Quantum Option Pricing and Quantum Finance

In this article, the authors discuss the use of quantum probability, that is, the probability theory of quantum mechanics, for option pricing and for finance in general. The authors discuss the motivations for applying quantum probability to finance. The critical issues are replacing random variables with operators, self-reflexivity of markets, and the existence of incompatible observations. The authors outline quantum probability theory, quantum stochastic processes, and the pricing of options in a quantum context. TOPICS: Options, portfolio theory, portfolio construction Key Findings • Quantum probability theory is a probabilistic theory of observations. Observations can change the system and be incompatible. • Quantum probability offers a more empirically faithful handling of large events and of uncertainty. • A better theory of valuation is offered by quantum probability theory than classical probability theory.

[1]  I. Segal,et al.  The Black-Scholes pricing formula in the quantum context. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[2]  J. Bouchaud,et al.  How Markets Slowly Digest Changes in Supply and Demand , 2008, 0809.0822.

[3]  Martin Schaden Quantum Finance , 2002 .

[4]  Alexander Schied,et al.  Dynamical Models of Market Impact and Algorithms for Order Execution , 2013 .

[5]  K. Parthasarathy An Introduction to Quantum Stochastic Calculus , 1992 .

[6]  Emmanuel Haven,et al.  Introduction to quantum probability theory and its economic applications , 2018, Journal of Mathematical Economics.

[7]  Milton Friedman,et al.  Essays in Positive Economics , 1954 .

[8]  B. Roy Frieden,et al.  Asymmetric Information and Quantization in Financial Economics , 2012, Int. J. Math. Math. Sci..

[9]  Chen Zeqian,et al.  QUANTUM THEORY FOR THE BINOMIAL MODEL IN FINANCE THEORY , 2004 .

[10]  Hendra I. Nurdin,et al.  Quantum Stochastic Processes and the Modelling of Quantum Noise , 2019, Encyclopedia of Systems and Control.

[11]  F. Black,et al.  The Pricing of Options and Corporate Liabilities , 1973, Journal of Political Economy.

[12]  B. Baaquie Quantum Finance: Path Integrals and Hamiltonians for Options and Interest Rates , 2004 .

[13]  Luigi Accardi,et al.  The Probabilistic Roots of the Quantum Mechanical Paradoxes , 1984 .

[14]  R. C. Merton,et al.  Theory of Rational Option Pricing , 2015, World Scientific Reference on Contingent Claims Analysis in Corporate Finance.

[15]  T. Kuhn,et al.  The Structure of Scientific Revolutions. , 1964 .

[16]  Alexander Schied,et al.  Handbook on Systemic Risk: Dynamical Models of Market Impact and Algorithms for Order Execution , 2013 .

[17]  Emmanuel Haven Pilot-Wave Theory and Financial Option Pricing , 2005 .

[18]  Robin L. Hudson,et al.  Quantum Ito's formula and stochastic evolutions , 1984 .

[19]  H. Jeffreys The Logic of Modern Physics , 1928, Nature.

[20]  Zeqian Chen Quantum Finance: The Finite Dimensional Case , 2001, quant-ph/0112158.

[21]  Classical and quantum probability , 2000, math-ph/0002049.

[22]  E. Wigner The Unreasonable Effectiveness of Mathematics in the Natural Sciences (reprint) , 1960 .

[23]  L. Accardi,et al.  THE QUANTUM BLACK-SCHOLES EQUATION , 2007, 0706.1300.