SYSTEM AND METHOD FOR MANAGING A CHAOTIC EVENT BY OPTIMIZING DECISION SUBDIVISIONS SUBJECT TO MULTIDIMENSIONAL CONSTRAINTS

Patent №

US 7,653,609

Granted

2010-01-26

Filed 2007

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11863992

A method for optimally selecting a subset of decisions from a first plurality of decisions related to management of a chaotic event. The first plurality of decisions related to the chaotic event is received. A heuristic algorithm is used to eliminate a first subset of decisions. The first subset of decisions is in the first plurality of decisions. A second plurality of decisions is formed. The second plurality of decisions comprises the first plurality of decisions less the first subset of decisions. A mathematical optimization algorithm is then used to select a second subset of decisions. The second subset of decisions is within the second plurality of decisions. The mathematical optimization algorithm takes as input at least one constraint and chaotic event information. The second subset of decisions is stored.

AI classification

Evolutionary computation1.00
Machine learning1.00
Planning1.00
Knowledge representation0.97
Vision0.33
AI hardware0.14
Natural language0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 198970975

Assignors

FRIEDLANDER, ROBERT R., KHAN, ANWER MUJAHID, KRAEMER, JAMES R.

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

From the same owner

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