Control method and system based on correlation upper limit
By evaluating and controlling irreversible processes through correlation state management, the method addresses instability and inefficiency, enhancing system resilience and energy efficiency.
Patent Information
- Authority / Receiving Office
- JP · JP
- Patent Type
- Applications
- Current Assignee / Owner
- Filing Date
- 2026-01-04
- Publication Date
- 2026-03-27
AI Technical Summary
Existing systems face challenges in managing irreversible processes due to limited accessible correlation, leading to increased management load, instability, and inefficiency.
A method and system for evaluating the correlation state, determining when it reaches an upper limit, and irreversibly disconnecting a part of the correlation to stabilize and improve performance.
This approach suppresses overload and instability, stabilizes learning and optimization, and enhances resilience and energy efficiency.
Smart Images
Figure 2026054569000001_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to information processing, artificial intelligence, communication, energy management, physical systems, and complex system control, and particularly to a technique for evaluating and controlling an irreversible process that occurs under limited accessible correlation.
Background Art
[0002] Conventionally, irreversibility has been treated as information loss, dissipation, and degradation, and its reduction and avoidance have been set as design goals. However, in an actual system, observation, memory, calculation, communication, and causal reachability are finite, and irreversibility is unavoidable. Even by redundancy and decentralization, the management load of correlation increases, and there is an upper limit to accessible correlation.
Summary of the Invention
Problems to be Solved by the Invention
[0003] Under the constraint of limited accessible correlation, to provide a method and a system for detecting and controlling an irreversible process and improving performance, stability, and safety.
Means for Solving the Problems
[0004] The present invention provides (a) a step of evaluating a correlation state in a system, (b) a step of determining that the correlation state has approached a predetermined correlation upper limit, (c) a step of performing control to irreversibly disconnect a part of the correlation based on the determination.
Effects of the Invention
[0005] According to the present invention, • Suppression of overload and instability • Stabilization of learning and optimization • Improved resilience to data leaks • Improved energy efficiency This will be realized. [Brief explanation of the drawing]
[0006] [Figure 1] Conceptual diagram of control based on correlation upper limit [Modes for carrying out the invention]
[0007] The evaluation of the correlation state is based on memory usage, computational load, communication volume, and the amount of change in state variables. Or it is done based on a combination of those. Irreversible decoupling includes the deletion, compression, approximation, forgetting, and restriction of access to information. Alternatively, it may be implemented as a way to block the processing path.
Claims
1. In a system with finite accessibility correlations, A step of evaluating the correlation state within the system, A step of determining that the correlation state has approached a predetermined correlation upper limit, Based on the above determination, a step is performed to control the irreversible separation of a portion of the correlation, A control method characterized by including
2. The evaluation of the aforementioned correlation state, Based on at least one of the following: memory usage, computational load, data traffic, and changes in state variables. The control method according to claim 1.
3. The aforementioned irreversible separation, This is done as deletion, compression, approximation, forgetting, or restriction of access to information. The control method according to claim 1.
4. The control method described above is applied to the learning process of artificial intelligence. The control method according to claim 1.
5. The control method described above is applied to a distributed system or a redundant system. The control method according to claim 1.
6. The control method described in any one of claims 1 to 5 is executed. A control system characterized by comprising control means.
7. The control method according to any one of claims 1 to 5 A program to be executed by a computer.