18454843. STORAGE MEDIUM, DATA PROCESSING APPARATUS, AND DATA PROCESSING METHOD simplified abstract (Fujitsu Limited)
Contents
STORAGE MEDIUM, DATA PROCESSING APPARATUS, AND DATA PROCESSING METHOD
Organization Name
Inventor(s)
Yuichi Ishida of Kawasaki (JP)
STORAGE MEDIUM, DATA PROCESSING APPARATUS, AND DATA PROCESSING METHOD - A simplified explanation of the abstract
This abstract first appeared for US patent application 18454843 titled 'STORAGE MEDIUM, DATA PROCESSING APPARATUS, AND DATA PROCESSING METHOD
Simplified Explanation: The patent application describes a computer program stored on a storage medium that adjusts temperatures in a search processing system for optimization problems.
Key Features and Innovation:
- Utilizes a replica exchange method with multiple replica circuits to search for solutions to optimization problems.
- Adjusts the minimum temperature value based on the comparison of average values acquired during the search processing.
- Implements the Ising model to convert the optimization problem into a form suitable for evaluation.
Potential Applications: This technology can be applied in various fields such as:
- Scientific research for optimization problems.
- Data analysis and machine learning for complex algorithms.
- Financial modeling for risk assessment and portfolio optimization.
Problems Solved:
- Enhances the efficiency of search processing for optimization problems.
- Improves the accuracy of evaluating solutions through temperature adjustments.
- Facilitates the exploration of a wider solution space by utilizing replica circuits.
Benefits:
- Faster convergence to optimal solutions.
- Increased accuracy in evaluating solutions.
- Enhanced scalability for complex optimization problems.
Commercial Applications: Title: Temperature Adjustment Program for Optimization Problems This technology can be commercially utilized in industries such as:
- Finance for algorithmic trading strategies.
- Healthcare for personalized treatment planning.
- Manufacturing for process optimization and resource allocation.
Prior Art: Readers can explore prior art related to replica exchange methods, Ising models, and temperature adjustment in optimization algorithms.
Frequently Updated Research: Stay updated on research related to replica exchange methods, optimization algorithms, and Ising models for continuous advancements in the field.
Questions about Temperature Adjustment Programs: 1. How does the temperature adjustment program improve the search processing efficiency for optimization problems? 2. What are the key advantages of using replica circuits in the evaluation of solutions for optimization problems?
Original Abstract Submitted
A non-transitory computer-readable storage medium storing a temperature adjustment program that causes at least one computer to execute a process, the process includes acquiring an average value of values of an evaluation function obtained in search processing of a solution to an optimization problem by a replica circuit to which a minimum temperature value is set among a plurality of replica circuits a plurality of times during the search processing by a replica exchange method by using the plurality of replica circuits corresponding to a plurality of replicas of the evaluation function based on an Ising model obtained by converting the optimization problem; changing the minimum temperature value based on a comparison result between a first average value among the average values acquired the plurality of times and a second average value acquired before the first average value; and setting the minimum temperature value after the change.
