Market Data-Driven Simulation of Order Book Mechanics

Patent №

US 9,710,784

Granted

2017-07-18

Filed 2008

Owner

PROGRESS SOFTWARE CORPORATION

Lab

AI components

3

planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12060109

A system and a method are disclosed for simulating data driven market order exchange mechanics. An event processing engine receives a feed of market data and forwards it to an exchange simulator. The feed of market data may be recorded market data, live relayed market data, or simulated market data. A series of order requests is also received. The order requests are market order or limit orders, and can include new orders, amend orders, or cancel orders. The feed of market data is analyzed and an inference algorithm is applied by making probabilistic inferences to determine what actions may have occurred to produce the received feed of market data. A second series of order requests are produced. The received order requests and the second series of order requests are combined with normal exchange rules to produce a stream of simulated market data and a series of updated order requests.

AI classification

Planning1.00
Evolutionary computation0.80
AI hardware0.60
Natural language0.18
Knowledge representation0.18
Machine learning0.00
Vision0.00
Speech0.00

Ownership

PROGRESS SOFTWARE CORPORATION

assignment · 209360093

Assignors

AMOS, MATTHEW THOMAS STEPHEN

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

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