{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11487974","patent":{"patent_number":"US-11487974","title":"Method for solving the problem of clustering using cellular automata based on heat transfer process","assignee":null,"inventors":[],"filing_date":"2017-04-25T00:00:00.000Z","publication_date":"2022-11-01T00:00:00.000Z","cpc_codes":["G06F","G06F"],"num_claims":2,"abstract":"A computer-implemented method, which enables the data to be clustered without being required to perform any distance calculations among the points of the dataset, includes assigning points of a dataset to cells of a cellular automaton; assigning each cell, having a data point assigned, a distinct state value and a constant temperature value; and assigning all cells, to which a data point is not assigned, a unique state value different from the state values utilized for cells having a data point and to a temperature lower than the constant temperature value; selecting a cell in the cellular automaton randomly; calculating the average temperature of the selected cell and its neighbor cells; setting the temperature of the cells having no data point, as the average temperature; if a neighbor cell temperature is above the predetermined threshold value, moving this neighbor cell to the state of the selected cell."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Method for solving the problem of clustering using cellular automata based on heat transfer process","description":"A computer-implemented method, which enables the data to be clustered without being required to perform any distance calculations among the points of the dataset, includes assigning points of a datase","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11487974","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-11487974","citation_suggestion":"Patentable. \"Method for solving the problem of clustering using cellular automata based on heat transfer process\" (US-11487974). https://patentable.app/patents/US-11487974","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11487974","json":"https://patentable.app/api/llm-context/US-11487974","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T23:06:01.676Z"}