Granted Patent B2

US 12,393,749 · App. 18/819,134 · Granted Aug 19, 2025

Inventors: Caleb Bridges King (Morrisville, NC); Joseph Albert Morgan (Raleigh, NC); Ryan Adam Lekivetz (Cary, NC); Bradley Allen Jones (Cary, NC); Jacob Davis Rhyne (Dallas, NC)

Assignee: JMP STATISTICAL DISCOVERY LLC

G06F30/20G06F3/0482G06F3/04845G06F30/12

Abstract

Claims (129)

1. A computer-program product tangibly embodied in a non-transitory machine-readable storage medium, the computer-program product including system instructions configured to cause a computing system to:

generate a nesting design by:

generating a first icon representing a first factor of a nesting design structure, wherein the first icon is generated to comprise a first boundary defining a periphery of the first icon and a first nesting control positioned within the first boundary;

detecting an actuation of the first nesting control;

responsive to the detecting:

generating a second icon representing a second factor of the nesting design structure, wherein the second icon is generated to comprise a second boundary defining a periphery of the second icon and a second nesting control within the second boundary; and

for each of the first and second factors, generating one or more relationships between each other and one or more other factors of the nesting design structure; and

outputting the first and second icons to an interactive graphical user interface such that the second icon is displayed as being nested within the first icon;

generate a computer model configured to control a computer simulation of the nesting design by dynamically assigning, as input into the computer model, one or more model design cases to be executed by the computer simulation of the nesting design structure based on the nesting design structure and the one or more relationships and wherein the computing system constrains an amount of terms that comprise the computer model according to the nesting design structure in which the second icon is nested within the first icon;

provide the computer model as input into the computer simulation, wherein the computer model controls execution of the computer simulation according to the nesting design structure and the one or more relationships;

generate a computer-generated assessment of the nesting design based on a result of execution of the computer simulation; and

output the computer-generated assessment of the nesting design to the interactive graphical user interface, wherein the computer-generated assessment graphically represents performance metrics of the nesting design in which the second icon is nested within the first icon.

2. The computer-program product of claim 1 , wherein to generate the nesting design, the system instructions are further configured to cause the computing system to obtain, via the interactive graphical user interface:

the first and second factors for the nesting design; and

first and second sets of candidate options for the first and second factors, respectively.

3. The computer-program product of claim 2 , wherein to generate the nesting design, the system instructions are further configured to cause the computing system to:

portion the first set of candidate options into at least two groups of a first set of groups;

portion the second set of candidate options into at least two groups of a second set of groups, wherein the first set of groups and the second set of groups are different;

generate, responsive to the detecting of the actuation of the first nesting control, a group assignment for the nesting design, wherein the group assignment assigns a first group from the first set of groups for use with a second group of the second set of groups in the nesting design; and

select, based on the group assignment, the first and second factors from the first and second sets of groups, wherein the first factor is selected from a first group in the first set of groups and wherein the second factor is selected from a second group in the second set of groups, and wherein the second group in the second set of groups is assigned to the first group in the first set of groups.

4. The computer-program product of claim 3 :

wherein the first factor is a categorical factor, and wherein the first set of candidate options comprise category options for the first factor; and

wherein the second factor is a continuous factor, and wherein the second set of candidate options comprises a range set of one or more ranges for options for the second factor.

5. The computer-program product of claim 4 :

wherein to portion the first set of candidate options, the system instructions are configured to cause the computing system to distribute the category options to each group of the first set of groups; and

wherein to portion the second set of candidate options, the system instructions are configured to cause the computing system to distribute the category options to each group of the second set of groups.

6. The computer-program product of claim 1 , wherein the system instructions are further configured to cause the computing system to obtain, via the interactive graphical user interface, an indication that the first and second factors are crossed.

7. The computer-program product of claim 6 , wherein responsive to obtaining the indication that the first and second factors are crossed, the system instructions are further configured to cause the computing system to:

generate a cross-factor indicator for display to the user, wherein the cross-factor indicator graphically indicates that the first factor is crossed with the second factor according to the nesting design; and

output the cross-factor indicator to the interactive graphical user interface, wherein the cross-factor indicator is displayed on the interactive graphical user interface within one of the first and second icons.

8. The computer-program product of claim 1 , wherein the system instructions are further configured to cause the computing system to:

receive, via the interactive graphical user interface, a change indication to change one or more of:

an amount of factors in the nesting design;

an amount or range of candidate options for a given factor of the nesting design; and

an amount of design cases that are duplicated in the nesting design; and

update the interactive graphical user interface to display at least one updated computer-generated assessment accounting for the change indication.

9. The computer-program product of claim 1 , wherein responsive to detecting a subsequent actuation of the first nesting control, the system instructions are further configured to cause the computing system to:

generate a third icon representing a third factor of the nesting design structure, wherein the third icon is generated to comprise a third boundary defining a periphery of the third icon and a third nesting control positioned within the third boundary; and

output the third icon to the interactive graphical user interface such that the third icon is displayed as being nested within the first icon.

