<p>The systems movement is made up of many systems societies as well as of disciplinary researchers and researches, explicitly or implicitly focusing on the subject of systemics, officially introduced in the scientific community fifty years ago. Many researches in different fields have been and cont
Open Quantum Systems in Biology, Cognitive and Social Sciences
✍ Scribed by Andrei Y. Khrennikov
- Publisher
- Springer
- Year
- 2023
- Tongue
- English
- Leaves
- 371
- Category
- Library
No coin nor oath required. For personal study only.
✦ Synopsis
This book mathematically analyzes the basic problems of biology, decision making and psychology within the framework of the theory of open quantum systems.
In recent years there has been an explosion of interest in applications of quantum theory in fields beyond physics. The main areas include psychology, decision-making, economics, finance, social science as well as genetics and molecular biology. The corresponding models are referred to as quantum-like; they don’t concern any genuine physical processes in the human brain.
Quantum-like models reflect the special features of information processing in biological, cognitive, and social systems which match well with the quantum formalism. This formalism gives rise to the quantum probability model (QP) which differs essentially from Kolmogorov's classical probability model. QP also serves as the basis for quantum information theory.
Recently QP has been widely applied to the resolution of the basic paradoxes of decision making theory and to modeling experimental data stemming from cognition, psychology, economics, and finance thereby shedding light on probability fallacies and irrational behavior.
In this book, the theory of quantum instruments and the quantum master equation are applied to the modeling of biological and cognitive processes, in particular, to the stability of complex biological and social systems interacting with their environment. An essential part of the book is devoted to the theory of the social laser and the Fröhlich condensate.
