-trap systems, and redundancyanalyses in quantum optics. Beyond these foundations, the IER framework establishes an empiricalagenda: ERR can be measured through von Neumann entropy changes in qubit experiments, CEthrough redundancy quantification, and ΦI through simultaneous monitoring of informational entropyreduction and thermodynamic entropy production.By unifying collapse, decoherence, and redundancy under entropy dynamics, the IER frameworkprovides both conceptual clarity and operational testability. It positions informational entropyreduction as a candidate universal principle governing the transition from quantum indeterminacy toclassical objectivity.

DOI
10.5281/zenodo.17655074

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This mini-monograph proposes a new variational and information-geometric framework for understanding the quantum measurement problem, with particular emphasis on the unresolved problem of outcome selection. While decoherence theory explains the suppression of interference and the emergence of stable pointer bases, it does not by itself explain why one definite outcome is realized rather than another. This work argues that the missing element is not simply an additional dynamical mechanism, but a structural principle of selection. The central thesis is that quantum measurement may be understood as a process of entropic channel selection within a structured space of admissible outcomes. Drawing on Schrödinger bridge theory, entropy-regularized optimal transport, stochastic path-space variational principles, concentration of measure, and large deviation theory, the monograph develops a framework in which collapse-like definiteness emerges through constrained probabilistic evolution. Measurement is thereby reinterpreted not as an arbitrary interruption of unitary dynamics, but as a threshold phenomenon in the geometry of information. The work introduces an informational configuration space of possible resolution channels, defines an entropic action functional over stochastic paths, and proposes a channel-selection principle based on entropy-minimizing interpolation. It further examines the relation between Schrödinger bridges and optimal transport, explores the zero-noise limit, connects the framework to path-integral intuition, and develops explicit models of Gaussian bridge dynamics and two-channel selection. The emergence of classicality is treated through exponential concentration, threshold amplification, and phase-transition-like stabilization in high-dimensional systems. The monograph does not claim to replace standard quantum mechanics. Rather, it seeks to clarify how definite outcomes might arise from variational organization within probability itself, while remaining compatible with reduced quantum dynamics, decoherence, and open-system evolution. It is intended as a conceptual and mathematical foundation for further work at the intersection of quantum foundations, stochastic processes, information geometry, and the theory of emergent classicality.

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The measurement problem remains one of the central unresolved issues in quantum mechanics,raising the question of how definite outcomes emerge from superposed states. Traditionalinterpretations, including Copenhagen, Many-Worlds, QBism, and Quantum Darwinism, offerdiffering perspectives but lack a unifying physical principle. This article develops an InformationalEntropy Reduction (IER) framework that reconceptualizes measurement as a dual entropic processin which informational entropy decreases while thermodynamic entropy increases. Within this view,collapse is not a discontinuous anomaly but the result of entropy trade-offs that stabilize classicaloutcomes.The framework introduces operational metrics, Entropy Reduction Rate (ERR), CompressionEfficiency (CE), and information-to-order efficiency (ΦI), to quantify informational andthermodynamic contributions during measurement. A phenomenological extension of the Lindblad–Gorini–Kossakowski–Sudarshan (GKSL) master equation incorporates IER dynamics through anentropy-reduction operator that biases evolution toward pointer states with maximal redundancy andentropy-reduction efficiency. This approach links outcome selection to measurable quantities,providing a pathway from interpretational philosophy to testable physics.Supporting evidence is drawn from indirect demonstrations, including verification of Landauer’sprinciple, experimental studies of decoherence in cavity and ion-trap systems, and redundancyanalyses in quantum optics. Beyond these foundations, the IER framework establishes an empiricalagenda: ERR can be measured through von Neumann entropy changes in qubit experiments, CEthrough redundancy quantification, and ΦI through simultaneous monitoring of informational entropyreduction and thermodynamic entropy production.By unifying collapse, decoherence, and redundancy under entropy dynamics, the IER frameworkprovides both conceptual clarity and operational testability. It positions informational entropyreduction as a candidate universal principle governing the transition from quantum indeterminacy toclassical objectivity.