10. The computer-program product of claim 9 , wherein the system instructions are further configured to cause the computing system to:

generate a cross-factor indicator for display to the user, wherein the cross-factor indicator graphically indicates that the third factor is crossed with the first factor according to the nesting design; and

output the cross-factor indicator to the interactive graphical user interface, wherein the cross-factor indicator is displayed on the interactive graphical user interface within the boundary of the third icon.

11. The computer-program product of claim 1 , wherein responsive to detecting an actuation of the second nesting control, the system instructions are further configured to cause the computing system to:

generate a third icon representing a third factor of the nesting design structure, wherein the third icon is generated to comprise a third boundary defining a periphery of the third icon and a third nesting control positioned within the third boundary; and

output the third icon to the interactive graphical user interface such that the third icon is displayed as being nested within the second icon.

12. The computer-program product of claim 11 , wherein the system instructions are further configured to cause the computing system to:

generate a cross-factor indicator for display to the user, wherein the cross-factor indicator graphically indicates that the third factor is crossed with the second factor according to the nesting design; and

output the cross-factor indicator to the interactive graphical user interface, wherein the cross-factor indicator is displayed on the interactive graphical user interface within the boundary of the third icon.

13. The computer-program product of claim 1 , wherein the system instructions are further configured to cause the computing system to:

generate a third icon representing a third factor of the nesting design structure, wherein the third icon is generated to comprise a third boundary defining a periphery of the third icon and a third nesting control positioned within the third boundary; and

output the third icon to the interactive graphical user interface such that the third icon is displayed externally to the boundaries of the first and second icons.

14. The computer-program product of claim 13 , wherein the system instructions are further configured to cause the computing system to:

generate a cross-factor indicator for display to the user, wherein the cross-factor indicator graphically indicates that the third factor is crossed with one or both of the first and second factors according to the nesting design; and

output the cross-factor indicator to the interactive graphical user interface, wherein the cross-factor indicator is displayed on the interactive graphical user interface within the boundary of the third icon.

15. The computer-program product of claim 1 , wherein the system instructions are further configured to cause the computing system to obtain, via the interactive graphical user interface:

a third factor for the nesting design; and

a third set of candidate options for the third factor.

16. The computer-program product of claim 15 , wherein to generate the nesting design, the system instructions are further configured to cause the computing system to:

portion the third set of candidate options into at least two groups of a third set of groups, wherein the third set of groups is different from the first and second set of groups;

generate, responsive to the detecting of the actuation of the first nesting control, a group assignment for the nesting design, wherein the group assignment assigns a first group from one of the first and second set of groups for use with the third set of groups; and

select, based on the group assignment, the third factor from the third set of groups.

17. The computer-program product of claim 15 , wherein to generate the nesting design, the system instructions are further configured to cause the computing system to distribute one or more selected options for the third factor from the third set of candidate options in design cases having factors that are crossed with the third factor.

18. The computer-program product of claim 1 , wherein the computing system is configured to generate terms for the computer model by determining, based on one or more factor statuses for the first factor, one or more model types, the first factor indicating one or more of:

the first factor is nesting another factor of the nesting design;

the first factor is nested within another factor of the nesting design; and

the first factor is crossed with another factor of the nesting design.

19. The computer-program product of claim 1 , wherein the generated computer-generated assessment indicates one or more of:

a variability caused by a factor of a measurement system analysis;

a likelihood of classification into one of multiple groups for a product set according to a measurement standard; and

a likelihood of going beyond a threshold that is related to the measurement standard.

20. The computer-program product of claim 1 , wherein to generate the computer-generated assessment, the system instructions are configured to cause the computing system to:

generate a set of computer instructions for execution by the computing system;

execute the set of computer instructions; and

based on the execution of the set of computer instructions, generate the interactive graphical user interface to comprise one or more graphical representations of the computer-generated assessment.

21. A computer-implemented method comprising:

generating a nesting design by:

generating a first icon representing a first factor of a nesting design structure, wherein the first icon is generated to comprise a first boundary defining a periphery of the first icon and a first nesting control positioned within the first boundary;

detecting an actuation of the first nesting control;

responsive to the detecting:

generating a second icon representing a second factor of the nesting design structure, wherein the second icon is generated to comprise a second boundary defining a periphery of the second icon and a second nesting control within the second boundary; and

for each of the first and second factors, generating one or more relationships between each other and one or more other factors of the nesting design structure; and

outputting the first and second icons to an interactive graphical user interface such that the second icon is displayed as being nested within the first icon;

generating a computer model configured to control a computer simulation of the nesting design by dynamically assigning, as input into the computer model, one or more model design cases to be executed by the computer simulation of the nesting design structure based on the nesting design structure and the one or more relationships and wherein a computing system constrains an amount of terms that comprise the computer model according to the nesting design structure in which the second icon is nested within the first icon;

providing the computer model as input into the computer simulation, wherein the computer model controls execution of the computer simulation according to the nesting design structure and the one or more relationships;

generating a computer-generated assessment of the nesting design based on a result of execution of the computer simulation; and

outputting the computer-generated assessment of the nesting design to the interactive graphical user interface, wherein the computer-generated assessment graphically represents performance metrics of the nesting design in which the second icon is nested within the first icon.

