Quantum techniques in stochastic mechanics

Quantum techniques in stochastic mechanics

by Baez, John C.

Type Book
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"We introduce the theory of chemical reaction networks and their relation to stochastic Petri nets -- important ways of modeling population biology and many other fields. We explain how techniques from quantum mechanics can be used to study these models. This relies on a profound and still mysterious analogy between quantum theory and probability theory, which we explore in detail. We also give a tour of key results concerning chemical reaction networks and Petri nets."--

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Title Statements

  • Full title :Quantum techniques in stochastic mechanics / by John Baez (UC Riverside & Centre for Quantum Technologies, Singapore), Jacob D. Biamonte (Skolkovo Institute of Science and Technology, Russia).

Summary

"We introduce the theory of chemical reaction networks and their relation to stochastic Petri nets -- important ways of modeling population biology and many other fields. We explain how techniques from quantum mechanics can be used to study these models. This relies on a profound and still mysterious analogy between quantum theory and probability theory, which we explore in detail. We also give a tour of key results concerning chemical reaction networks and Petri nets."--

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Edition Statements

  • Publication Date:2018

Publication Statements

The Physical Object

  • Description:1 online resource

Edition Identifiers

  • ISBN:9789813226951, 9813226951, 9789813226968, 981322696X
  • oclc:on1027138118
  • LC Classification:QC174.17.S76
  • Dewey Decimal:530.13/3

Table of Contents

Intro; Contents; Preface; 1 Stochastic Petri Nets; 1.1. The Rate Equation; 1.2. References; 1.3. Answers; 2 The Rate Equation; 2.1. Rate Equations: The General Recipe; 2.2. The Formation of Water (1); 2.3. The Formation of Water (2); 2.4. The Dissociation of Water (1); 2.5. The Dissociation of Water (2); 2.6. The SI Model; 2.7. The SIR Model; 2.8. The SIRS Model; 2.9. The General Recipe Revisited; 2.10. Answers; 3 The Master Equation; 3.1. The Master Equation; 3.2. Answers; 4 Probabilities vs Amplitudes; 4.1. A Poisson Process; 4.2. Probability Theory vs Quantum Theory.

4.3. Stochastic vs Unitary Operators; 4.4. Infinitesimal Stochastic vs Self-adjoint Operators; 4.5. The Moral; 5 Annihilation and Creation Operators; 5.1. Rabbits and Quantum Mechanics; 5.2. Catching Rabbits; 5.3. Dying Rabbits; 5.4. Breeding Rabbits; 5.5. Dueling Rabbits; 5.6. Brawling Rabbits; 5.7. The General Rule; 5.8. Kissing Rabbits; 5.9. References; 5.10. Answers; 6 An Example from Population Biology; 6.1. Amoeba Fission and Competition; 6.2. The Rate Equation; 6.3. The Master Equation; 6.4. An Equilibrium State; 6.5. Answers; 7 Feynman Diagrams; 7.1. Stochastic Petri Nets Revisited.

7.2. The Rate Equation…

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