OPTIMIZING BUSINESS PROCESS MANAGEMENT MODELS

Patent №

US 8,938,375

Granted

2015-01-20

Filed 2011

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

13270799

A method of optimizing a Business Process Management (BPM) model, where the model is associated with a plurality of key performance indicators depending on a control parameter vector that includes a plurality of control parameters, may include separating the plurality of control parameters into a linear control parameter vector and a non-linear control parameter vector. A set of candidate values may be iteratively calculated for the control parameter vector. Each candidate value may be determined for a preselected value of a non-linear control parameter belonging to the non-linear control parameter vector from execution of a mixed integer program model associated with the BPM model, the key performance indicators and the preselected value of the non-linear control parameter vector. The method may further include adjusting the BPM model based on at least one of the candidate values.

AI classification

Planning1.00
Evolutionary computation1.00
AI hardware0.97
Machine learning0.95
Vision0.33
Knowledge representation0.30
Natural language0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 270500410

Assignors

MOLL, GEORGES-HENRI

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

From the same owner

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