22. The computer-implemented method of claim 21 , further comprising obtaining, via the interactive graphical user interface, an indication that the first and second factors are crossed.

23. The computer-implemented method of claim 22 , wherein responsive to obtaining the indication that the first and second factors are crossed, the method further comprises:

generating a cross-factor indicator for display to the user, wherein the cross-factor indicator graphically indicates that the first factor is crossed with the second factor according to the nesting design; and

outputting the cross-factor indicator to the interactive graphical user interface, wherein the cross-factor indicator is displayed on the interactive graphical user interface within one of the first and second icons.

24. The computer-implemented method of claim 21 , wherein responsive to detecting a subsequent actuation of the first nesting control, the method further comprises:

generating a third icon representing a third factor of the nesting design structure, wherein the third icon is generated to comprise a third boundary defining a periphery of the third icon and a third nesting control positioned within the third boundary;

generating a cross-factor indicator for display to the user, wherein the cross-factor indicator graphically indicates that the third factor is crossed with the first factor according to the nesting design;

outputting the third icon to the interactive graphical user interface such that the third icon is displayed as being nested within the first icon; and

outputting the cross-factor indicator to the interactive graphical user interface such that the cross-factor indicator is displayed on the interactive graphical user interface within the boundary of the third icon.

25. The computer-implemented method of claim 21 , wherein responsive to detecting an actuation of the second nesting control, the method further comprises:

generating a third icon representing a third factor of the nesting design structure, wherein the third icon is generated to comprise a third boundary defining a periphery of the third icon and a third nesting control positioned within the third boundary;

generating a cross-factor indicator for display to the user, wherein the cross-factor indicator graphically indicates that the third factor is crossed with the second factor according to the nesting design;

outputting the third icon to the interactive graphical user interface such that the third icon is displayed as being nested within the second icon; and

outputting the cross-factor indicator to the interactive graphical user interface such that the cross-factor indicator is displayed within the boundary of the third icon.

26. The computer-implemented method of claim 21 , the method further comprising:

generating a third icon representing a third factor of the nesting design structure, wherein the third icon is generated to comprise a third boundary defining a periphery of the third icon and a third nesting control positioned within the third boundary;

generating a cross-factor indicator for display to the user, wherein the cross-factor indicator graphically indicates that the third factor is crossed with one or both of the first and second factors according to the nesting design;

outputting the third icon to the interactive graphical user interface such that the third icon is displayed externally to the boundaries of the first and second icons; and

outputting the cross-factor indicator to the interactive graphical user interface, wherein the cross-factor indicator is displayed on the interactive graphical user interface within the boundary of the third icon.

27. The computer-implemented method of claim 21 , wherein generating the computer model comprises determining, based on one or more factor statuses for the first factor, one or more model types, the first factor indicating one or more of:

the first factor is nesting another factor of the nesting design;

the first factor is nested within another factor of the nesting design; and

the first factor is crossed with another factor of the nesting design.

28. The computer-implemented method of claim 21 , wherein the generated computer-generated assessment indicates one or more of:

a variability caused by a factor of a measurement system analysis;

a likelihood of classification into one of multiple groups for a product set according to a measurement standard; and

a likelihood of going beyond a threshold that is related to the measurement standard.

29. The computer-implemented method of claim 21 , wherein generating the computer-generated assessment comprises:

generating a set of computer instructions for execution by the computing system;

executing, by the computing system, the set of computer instructions; and

based on the execution of the set of computer instructions, generating the interactive graphical user interface to comprise one or more graphical representations of the computer-generated assessment.

30. A computing device comprising processing circuitry and memory circuitry, the memory circuitry including instructions executable by the processing circuitry whereby the computing device is configured to:

generate a nesting design by:

generating a first icon representing a first factor of a nesting design structure, wherein the first icon is generated to comprise a first boundary defining a periphery of the first icon and a first nesting control positioned within the first boundary;

detecting an actuation of the first nesting control;

responsive to the detecting;

generating a second icon representing a second factor of the nesting design structure, wherein the second icon is generated to comprise a second boundary defining a periphery of the second icon and a second nesting control within the second boundary; and

for each of the first and second factors, generating one or more relationships between each other and one or more other factors of the nesting design structure; and

outputting the first and second icons to an interactive graphical user interface such that the second icon is displayed as being nested within the first icon;

generate a computer model configured to control a computer simulation of the nesting design by dynamically assigning, as input into the computer model, one or more model design cases to be executed by the computer simulation of the nesting design structure based on the nesting design structure and the one or more relationships and wherein a computing system constrains an amount of terms that comprise the computer model according to the nesting design structure in which the second icon is nested within the first icon;

provide the computer model as input into the computer simulation, wherein the computer model controls execution of the computer simulation according to the nesting design structure and the one or more relationships;

generate a computer-generated assessment of the nesting design based on a result of execution of the computer simulation; and

output the computer-generated assessment of the nesting design to the interactive graphical user interface, wherein the computer-generated assessment graphically represents performance metrics of the nesting design in which the second icon is nested within the first icon.

Assignments (1)

Continuity (4)

References Cited (72)