STOCHASTIC CONTROL SYSTEM AND METHOD FOR MULTI-PERIOD CONSUMPTION

Patent №

US 7,516,095

Granted

2009-04-07

Filed 2008

Owner

ADVISOR SOFTWARE, INC.

+1 more

Lab

AI components

1

planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

12038712

The present invention relates to dynamic optimization of system control over time. The need for dynamic optimization arises in many settings, as diverse as solar car power consumption during a multi-day race and retirement portfolio management. We disclose a reformulation of the control problem that overcomes the so-called “curse of dimensionality” and allows formulation of optimal control policies multiple period planning horizons. One optimal control policy is for power consumption by a solar car during a race, which involves many course segments, as course conditions vary through a day. Another is for risk in and consumption from a portfolio intended to support retirement. Both multi-period control policies take into account future uncertainty. Particular aspects of the present invention are described in the claims, specification and drawings.

PlanningG06Q 40/06G06Q 10/10G06Q 40/00G06Q 40/04G06Q 40/08

AI classification

Planning1.00
Machine learning0.11
Knowledge representation0.00
AI hardware0.00
Evolutionary computation0.00
Natural language0.00
Speech0.00
Vision0.00

Ownership

ADVISOR SOFTWARE, INC.

assignment · 205740775

REFINITIV US LLC

assignment · 537530838

Assignors

TORRE, NICOLO G., RUDD, ANDREW T.

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

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