SYSTEM AND METHOD FOR ESTIMATING AND OPTIMIZING TRANSACTION COSTS

Patent №

US 7,974,906

Granted

2011-07-05

Filed 2002

Owner

ITG, INC.

Lab

AI components

2

ml · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10166719

A method and system for forecasting the transaction cost of a portfolio trade execution that may be applied to any given trade strategy or an optimal trade strategy that minimizes transaction costs. In preferred embodiments, a server comprises one or more computers that act as an automated forecaster whereby it accepts user-defined input variables from customers and generates a transaction cost estimation report based on those variables. The server is programmed with specific transaction cost estimation and optimization algorithms that model the transaction costs of a specific trade execution based on the user's trading profile and market variables.

Machine learningPlanningG06Q 40/04G06Q 10/04G06Q 40/00

AI classification

Planning1.00
Machine learning0.99
Knowledge representation0.17
Evolutionary computation0.06
AI hardware0.02
Natural language0.00
Speech0.00
Vision0.00

Ownership

ITG, INC.

assignment · 132720146

Assignors

MADHAVAN, ANANTH, ASRIEV, ARTEM V.

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

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