✦ Table of Contents
Preface
Acknowledgments
Contents
Part I Quantum-Like Modeling
1 Interplay Between Classical and Quantum Probability
1.1 Quantum-Like Models: Motivation
1.2 Briefly About Classical and Quantum Probabilities
1.3 Interference of Probabilities
1.4 Bayesian Versus Non-Bayesian Inference
1.5 Quantum-Like Paradigm: Contextual Information Processing
2 Quantum Formalism for Decision-Making
2.1 Elementary Quantum Vocabulary
2.2 Quantum-Like Model for Decision-Making
2.3 Decision-Making via Decoherence
2.4 Decision Paradoxes
3 Classical Versus Quantum Rationality
3.1 Savage Sure Thing Principle and Interference of Probabilities
3.2 Quantum-Like Rationality
3.3 Coupling of Social Lasing to Deprivation of Classical Rationality
3.4 Question Order and Response Replicability Effects
3.5 State-Dependent Incompatibility
Part II Biosystems as Open Quantum-Like Systems
4 What is Life? Open Quantum Systems Approach
4.1 Schrödinger About Life
4.2 Theory of Open Quantum Systems and Order in Biosystems
4.3 Supplement to Elementary Quantum Vocabulary
4.3.1 Superoperators and Quantum Channels
4.3.2 Von Neumann Entropy
4.3.3 Isolated System: Schrödinger and Von Neumann Equations
4.4 Open Quantum Systems
4.5 Gorini-Kossakowski-Sudarshan-Lindblad Equation
4.5.1 Stabilization to Steady State
4.5.2 Quantum Markov Dynamics
4.6 Camel-Like Dynamics of Quantum Entropy
4.7 Open Systems Generating Disorder
4.8 Dynamics of Linear Entropy (Decoherence)
4.9 Specialty of Biosystem's States and Dynamics
4.10 Adaptation to the Environment: Illustrative Examples
5 Order Stability in Complex Biosystems
5.1 Biosystem: Global Order from Local Disorder
5.2 Compound Classical System: Local and Global Orders
5.3 Compound Quantum System: Global and Local Orders
5.4 Global Order from Local Disorder
5.5 Complex Biosystems
5.6 Concluding Discussion: Order Stability in Bio and AI Systems
6 Brain Functioning
6.1 Psychic Versus Physical Phenomena
6.2 From Electrochemical Uncertainty in Action Potentials to Quantum Superposition
6.3 Electrochemical and Quantum Information States: Nonlinear Versus Linear Dynamics
6.4 Quantum Physics of Brain's Functioning: Impossibility of Superposition …
6.5 Mental Function as Decoherence Machine
6.6 Model 1: Collapse of Mental Wave
6.7 Model 2: Open Quantum System Dynamics
6.7.1 General Quantum Dynamics of Mental State
6.7.2 Critical Analysis of Open Quantum System Approach to Cognition
6.8 Model 3: Differentiation of Mental State
6.8.1 Signatures of Environments in a Density Operator
6.8.2 Mathematical Scheme of Differentiation Process
6.9 Autopoiesis: Quantum Information Representation
6.10 Entanglement: Physics Versus Cognition
6.11 Ontic and Epistemic Portrayals of Mental Processes
6.12 Concluding Discussion on Quantum-Like Modeling of Brain's Functioning
7 Emotional Coloring of Conscious Experiences
7.1 Quantum Formalization of Emotional Coloring of Conscious Experiences
7.2 The First and Higher Order Theories of Consciousness
7.3 Contextuality of The Higher Order Theory of Consciousness
7.4 Perceptions and Emotions
7.5 Unconscious and Conscious Information Processing
7.5.1 Unconsciousness as System
7.5.2 Consciousness as Observer
7.5.3 Unconscious and Conscious Generation of Perceptions and Emotions
7.5.4 Conscious Experiences: Basic and Supplementary
7.6 Incompatible Conscious Observables
7.7 Degeneration Resolution of Conscious Experiences via Contextual Coloring
7.8 Tensor Product Decomposition of Unconscious State Space
7.9 CHSH Inequality: Test of Emotional Contextuality
7.10 Concluding Remarks on Emotional Coloring
Part III Quantum Instruments in Psychology and Decision-Making
8 Quantum Instruments and Positive Operator Valued Measures
8.1 Von Neumann Observables and von Neumann-Lüders Instruments
8.2 Davis–Lewis–Ozawa Quantum Instruments
8.3 Positive Operator Valued Measures
8.4 Quantum Instruments from Indirect Measurements
8.5 Naimark Theorem
9 Question Order and Response Replicability Effects
9.1 Quantum Instruments for Questions
9.2 Questions as Indirect Measurements
9.2.1 Von Neumann Observables for Questions
9.2.2 Quantum a-Instrument
9.2.3 Quantum Algorithm for Decision-Making
9.2.4 Quantum b-Instrument
9.3 Combination of Order and Response Replicability Effects
9.3.1 Stability of Question Order Effect
9.3.2 Non-atomicity of Instruments
10 Psychological Effects and QQ-equality
10.1 Question Order and Response Replicability Effects and QQ-equality
10.1.1 Observables, Belief and Personality States
10.1.2 Instrument Measuring a-Observable
10.1.3 Instrument Measuring b-Observable
10.2 Generalization of Wang–Busemeyer Postulates
10.3 Mind State Transformations
10.4 Response Replicability Effect: Personality States
10.5 Question Order Effect: Personality States
10.6 Matching with QQ-equality
10.7 Linking Experimental and Theoretical Data
10.8 Independence of Belief and Personality States
10.9 Modeling Statistical Data from Clinton–Gore Poll
10.10 On Postulate 5QL
Part IV Analysis of Social Systems within Open Quantum System Theory
11 Social Laser
