Aggregated multi-objective optimization
AssigneeInternational Business Machines Corporation
InventorTakayuki Yoshizumi
Life of this patent
Estimating the term…
Abstract
Groups of metrics to form objective functions may be generated by obtaining a judgment that represents whether a first subject is comparable to a second subject, obtaining a plurality of evaluation values for each of the first subject and the second subject, each evaluation value corresponding to a metric among a plurality of metrics, comparing, for each metric, a corresponding evaluation value of a first subject to a corresponding evaluation value of the second subject, and generating one or more groups based on a result of the comparison and the judgment, each group of the one or more groups including at least one metric of the plurality of metrics, wherein metrics in each group are determined to be comparable with respect to evaluating subjects.
Claims25
A generating apparatus comprising:
- a processor;
- and
- one or more computer readable mediums collectively including instructions that, when executed by the processor, cause the processor to:
- obtain a judgment that represents whether a first subject is comparable to a second subject;
- obtain a plurality of evaluation values for each of the first subject and the second subject, each evaluation value corresponding to a metric among a plurality of metrics;
- compare, for each metric, a corresponding evaluation value of the first subject to a corresponding evaluation value of the second subject;
- and
- generate one or more groups based on a result of the comparison and the judgment, each group of the one or more groups including at least one metric of the plurality of metrics, wherein metrics in each group are determined to be comparable with respect to evaluating subjects.
A method comprising:
- obtaining a judgment that represents whether a first subject is comparable to a second subject;
- obtaining a plurality of evaluation values for each of the first subject and the second subject, each evaluation value corresponding to a metric among a plurality of metrics;
- comparing, for each metric, a corresponding evaluation value of a first subject to a corresponding evaluation value of the second subject;
- and
- generating one or more groups based on a result of the comparison and the judgment, each group of the one or more groups including at least one metric of the plurality of metrics, wherein metrics in each group are determined to be comparable with respect to evaluating subjects.
A computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a computer to cause the computer to perform operations comprising:
- obtaining a judgment that represents whether a first subject is comparable to a second subject;
- obtaining a plurality of evaluation values for each of the first subject and the second subject, each evaluation value corresponding to a metric among a plurality of metrics;
- comparing, for each metric, a corresponding evaluation value of a first subject to a corresponding evaluation value of the second subject;
- and
- generating one or more groups based on a result of the comparison and the judgment, each group of the one or more groups including at least one metric of the plurality of metrics, wherein metrics in each group are determined to be comparable with respect to evaluating subjects.
A generating apparatus comprising:
- an obtaining section configured to obtain a judgment that represents whether a first subject is comparable to a second subject and a plurality of evaluation values for each of the first subject and the second subject, each evaluation value corresponding to a metric among a plurality of metrics;
- a comparing section configured to compare, for each metric, a corresponding evaluation value of a first subject to a corresponding evaluation value of the second subject;
- and
- a generating section configured to generate one or more groups based on a result of the comparison and the judgment, each group of the one or more groups including at least one metric of the plurality of metrics, wherein metrics in each group are determined to be comparable with respect to evaluating subjects.
A method comprising:
- generating one or more groups based on a result of a judgment, the judgement representing whether a first subject is comparable to a second subject, and a plurality of evaluation values for each of the first subject and the second subject, each evaluation value corresponding to a metric among a plurality of metrics, each group of the one or more groups including at least one metric of the plurality of metrics,
- wherein metrics in each group are determined to be comparable with respect to evaluating subjects, based on a comparison, for each metric, of evaluation values of the first subject and the second subject that correspond to the metric.
Dependencies are inferred from the claim text.