SYMMETRIC RANDOM SCATTER PROCESS FOR PROBABILISTIC MODELING SYSTEM FOR PRODUCT DESIGN
Patent №
US 7,877,239
Granted
2011-01-25
Filed 2006
Owner
CATERPILLAR INC.
Lab
—
AI components
5
ml · vision · kr · planning · evo
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
11477515
A method is provided for designing a product. The method may include obtaining data records relating to one or more input variables and one or more output parameters associated with the product and selecting one or more input parameters from the one or more input variables. The method may also include generating a computational model indicative of interrelationships between the one or more input parameters and the one or more output parameters based on the data records and providing a set of constraints to the computational model representative of a compliance state for the product. Further the method may include using the computational model and the provided set of constraints to generate statistical distributions for the one or more input parameters based on a symmetric random scatter process and the one or more output parameters. The one or more input parameters and the one or more output parameters represent a design for the product.
AI classification
Ownership
CATERPILLAR INC.
assignment · 180710111
Assignors
GRICHNIK, ANTHONY J., SESKIN, MICHAEL
On an employer assignment, the assignors are typically the inventors.