Honda motor co., ltd. (20240330539). INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM simplified abstract
Contents
INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM
Organization Name
Inventor(s)
INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240330539 titled 'INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM
Simplified Explanation: The patent application describes a method for identifying and replacing individuals in a dataset that do not meet certain constraint conditions.
- An information processing device checks for deviations from a constraint condition across multiple explanatory variables for each individual.
- If a deviation is found, the device resets the value to meet the constraint condition.
- It then checks if the reset values satisfy individual constraint conditions related to each explanatory variable.
- Individuals with reset values deviating from the constraint conditions are replaced with clones of other individuals in the dataset.
Key Features and Innovation:
- Identification of individuals not meeting constraint conditions.
- Resetting values to meet constraints.
- Replacement of non-compliant individuals with clones from the dataset.
Potential Applications: This technology could be applied in data analysis, quality control processes, and optimization algorithms.
Problems Solved:
- Ensuring data consistency.
- Improving the accuracy of analysis.
- Enhancing the reliability of datasets.
Benefits:
- Increased data quality.
- Enhanced analysis precision.
- Improved decision-making based on accurate data.
Commercial Applications: This technology could be valuable in industries such as finance, healthcare, and manufacturing for data validation and optimization processes.
Prior Art: Readers can explore prior research on constraint satisfaction problems and data cleaning algorithms for related information.
Frequently Updated Research: Stay informed about advancements in constraint handling techniques and data validation methods for continuous improvement in data processing.
Questions about the Technology: 1. How does the technology ensure the replaced individuals meet the necessary constraint conditions? 2. What are the potential challenges in implementing this technology in large datasets?
Original Abstract Submitted
an information processing device determines presence or absence of an explanatory condition deviating from the pullback constraint, which is a constraint condition across a plurality of explanatory variables for each individual that has been generated, resets a reset value satisfying the pullback constraint with respect to the plurality of explanatory variables deviating from the pullback constraint, determines whether or not each of reset values of the plurality of explanatory variables satisfies an individual constraint condition, which is a constraint condition related to each explanatory variable, and replaces a constraint deviation individual, which is an individual having a reset value of an explanatory variable deviating from the individual constraint condition, with a clone of an individual selected from the n individuals when the constraint deviation individual is present.
