Applied Physics for Algorithmic Trading

Fluid Dynamics, Heat Equations, and Kinetic Theory in High-Frequency Markets

von Hayden van der Post

518 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Reactive PublishingBridge the gap between statistical mechanics and high-frequency order book dynamics.Applied Physics for Algorithmic Trading introduces quantitative analysts, financial engineers, and algorithmic traders to the powerful mathematical frameworks of classical and statistical physics used in modern automated markets.Rather than relying purely on traditional econometric assumptions, this text demonstrates how tools designed to describe continuous systems, thermal transport, and multi-particle interactions can model price discovery, market impact, and liquidity flow at microsecond resolution.Inside, you will explore: - Fluid Dynamics in Order Books: Modeling order flow continuity, pressure gradients, and viscous resistance in limit order books using Navier-Stokes and continuity equations.- Heat & Diffusion Equations: Applying heat transfer principles and partial differential equations to stochastic volatility modeling, option pricing, and structural drift.- Kinetic Theory & Particle Interactions: Translating Boltzmann transport equations and kinetic theory to describe high-frequency trader interactions, bid-ask spreads, and market impact.- Numerical Implementation: Practical mathematical derivations alongside algorithmic architectures for translating theoretical continuum mechanics into low-latency trading models.Written for readers with a background in mathematics, quantitative finance, or physical sciences, this book provides a rigorous, practical foundation for analyzing high-frequency financial markets through the lens of modern applied physics.

• Reihe: Independently published
• ISBN: 9798173886743
• Sprache: Englisch
• Erscheinungsdatum: 13.09.2026
• Größe: 229 x 152 mm
• Verlag: Independently published
• Herausgegeben von: Alice Schwartz