Abstract The quantum measurement problem arises from the coexistence of unitary Schr¨odinger evolution with the apparent nonunitary collapse of quantum states during observation. Despite extensive theoretical development, no consensus has been reached on a microscopic physical mechanism for state reduction within standard quantum theory. In this work, we present a complete dynamical theory of quantum measurement in which wavefunction collapse emerges from irreversible information transfer and entropy production in realistic system–detector–environment interactions. Starting from microscopic Hamiltonian models, we derive a stochastic nonlinear evolution equation for conditioned quantum states without introducing additional axioms or phenomenological parameters. We demonstrate that the effective collapse rate is uniquely determined by environmental entropy production and remains well-defined in thermal, non-Markovian, chaotic, and zero-temperature regimes. Using stochastic calculus and martingale theory, we establish the dynamical emergence of the Born probability rule and prove almost-sure convergence of measurement trajectories to definite outcomes. The theory exhibits robust many-body amplification, universal behavior in nonlinear detectors, and mathematical well-posedness in both finite- and infinite-dimensional settings. Compatibility with algebraic quantum field theory, renormalization theory, and stochastic semiclassical gravity is established, ensuring consistency with relativistic and high-energy physics. Extensive numerical simulations confirm analytical predictions, and a comprehensive experimental program is proposed, together with rigorous validation and replication protocols. Logical analysis demonstrates compatibility with Bell nonlocality, resolution of Wigner’s friend and Frauchiger–Renner paradoxes, and compliance with information-theoretic constraints. These results provide a unified physical explanation of quantum measurement as an emergent nonequilibrium process governed by universal thermodynamic and informational principles, integrating state reduction into the standard dynamical framework of physics.
This mini-monograph proposes a new variational and information-geometric framework for understanding the quantum measurement problem, with particular emphasis on the unresolved problem of outcome selection. While decoherence theory explains the suppression of interference and the emergence of stable pointer bases, it does not by itself explain why one definite outcome is realized rather than another. This work argues that the missing element is not simply an additional dynamical mechanism, but a structural principle of selection. The central thesis is that quantum measurement may be understood as a process of entropic channel selection within a structured space of admissible outcomes. Drawing on Schrödinger bridge theory, entropy-regularized optimal transport, stochastic path-space variational principles, concentration of measure, and large deviation theory, the monograph develops a framework in which collapse-like definiteness emerges through constrained probabilistic evolution. Measurement is thereby reinterpreted not as an arbitrary interruption of unitary dynamics, but as a threshold phenomenon in the geometry of information. The work introduces an informational configuration space of possible resolution channels, defines an entropic action functional over stochastic paths, and proposes a channel-selection principle based on entropy-minimizing interpolation. It further examines the relation between Schrödinger bridges and optimal transport, explores the zero-noise limit, connects the framework to path-integral intuition, and develops explicit models of Gaussian bridge dynamics and two-channel selection. The emergence of classicality is treated through exponential concentration, threshold amplification, and phase-transition-like stabilization in high-dimensional systems. The monograph does not claim to replace standard quantum mechanics. Rather, it seeks to clarify how definite outcomes might arise from variational organization within probability itself, while remaining compatible with reduced quantum dynamics, decoherence, and open-system evolution. It is intended as a conceptual and mathematical foundation for further work at the intersection of quantum foundations, stochastic processes, information geometry, and the theory of emergent classicality.
Why does a quantum measurement yield one definite outcome rather than another? Decoherence theory explains the disappearance of interference, yet it leaves the selection of a particular result unexplained—and says nothing about what role, if any, the observer plays. This paper confronts both gaps head-on. We construct an Extended Hilbert Space HTotal=HPhys⊗HHigher in which information-processing agents carry their own quantum degrees of freedom, coupled to the physical sector through an explicit interaction Hamiltonian. The resulting Intention Field Theory (IFT) draws on von Neumann’s two-process picture and Stapp’s arguments for mental causation, but goes further by deriving—rather than postulating—a Lindblad-form master equation from the coupling term. Four results follow: agent-dependent decoherence rates that scale with intentional coherence; observer-dependent corrections to Born-rule probabilities; preferred-basis selection fixed by the measurement interaction; and an entropic quantification theorem linking intentional coupling to entropy production, physical–higher mutual information, and a Landauer heat-dissipation bound per measurement event. We test these predictions against eleven landmark experiments—quantum Zeno, which-path, delayed-choice, Bell-inequality, and matter-wave platforms among them—and find per-event entropy increases spanning 10−14 to 10−1 bits, depending on coupling strength and interaction time. When the intentional coupling is switched off, every prediction collapses back to standard quantum mechanics, so the framework is conservative by construction. We compare IFT with nine major interpretations and several dynamical-collapse models, map out the theory’s current limitations, and design specific falsification protocols. The mathematical development is deductive: axioms first, then lemmas, propositions with full proofs, and finally testable corollaries whose numerical signatures differ from those of all existing frameworks.
