PREDICTING THE OUTCOME OF A CHAOTIC SYSTEM USING LYAPUNOV EXPONENTS

Patent №

US 8,768,874

Granted

2014-07-01

Filed 2011

Owner

ARMY, THE UNITED STATES OF AMERICA AS REPRESENTED BY THE SECRETARY OF THE

Lab

AI components

3

ml · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13082824

Systems and methods for predicting the outcome of chaotic systems are described. An example of a prediction system disclosed herein includes, in general, functional elements to vary the initial conditions of a chaotic system and calculate a plurality of possible trajectories for the chaotic system. The prediction system also includes calculating a Lyapunov exponent for each of the plurality of possible trajectories and selecting the trajectory with the smallest Lyapunov exponent as the most likely trajectory to occur.

AI classification

Evolutionary computation1.00
Machine learning0.95
AI hardware0.83
Knowledge representation0.03
Planning0.00
Natural language0.00
Vision0.00
Speech0.00

Ownership

ARMY, THE UNITED STATES OF AMERICA AS REPRESENTED BY THE SECRETARY OF THE

assignment · 262220943

Assignors

VIDEEN, GORDEN, DALLING, ROBERT H.

On an employer assignment, the assignors are typically the inventors.

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