Honda motor co., ltd. (20240330406). INFORMATION-PROCESSING DEVICE, INFORMATION-PROCESSING METHOD, AND COMPUTER-READABLE STORAGE MEDIUM simplified abstract
Contents
INFORMATION-PROCESSING DEVICE, INFORMATION-PROCESSING METHOD, AND COMPUTER-READABLE STORAGE MEDIUM
Organization Name
Inventor(s)
Atsushi Yamamoto of Wako-shi (JP)
INFORMATION-PROCESSING DEVICE, INFORMATION-PROCESSING METHOD, AND COMPUTER-READABLE STORAGE MEDIUM - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240330406 titled 'INFORMATION-PROCESSING DEVICE, INFORMATION-PROCESSING METHOD, AND COMPUTER-READABLE STORAGE MEDIUM
Simplified Explanation: The patent application describes a method for information processing that involves generating new individuals by changing values of explanatory variables based on probabilities and fitness degrees.
- Individuals are selected from a group with multiple explanatory variables.
- New individuals are created by changing values of variables based on probabilities.
- Fitness degrees are calculated for each individual to select for the next generation.
Key Features and Innovation:
- Generation of new individuals by changing values of explanatory variables.
- Selection based on probabilities and fitness degrees.
- Utilization of combinations of values for explanatory variables.
Potential Applications: This technology could be applied in fields such as genetic algorithms, optimization problems, and machine learning.
Problems Solved:
- Efficient generation of new individuals in information processing.
- Improved selection process based on fitness degrees.
Benefits:
- Enhanced optimization in data processing.
- Increased efficiency in solving complex problems.
Commercial Applications: Potential commercial applications include data analysis software, optimization tools, and genetic algorithm implementations.
Prior Art: Readers can explore prior research in genetic algorithms, optimization methods, and machine learning techniques for related information.
Frequently Updated Research: Stay updated on advancements in genetic algorithms, optimization algorithms, and information processing methods for relevant research.
Questions about Information Processing: 1. How does the method in the patent application improve upon existing algorithms for generating new individuals? 2. What are the potential real-world applications of this technology beyond theoretical simulations?
Original Abstract Submitted
an information-processing method executed by an information-processing device includes: generating a new individual by changing a value of part of explanatory variables of an individual selected with a first probability from current generation data, which has n individuals (n is an integer of three or more) and in which each individual is an explanatory variable group having a plurality of explanatory variables, to a target value based on a value of a corresponding explanatory variable of another individual; generating a new individual by changing a value of part of explanatory variables of an individual selected with a second probability from the current generation data to another value; and selecting n individuals of next generation data from the n individuals and the generated individual based on a fitness degree calculated from an explanatory variable group for each individual, wherein an explanatory variable having a value defined by a combination condition is set to take a value represented by one of a plurality of combinations constituted of a plurality of values determined in advance.