11.1 Social-Information Waves Shaking the World
11.2 Social Atom
11.3 Social Energy
11.4 Social-Information Field
11.5 Absorption and Emission of Infons by Social Atom
11.6 Social and Physical Lasers
11.7 Echo Chamber: Social Coherence Reinforcing
11.8 Illustrating Examples
11.9 Technical Details
11.10 Social Spin
11.11 Concluding Remarks On Social Laser
12 Stability in Biological, Ecological, and Social Systems via Fröhlich Condensation
12.1 Modeling of Fröhlich Condensation
12.1.1 Coherent Vibrations in Biomolecules and Cells
12.1.2 Long-Range Nonlinear Interactions
12.1.3 Quantum-Like Modeling of Fröhlich Condensation
12.1.4 Fröhlich Condensation of Information Excitations
12.2 Review on Fröhlich's Works
12.3 Conditions for Fröhlich Condensation
12.4 Quantum Formalism for Fröhlich Condensation
12.5 Cancer
12.6 Condensation of Information
12.7 Information Temperature
12.8 Stability of Complex Information Societies
12.9 Order in Pack of Wolfs
12.10 Concluding Remarks on Physical and Social Fröhlich Condensation
13 Social Laser and Networks Within Mean Field Theory
13.1 Social Networks: Laser Physics, Phase Transition, and Critical Phenomena
13.2 Ising Model for Complex Networks: Equilibrium Phase Transition
13.2.1 Ising-Type Interaction ín Networks
13.2.2 Phase Transition and Network's Structure
13.3 Non-equilibrium Phase Transition in Social Laser
13.3.1 Primary Consideration
13.3.2 Social Laser: Mean Field Framework
13.3.3 Social Laser: Phase Transition
13.4 Social Laser Dynamics and Information Spread
13.4.1 Viral Information Cascades in Social Laser
13.4.2 Velocity of Information Reinforced
13.5 Concluding Discussion on Social Laser and Networks
Part V Boundaries of Applicability of Quantum-Like Modeling
14 No-Go Theorem for Modeling with Von Neumann Observables
14.1 Sequential Measurements in Physics and Psychology
14.2 Von Neumann Observables and Unitary Inter-measurement Evolution
14.3 Measurement Sequences: Evolution (In)Effectiveness and Stability
14.4 Measurement Sequences a rightarrowa
14.5 Measurement Sequences a rightarrowb rightarrowa
15 Probabilistic Structure of Cognition: May Be Even Worse than Quantum?
15.1 Comparing Foundations of Quantum Physics and Cognition
15.2 Abstract Presentation for Sorkin's Equality
15.3 Derivation of Sorkin's Equality
15.4 Emigration Experiment
15.5 Triple-Store Experiment in Economics
Part VI Foundations and Mathematics
16 Formalism of Quantum Theory
16.1 Mathematical Structure of Quantum Theory
16.2 Quantum Mechanics as Axiomatic Theory
16.3 Projection Postulate: Von Neumann Versus Lüders Forms
16.4 Classical Probability: Kolmogorov Axiomatics
16.5 Quantum Conditional Probability
16.6 Derivation of Interference of Probabilities
16.7 Compatible Versus Incompatible Observables
16.8 Quantum Logic
16.9 Tensor Product
16.10 Symbolism of Ket- and Bra-Vectors
16.11 Qubit
16.12 Entanglement
17 Contextuality, Complementarity, and Bell Tests
17.1 Preliminary Discussion
17.2 Växjö Model
17.3 Thinking over Bohr's Ideas
17.3.1 Bohr Contextuality
17.3.2 Bohr's Principle of Contextuality-Complementarity
17.4 Probabilistic Viewpoint on Contextuality-Complementarity
17.5 Clauser, Horne, Shimony, and Holt (CHSH) Inequality
17.6 CHSH-Inequality for Quantum Observables
17.7 Signaling in Physical Versus Psychological Experiments
17.8 Contextuality-by-Default
17.9 Mental Signaling: Fundamental or Technical?
17.10 Sources of Signaling Compatible with Quantum Formalism
17.11 Meal Choice Experiment: Possible Source of Signaling
17.12 Concluding Remarks on Cognitive Tests with Bell Inequalities
17.13 Joint Measurement Contextuality
17.14 Contextual Resolution of Degeneration of Eigenvalues of Observables
18 Quantum Statistics from Indistinguishability
18.1 Thermodynamics from Gibbs Ideal Ensembles
18.2 Distinguishable Systems: Classical Statistics
18.3 Indistinguishable Systems: Quantum Statistics
18.4 Classical and Quantum statistics
Part VII Supplement on Decision-Making
19 Classical Expected Utility Theory and Its Paradoxes
19.1 Von Neumann and Morgenstern: Expected Utility Theory
19.2 Allais Paradox
19.3 Savage: Subjective Expected Utility Theory
19.4 Ellsberg Paradox
19.5 Quantum-Like Modeling of Subjective Expected Utility
20 Belief State Interpretation
20.1 The Spirit of Copenhagen
20.2 Interpretations: Statistical Versus Individual
20.3 QBism: Subjective Interpretation
20.4 Växjö Interpretation
21 God as Decision Maker and Quantum Bayesianism
21.1 Bohr Versus Bell
21.2 Supplement on Quantum Bayesianism (QBism)
21.3 QBism Versus Copenhagen Interpretation
21.4 Free Will Given by God to Adam is the Source of Irreducible Uncertainty in the Universe
21.5 God as Decision Maker Operating with Subjective Probability Assigned …
Appendix A Technicalities
A.1 Proof of Theorem 4.7.1 Chap. 4
A.2 Construction of Quantum Channels
A.2.1 Two Subsystems with Qubit State Spaces
A.2.2 Two Subsystems with N-dimensional State Spaces
A.3 Signaling from Contextual State Modification
References
Index
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