| US 7,516,095 B1 | ||
| Stochastic control system and method for multi-period consumption | ||
| Nicolo G. Torre, Oakland, Calif. (US); and Andrew T. Rudd, Orinda, Calif. (US) | ||
| Assigned to Advisor Software, Inc., Lafayette, Calif. (US) | ||
| Filed on Feb. 27, 2008, as Appl. No. 12/38,712. | ||
| Claims priority of provisional application 60/979765, filed on Oct. 12, 2007. | ||
| Int. Cl. G06Q 40/00 (2006.01) | ||
| U.S. Cl. 705—35 [705/36; 705/37] | 13 Claims |

| 1. A computer-implemented method for generating a recommended a control action policy in a multi-year planning setting, the
method including:
retrieving mean return, variance and covariance data for multiple of classes of prospective investments;
retrieving pay and likelihood of unemployment estimates for human capital and covariance estimates between the human capital
and the prospective investments;
retrieving house price return and variance data for housing resources and covariance estimates between the housing resources
and the prospective investments;
electronically calculating, from the retrieved data and estimates, returns on alternative diversified portfolios that include
the prospective investments, the human capital and the housing resources;
filtering among the alternative diversified portfolios so that the human capital and the housing resource components of the
diversified portfolios conform to resources of an investor and goals set by the investor for retirement age and for holding
or selling the housing resources;
receiving data into computer memory and processing the data to generate a search grid spanning and subdividing at least
a time horizon,
potential resource values for the investor's portfolio,
a range of spending levels that satisfy essential goals of the investor and are then applied to satisfying the investor's
non-essential goals, and
the range of risk taking levels; and
working backwards through the time horizon,
using a computer to evaluate potential control actions for particular times and resource values within the search grid,
selecting recommended control actions for the particular times and resource values, the control actions setting spending and
risk taking levels for the particular times, and
combining the control actions into a control action policy that includes the recommended spending and risk taking levels for
combinations of the particular times and resource values;
wherein using the computer to evaluate the potential control actions for the particular times and resource values includes
calculating a utility of potential spending and risk taking levels,
such that the utility at a specific time and resource value for the potential spending and risk taking levels combines at
least
a utility in the specific time of the spending and
a future expected utility through the end of the time horizon of future spending and risk taking levels; and
such that the utility calculation recognizes a greater utility of satisfying the essential goals than of satisfying the non-essential
goals; and
outputting at least part of the control action policy for the time horizon and the potential resource values, including recommendations
for the spending and the risk taking levels.
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