{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-8494994","patent":{"patent_number":"US-8494994","title":"Fast adaptation in real-time systems","assignee":null,"inventors":[],"filing_date":"2010-06-30T00:00:00.000Z","publication_date":"2013-07-23T00:00:00.000Z","cpc_codes":["G06F"],"num_claims":18,"abstract":"According to one embodiment of the present invention, a method for online convex optimization is provided. The method includes performing a step that relies on the selection of x at a time t (xt), where x is a variable involved with the step. A resulting cost (ƒt(xt)) is calculated that results from selecting xt when performing the step, where ƒt is a cost function. A minimum possible cost (ƒt(x*t)) associated with the selection of x* is then found and the difference between the resulting cost (ƒt(xt)) and the minimum possible cost (ƒt(x*t)) is determined. A direction of movement from xt to xt+1 is selected and a subsequent step that relies on the section of xt+1 is then performed."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Fast adaptation in real-time systems","description":"According to one embodiment of the present invention, a method for online convex optimization is provided. The method includes performing a step that relies on the selection of x at a time t (xt), whe","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-8494994","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-8494994","citation_suggestion":"Patentable. \"Fast adaptation in real-time systems\" (US-8494994). https://patentable.app/patents/US-8494994","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-8494994","json":"https://patentable.app/api/llm-context/US-8494994","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T23:30:21.896Z"}