9 results about "Computational problem" patented technology

Systems and methods in accordance with the present disclosure can implement a parallel processing system, such as a graphics processing unit (GPU)-based system, to generate solutions to complex computational problems. Aspects of this technical solution can retrieve a plurality of solutions each representing a plurality of values in a multi-dimensional space, allocate, to one or more processing units associated with the one or more circuits and having a parallelized configuration, one or more of the plurality of solutions, modify, by the one or more processing units according to the parallelized configuration, at least one value of the one or more solutions allocated to the one or more processing units, to determine a plurality of modified solutions, and output, from the plurality of modified solutions, according to one or more criteria indicating a diversity among the plurality of modified solutions, a selected solution.

The application discloses an intelligent retrieval method and device for a knowledge base and a storage medium, and belongs to the technical field of information processing and artificial intelligence. The method comprises the following steps: acquiring a user question, and constructing a feature fusion model and a fine arrangement language model; extracting a knowledge text feature set of a preset knowledge base based on the feature fusion model, and associating the knowledge text feature set with the knowledge base to obtain a knowledge database; extracting a question feature of the user question based on the feature fusion model; matching the question feature with the knowledge database piece by piece, and calculating the similarity between the question feature and the knowledge text features of each knowledge point in the knowledge base based on a similarity algorithm to obtain a coarse arrangement set; and performing fine arrangement on the knowledge points of the knowledge base corresponding to the coarse arrangement set based on the fine arrangement language model by a text matching algorithm to obtain a retrieval result. The arrangement accuracy and the generalization of the intelligent retrieval for the knowledge base are improved by the method.

The present invention relates to a method for enhancing the privacy of delegated quantum computing, the method comprising a client (A) whose objective is to solve a computational problem based on sensitive data and / or using a sensitive algorithm, and a cloud computing service provider (B) which has superior quantum computing capabilities to the client (A) and is therefore capable of solving the problem and / or executing the client's desired algorithm, the method comprising a sequence including a) an optical emitter (10) controlled by the client (A) emits at least one pulse (11) having a specific quantum state (S1); b) a quantum emitter (20) controlled by the provider (B) receives the pulse (11); and c) the quantum emitter (20) emits a single photon (21) supporting a photon qubit (Q2), thereby defining a relationship between the quantum state (S1) of the pulse (11) and the photon qubit (Q2). The present invention also relates to a system for carrying out this method.

A distance calculation system and method for clustering algorithms are proposed. Based on the information distance theory with Coriolis complexity, a unified method for information distance calculation, lossless compressed distance calculation, and lossy compressed distance calculation is designed, and a compressed distance calculation system under lossy conditions is formed. This solves the problem of lossy compressed distance calculation for continuous data such as images and videos, and forms a complete and unified compressed distance calculation method and system applicable to any data type.

This invention discloses a concept graph-based method for enhancing astronomical computational reasoning instructions, comprising the following steps: obtaining seed problems labeled with subdomains and topics as basic input; extracting knowledge points from the seed problems using a large language model to establish a knowledge framework covering subdomains, topics, and knowledge points; and transforming problem instances into conceptual representations; constructing a concept graph based on the knowledge framework; executing a dynamic random walk algorithm on the concept graph to output a complete concept combination; and using the complete concept combination to guide the large language model in generating astronomical computational problems and corresponding reasoning processes through example matching, data deduplication, and thought chain distillation. This invention, by constructing a concept graph and employing a random walk strategy, improves the diversity and logical rigor of the generated data, providing a new path for optimizing astronomical computational reasoning instructions.

The application discloses a remote supervision quality alarm method and system based on a large language model, and the method comprises the following steps: S1, uploading and analyzing technical specification documents, converting the documents into quality specification requirements in natural language expression; S2, performing block processing to obtain multiple technical specification items, converting the technical specification items into embedding vectors by using a large language model, and constructing a knowledge base; S3, collecting structured supervision data of a production environment in real time, constructing a data description question and a question embedding vector; S4, calculating the similarity between the question embedding vector and each embedding vector in the knowledge base, and screening out relevant technical specification items based on a similarity threshold; and S5, combining the data description question and the relevant technical specification items into a prompt, inputting the prompt into the large language model, and performing alarm according to the output result of the large language model. According to the application, whether the data collected from the production environment meets the requirements of the specification file can be judged based on the bidding technical specification book and the bid file specified by a user, and alarm can be performed.

A computing power distribution method and apparatus, and a computing power server. The method includes: performing computational problem planning processing on a computational problem to obtain at least one sub-computational problem corresponding to the computational problem and a target algorithm type and computing mode corresponding to each sub-computational problem; according to the at least one sub-computational problem corresponding to the computational problem and the target algorithm type and computing mode corresponding to each sub-computational problem, determining at least one computational problem computing task corresponding to each sub-computational problem; according to dynamic computing power information of computing nodes and computing power calling relationships, determining at least one target node for each computational problem computing task; sending a computing power control command to the target nodes; and receiving computing results returned by the target nodes, and send the computing results to an application node.