Optimization of trading physics models of markets.

Autor: Ingber L; Lester Ingber Research, Chicago, IL 60606, USA. ingber@ingber.com, Mondescu RP
Jazyk: angličtina
Zdroj: IEEE transactions on neural networks [IEEE Trans Neural Netw] 2001; Vol. 12 (4), pp. 776-90.
DOI: 10.1109/72.935091
Abstrakt: We describe an end-to-end real-time S&P futures trading system. Inner-shell stochastic nonlinear dynamic models are developed, and canonical momenta indicators are derived from a fitted Lagrangian used by outer-shell trading models dependent on these indicators. Recursive and adaptive optimization using adaptive simulated annealing is used for fitting parameters shared across these shells of dynamics and trading models.
Databáze: MEDLINE