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公开(公告)号：US20230343003A1
公开(公告)日：2023-10-26
申请号：US18214640
申请日：2023-06-27
发明人： Caleb Bridges King , Ryan Adam Lekivetz , Joseph Albert Morgan , Yeng Saanchi , Bradley Allen Jones
IPC分类号： G06T11/20 , G06F3/04847
CPC分类号： G06T11/206 , G06F3/04847 , G06T2200/24
摘要： A computing device receives a target value for a design quality metric. The target value indicates a desired quality of a design of an experiment and is related to an input parameter by a response curve. The computing device also validates the target value as being in a feasibility range for the design quality metric, and if so, determines a candidate value for the input parameter that yields a calculated value for the design quality metric. To determine the calculated value, the computing device iteratively adjusts the candidate value until the calculated value is within a predetermined tolerance of the target value. The computing device then updates an interactive graph visually representing the calculated value for the design quality metric as a function of the candidate value for the input parameter and outputs a graph visually representing the relationship that exists between the candidate value and the calculated value.
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公开(公告)号：US11699000B2
公开(公告)日：2023-07-11
申请号：US17883065
申请日：2022-08-08
发明人： Ryan Adam Lekivetz , Joseph Albert Morgan , Caleb Bridges King , Bradley Allen Jones , Mark Wallace Bailey , Jacob Davis Rhyne
IPC分类号： G06F30/20 , G06F3/04847 , G06F30/12 , G06F9/451
CPC分类号： G06F30/12 , G06F3/04847 , G06F9/453 , G06F30/20
摘要： An apparatus includes a processor to: generate variants of an experiment design based on varied parameters; for each variant, estimate terms based on the model, and derive an optimality value; present a table of the variants including a column for each varied parameter and a column for the optimality value, a row for each variant, and a bar graph for each column depicting a distribution of the values therein; present function controls operable to select a function to perform on row(s) of the table in response to selection of a bar of a bar graph of a column; in response to selection of a function, change the current function to the selected function; and in response to a selection of a bar of a bar graph of a column, perform the current function on row(s) based on instances of the value associated with selected bar.
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公开(公告)号：US11663374B2
公开(公告)日：2023-05-30
申请号：US17883193
申请日：2022-08-08
发明人： Ryan Adam Lekivetz , Joseph Albert Morgan , Caleb Bridges King , Bradley Allen Jones , Mark Wallace Bailey , Jacob Davis Rhyne
IPC分类号： G06F30/12 , G06F9/451 , G06F3/04847
CPC分类号： G06F30/12 , G06F3/04847 , G06F9/453
摘要： An apparatus includes a processor to: present prompts guiding selection of first subset terms for estimation of variants of an experiment design based on a model thereof, and second subset terms for estimation using Bayesian modification; monitor for selections of term; in response to each change in the first subset terms, determine whether all first subset terms can be estimated based on the model; in response to the first subset including too many terms, present an indication of too many terms being selected for estimation based on the model; in response to the first subset including fewer terms than can be estimated based on the model, present an indication that more terms could be selected for estimation based on the model; and for each variant of the experiment design, estimate each first subset term based on the model, and estimate each second subset term using Bayesian modification.
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公开(公告)号：US20230040772A1
公开(公告)日：2023-02-09
申请号：US17883193
申请日：2022-08-08
发明人： Ryan Adam Lekivetz , Joseph Albert Morgan , Caleb Bridges King , Bradley Allen Jones , Mark Wallace Bailey , Jacob Davis Rhyne
IPC分类号： G06F30/12 , G06F3/04847 , G06F9/451
摘要： An apparatus includes a processor to: present prompts guiding selection of first subset terms for estimation of variants of an experiment design based on a model thereof, and second subset terms for estimation using Bayesian modification; monitor for selections of term; in response to each change in the first subset terms, determine whether all first subset terms can be estimated based on the model; in response to the first subset including too many terms, present an indication of too many terms being selected for estimation based on the model; in response to the first subset including fewer terms than can be estimated based on the model, present an indication that more terms could be selected for estimation based on the model; and for each variant of the experiment design, estimate each first subset term based on the model, and estimate each second subset term using Bayesian modification.
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公开(公告)号：US11561690B2
公开(公告)日：2023-01-24
申请号：US17731715
申请日：2022-04-28
IPC分类号： G06F3/04847 , G01N3/02
摘要： A computing device receives a request for a design of a combinatorial test for a test system. The device receives a run indication of a total quantity of test cases for the design, a factor indication of a total quantity of factors, and/or a strength indication for a covering array. The device generates an updated design by: selecting test case(s) to remove from a first design; or adding test case(s) to the first design. The first design comprises a set of test cases that represent the covering array according to the strength indication. The updated design is constrained to the total quantity of test cases as indicated by the run indication. The device outputs a respective setting for each test condition for at least one test case of the updated design for testing the test system.
