Patent US 8,548,890

Patent №

US 8,548,890

Granted

Owner

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

12927175

A system and method efficiently solve the expected utility maximization problem in large-scale financial asset portfolio optimization. The system and method solve the expected utility maximization problem employing a factor representation of asset returns. Additionally, the system and method calibrate the optimization model to a benchmark to obtain unconditional mean returns and enable active management based on conditional expected return predictions. The system and method also enable options to be considered as part of the portfolio.

AI classification

Machine learning1.00
Planning1.00
Evolutionary computation1.00
Knowledge representation1.00
AI hardware1.00
Natural language0.00
Speech0.00
Vision0.00
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