{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-8515882","patent":{"patent_number":"US-8515882","title":"Efficient storage of individuals for optimization simulation","assignee":null,"inventors":[],"filing_date":"2010-11-18T00:00:00.000Z","publication_date":"2013-08-20T00:00:00.000Z","cpc_codes":["G06N"],"num_claims":25,"abstract":"Candidate solutions to an optimization problem comprise a set of potential values that can be applied to variables in a problem description. Candidate solutions can be large because of the complexity of optimization problems and large number of variables. The populations of candidate solutions may also be large to ensure diversity and effectiveness in computing a solution. When the populations and the candidate solutions are large for an optimization problem, computing a solution to the optimization problem consumes a large amount of memory. In some instances, several generations of candidate solutions are stored in memory. Compression of the candidate solutions can minimize the memory space consumed to compute a solution to an optimization problem."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Efficient storage of individuals for optimization simulation","description":"Candidate solutions to an optimization problem comprise a set of potential values that can be applied to variables in a problem description. Candidate solutions can be large because of the complexity ","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-8515882","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-8515882","citation_suggestion":"Patentable. \"Efficient storage of individuals for optimization simulation\" (US-8515882). https://patentable.app/patents/US-8515882","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-8515882","json":"https://patentable.app/api/llm-context/US-8515882","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T22:12:59.274Z"}