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公开(公告)号：US20230281347A1
公开(公告)日：2023-09-07
申请号：US17982872
申请日：2022-11-08
发明人： Bradley Allen Jones , Joseph Albert Morgan , Mark Wallace Bailey , Jacob Davis Rhyne , Ryan Adam Lekivetz , Caleb Bridges King
CPC分类号： G06F30/12 , G06F30/27 , G06F2111/06
摘要： A computing device receives user input for a design of an experiment. The user input indicates respective factor identities for factors in the design of the experiment, respective response identities for responses to options for the factors in the design, and a user-defined objective for the one or more responses. Additionally, based on the user input, the computing device displays a subset of a set of multiple model types and a user-definable amount of design runs for the design. Each design run presents settings according to the design for each of the factors. The computing device also receives settings indicating a user-selected model type from the subset and a user-defined amount of design runs, and based on the settings, selects one or more design construction criteria for generating the design. The computing device then generates the design according to the design construction criteria.
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公开(公告)号：US20230274051A1
公开(公告)日：2023-08-31
申请号：US17881120
申请日：2022-08-04
发明人： Caleb Bridges King , Joseph Albert Morgan , Ryan Adam Lekivetz , Bradley Allen Jones , Jacob Davis Rhyne
IPC分类号： G06F30/20 , G06F30/12 , G06F3/0482 , G06F3/04845
CPC分类号： G06F30/20 , G06F30/12 , G06F3/0482 , G06F3/04845
摘要： A computing device obtains first and second factors for a nesting design and first and second sets of candidate options for the first and second factors, respectively. The computing device also receives a nesting indication that the second factor is nested within the first factor. The computing device generates the nesting design by portioning the first and second sets of candidate options into respective first and second different sets of groups. Based on the nesting indication, the computing device generates an assignment of groups for a design, and also selects options in the nesting design for the first and second factors based on the assignment of groups. The computing device also generates terms for a computer model for a computer simulation of the nesting design, as well as one or more computer-generated assessments of the nesting design based on the computer simulation.
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公开(公告)号：US11699006B1
公开(公告)日：2023-07-11
申请号：US17872072
申请日：2022-07-25
发明人： Caleb Bridges King , Ryan Adam Lekivetz , Joseph Albert Morgan , Yeng Saanchi , Bradley Allen Jones
IPC分类号： G06F30/20 , G06F16/901 , G06F30/12
CPC分类号： G06F30/20 , G06F16/9024 , G06F30/12
摘要： A computing device obtains settings for a design of an experiment. The settings include a first sample size that indicates an amount of members for a first group observed as part of the experiment, a design quality metric that assesses, based on the first sample size, a quality of the design for the experiment prior to conducting the experiment, and a parameter pertaining to the first group. The computing device also displays first and second graphs of the design quality metric on a graphical user interface. The first graph is displayed as a function of the first sample size and the second graph is displayed as a function of the parameter pertaining to the first group. The computing device also receives a first user indication to change one or more of the settings, and then updates both the first and second graphs to account for the first user indication.
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公开(公告)号：US11854127B2
公开(公告)日：2023-12-26
申请号：US18214640
申请日：2023-06-27
发明人： Caleb Bridges King , Ryan Adam Lekivetz , Joseph Albert Morgan , Yeng Saanchi , Bradley Allen Jones
IPC分类号： G06T11/20 , G06F3/04847
CPC分类号： G06T11/206 , G06F3/04847 , G06T2200/24
摘要： A computing device receives a target value for a design quality metric. The target value indicates a desired quality of a design of an experiment and is related to an input parameter by a response curve. The computing device also validates the target value as being in a feasibility range for the design quality metric, and if so, determines a candidate value for the input parameter that yields a calculated value for the design quality metric. To determine the calculated value, the computing device iteratively adjusts the candidate value until the calculated value is within a predetermined tolerance of the target value. The computing device then updates an interactive graph visually representing the calculated value for the design quality metric as a function of the candidate value for the input parameter and outputs a graph visually representing the relationship that exists between the candidate value and the calculated value.
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公开(公告)号：US11977820B1
公开(公告)日：2024-05-07
申请号：US18380646
申请日：2023-10-16
发明人： Peng Liu , Mark Wallace Bailey , Bradley Allen Jones , Caleb Bridges King , Ryan Adam Lekivetz , Joseph Albert Morgan , Jacob Davis Rhyne
IPC分类号： G06F30/12 , G06F3/0482 , G06F3/04847
CPC分类号： G06F30/12 , G06F3/0482 , G06F3/04847
摘要： A system, method, and computer-program product includes displaying a plurality of factor-setting user interface (UI) control elements configured to receive an input of characters for specifying a set of design of experiment factors for creating a design of experiment (DOE), displaying a plurality of factor type UI control elements configured to receive input for specifying a factor type of a plurality of factor types, displaying a plurality of dynamic rows of editable UI control elements configured to receive inputs of experimental values for the set of DOE factors, and displaying a composite factor UI control component configured to receive inputs for generating one or more control signals that add or remove one or more DOE factors of the set of DOE factors.
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