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Collapse, Selection, and the Geometry of Information

Giro-Kai Hong

Published Jul 7, 2026• 0 citations
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Abstract

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.

DOI
10.5281/zenodo.21244505

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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.
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.
Description This paper proposes a framework in which quantum measurement collapse emerges as an intrinsic dynamical process in a quantum informational field. Using entropy-regularized optimal transport (Schrödinger bridge theory) together with threshold phenomena in high-dimensional systems, collapse is interpreted as an entropy-minimizing transport process that concentrates informational coherence. Within this framework, quantum waves are treated as carriers of quantum information forming a chaotic informational field from which coherent structures may emerge. The approach connects Schrödinger bridge dynamics, threshold behavior in subsystem purity, and the path-integral formulation of quantum mechanics. Collapse is therefore interpreted as a field-intrinsic process rather than a consequence of observer intervention. The paper further explores implications for quantum information theory, Quantum Darwinism, and informational approaches to consciousness, suggesting experimentally testable signatures for coherence thresholds in complex quantum systems.
The quantum measurement problem (QMP), epitomized by the Einstein-Podolsky-Rosen paradox, has resisted resolution for nearly a century. Traditional interpretations—Copenhagen, many-worlds, decoherence, objective collapse—leave unresolved the ontological nature of collapse. We propose a new framework: collapse is not observer-induced but intrinsic to the quantum-informational field, carried by qiwaves. Using entropy-regularized optimal transport (Schrödinger bridge theory), threshold phenomena (Park-Pham's proof of the Kahn-Kalai conjecture), and stability results from Alessio Figalli's work on optimal transport, we formalize collapse as an inevitable informational phase transition. This integration elevates Feynman's heuristic path integral into a rigorous mathematical formalism. Consciousness is reframed as the witness to coherence, not its cause. This synthesis provides a mathematically precise resolution to the measurement problem and opens pathways for interdisciplinary exploration across physics, information theory, and cognitive science.
We develop a derivation of dynamics of Quantum Mechanics and measurement within a fundamentally timeless and scale-invariant framework. Building on a prior reconstruction of quantum kinematics from renormalization consistency, we extend the analysis to dynamical evolution and the measurement process using three minimal principles: a global constraint (timelessness), a variational formulation, and resolution independence. We show that relational time emerges through conditional decomposition of the global state, leading to an effective Schrödinger evolution under suitable conditions on clock subsystems. Renormalization group (RG) transformations, treated as maps on the state space induced by coarse-graining, generate an effective non-unitary dynamics for reduced states. Under standard assumptions of weak coupling and scale separation, this dynamics takes Lindblad form, providing a structural origin for decoherence. A central result of this work is the formulation of a stability selection principle: configurations contributing to observable physics correspond to those that are simultaneously stationary under the action and stable under RG flow. This principle unifies dynamical selection (via the variational structure) and structural selection (via renormalization), and provides a mechanism for the emergence of classical behavior. Measurement is described as an effective sector dynamics arising from decoherence and coarse-grained evolution. The Lindblad equation admits a stochastic representation in which the system evolves between dynamically independent sectors, leading to an effective description of definite outcomes without introducing a fundamental collapse postulate. The Born rule follows from the unique quadratic measure consistent with refinement structure and is realized dynamically within this framework. Together, these results provide a structural account under minimal assumptions of quantum dynamics, decoherence, and measurement as emergent features of a timeless, renormalization-consistent theory governed by stability across scales.
The quantum measurement problem — the question of what physically occurs when a quantum system yields a definite outcome upon measurement — has remained unresolved since von Neumann's formalization of quantum mechanics in 1932. Existing interpretational frameworks each address aspects of this problem while leaving a specific mechanistic gap unfilled. The Copenhagen interpretation declares collapse without explaining it. The many-worlds interpretation removes collapse but cannot specify the preferred measurement basis. Pilot wave theory identifies a guiding field without identifying what it is. Relational quantum mechanics correctly describes the relational structure of measurement outcomes without specifying the physical process by which relational facts are established. Decoherence theory specifies which outcomes are available through environmental selection without explaining which outcome actually occurs. In each case the effect of measurement is described with precision while the mechanism remains absent. This paper proposes that the Dimensional Evolution geometric framework provides that mechanism. Wavefunction collapse is resonant selection — the stabilization of a specific harmonic configuration when an observer's resonance structure synchronizes with a quantum system's scan traversal through a completed entropic pathway. This is not a metaphysical claim. It is a physically grounded geometric process from which the measurement postulates of standard quantum mechanics emerge as derived consequences rather than foundational axioms. The Born rule reflects the fractal exponential geometry of the coherence manifold. The preferred basis is geometrically specified by observer-system resonance compatibility. The measurement cut dissolves into a continuous spectrum of resonance stability requiring no quantum-classical boundary. The definite outcome problem is resolved by resonant synchronization completing — a deterministic geometric event whose apparent randomness reflects incomplete knowledge of resonance conditions rather than fundamental indeterminacy. The paper maps DE's resonant selection mechanism against each major interpretation, identifying precisely where DE does explanatory work each interpretation cannot. Three testable experimental predictions are proposed — geometry-dependent collapse timing, resonance-bandwidth-dependent outcome distributions, and a geometric memory effect in measurement apparatus — each grounded in physical principles confirmed at other scales and each distinguishable from standard quantum mechanical and decoherence predictions. The implications of this account for the Heisenberg uncertainty relation are identified as a priority for subsequent formal development.
The quantum measurement problem (QMP), epitomized by the Einstein-Podolsky-Rosen paradox, has resisted resolution for nearly a century. Traditional interpretations—Copenhagen, many-worlds, decoherence, objective collapse—leave unresolved the ontological nature of collapse. We propose a new framework: collapse is not observer-induced but intrinsic to the quantum-informational field, carried by qiwaves. Using entropy-regularized optimal transport (Schrödinger bridge theory), threshold phenomena (Park-Pham's proof of the Kahn-Kalai conjecture), and stability results from Alessio Figalli's work on optimal transport, we formalize collapse as an inevitable informational phase transition. This integration elevates Feynman's heuristic path integral into a rigorous mathematical formalism. Consciousness is reframed as the witness to coherence, not its cause. This synthesis provides a mathematically precise resolution to the measurement problem and opens pathways for interdisciplinary exploration across physics, information theory, and cognitive science.
The quantum measurement problem (QMP), epitomized by the Einstein-Podolsky-Rosen paradox, has resisted resolution for nearly a century. Traditional interpretations—Copenhagen, many-worlds, decoherence, objective collapse—leave unresolved the ontological nature of collapse. We propose a new framework: collapse is not observer-induced but intrinsic to the quantum-informational field, carried by qiwaves. Using entropy-regularized optimal transport (Schrödinger bridge theory), threshold phenomena (Park-Pham's proof of the Kahn-Kalai conjecture), and stability results from Alessio Figalli's work on optimal transport, we formalize collapse as an inevitable informational phase transition. This integration elevates Feynman's heuristic path integral into a rigorous mathematical formalism. Consciousness is reframed as the witness to coherence, not its cause. This synthesis provides a mathematically precise resolution to the measurement problem and opens pathways for interdisciplinary exploration across physics, information theory, and cognitive science.