The Total Entropic Quantity (TEQ) framework derives quantum mechanics from entropy-driven selection principles, unifying entropy, emergent time, and thermodynamic evolution. TEQ decomposes total entropy into realized entropy (macroscopic disorder), latent entangled entropy (quantum correlations), and latent classical entropy (stable classical correlations), clarifying how classical irreversibility emerges from global quantum coherence. A key result is Universal Entropic Time (UET), a synchronized temporal structure governed by realized entropy growth. UET aligns the thermodynamic arrow of time with cosmological evolution, linking decoherence to macroscopic irreversibility. TEQ provides a unified epistemic and ontological perspective on quantum measurement, reconciling the Copenhagen and Many-Worlds interpretations as complementary descriptions of a single entropy-driven selection mechanism. Additionally, entropy minimization explains the stability of quantum systems such as Majorana qubits, while entropy gradients suggest a mechanism for spacetime emergence and causal order. Entropy redistribution in TEQ acts as an active selection principle, stabilizing preferred trajectories while suppressing unstable quantum states. Future work will develop an entropy-weighted variational principle to formalize path selection in TEQ, aiming to derive quantum dynamics---including the Born rule, wavefunction suppression, and the Schrödinger equation---from entropic constraints. This approach is expected to clarify how path weights relate to entropy redistribution and selection, offering a thermodynamic basis for quantization. Notably, TEQ makes its first concrete prediction: Majorana qubits should exhibit extended coherence times due to suppressed entropy redistribution, offering an experimentally testable signature of the framework.
Collapse, Selection, and the Geometry of Information A Variational and Schrödinger Bridge Foundation for Quantum Measurement Quantum theory explains the evolution of possibilities with extraordinary precision, yet the emergence of definite outcomes remains conceptually unresolved. Why does one outcome appear rather than another? Decoherence explains the suppression of interference and the emergence of preferred bases, but not the mechanism by which multiplicity gives way to singularity. Collapse models introduce stochastic modifications of dynamics, yet the structural principle governing outcome selection remains obscure. Collapse, Selection, and the Geometry of Information proposes a new framework for approaching this longstanding problem. Drawing upon Schrödinger bridge theory, entropy-regularized optimal transport, concentration inequalities, and threshold phenomena in high-dimensional probability, the book develops a variational account of measurement in which selection emerges through constrained probabilistic evolution rather than through ad hoc dynamical interruption. At the center of the argument lies a simple but far-reaching shift in perspective: the measurement problem is reframed not primarily as a problem of collapse, but as a problem of selection. Within this framework, admissible measurement outcomes are represented as endpoint distributions connected by entropy-minimizing stochastic bridges. In the small-noise regime, concentration phenomena and large-deviation structure produce exponential stabilization of particular channels, yielding effective outcome definiteness without modification of unitary quantum evolution. The book integrates ideas from quantum foundations, stochastic processes, optimal transport, and information geometry into a unified conceptual architecture. Along the way, it explores the relation between decoherence and variational structure, the geometry of path space, threshold mechanisms in probabilistic systems, and the emergence of macroscopic stability from high-dimensional stochastic dynamics. Neither purely technical textbook nor purely philosophical meditation, this work occupies a rare middle ground: mathematically informed, conceptually ambitious, and written in continuous narrative prose accessible to advanced readers in physics, mathematics, and philosophy of science. Ultimately, the book argues that the transition from possibility to actuality may be inseparable from the geometry of probability itself.
The Total Entropic Quantity (TEQ) framework derives quantum mechanics from entropy-driven selection principles, unifying entropy, emergent time, and thermodynamic evolution. TEQ decomposes total entropy into realized entropy (macroscopic disorder), latent entangled entropy (quantum correlations), and latent classical entropy (stable classical records), clarifying how classical irreversibility arises from global quantum coherence. A central result is \textit{Universal Entropic Time} (UET), defined by the monotonic growth of realized entropy. UET aligns the thermodynamic arrow of time with cosmological expansion, linking decoherence to macroscopic irreversibility. TEQ offers a unified epistemic-ontological interpretation of measurement, reconciling the Copenhagen and Many-Worlds views as complementary facets of entropy redistribution. It also provides an entropic explanation for quantum stability---especially in Majorana qubits---and suggests that spacetime and causal structure emerge from entropy gradients.TEQ yields two testable predictions: (1) Majorana qubits should exhibit extended coherence due to suppressed entropy flow; and (2) the entropic driver f(Λ(t))f(\Lambda(t))f(Λ(t)) has a unique global maximum, implying that dark energy peaked in the past---a result consistent with recent DESI observations. Future work will derive quantum dynamics from an entropy-weighted variational principle, aiming to recover the Schr\"odinger equation, the Born rule, and quantum suppression from entropic constraints.