{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11527308","patent":{"patent_number":"US-11527308","title":"Enhanced optimization with composite objectives and novelty-diversity selection","assignee":null,"inventors":[],"filing_date":"2019-02-05T00:00:00.000Z","publication_date":"2022-12-13T00:00:00.000Z","cpc_codes":["G16H","G06F","G06F","G16H","G16H","G16H"],"num_claims":16,"abstract":"A composite novelty method approach to deceptive problems where a secondary objective is available to diversify the search is described. In such cases, composite objectives focus the search on the most useful tradeoffs and allow escaping deceptive areas. Novelty-based selection increases exploration in the focus area, leading to better solutions, faster and more consistently and it can be combined with other fitness-based methods."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Enhanced optimization with composite objectives and novelty-diversity selection","description":"A composite novelty method approach to deceptive problems where a secondary objective is available to diversify the search is described. In such cases, composite objectives focus the search on the mos","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11527308","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-11527308","citation_suggestion":"Patentable. \"Enhanced optimization with composite objectives and novelty-diversity selection\" (US-11527308). https://patentable.app/patents/US-11527308","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11527308","json":"https://patentable.app/api/llm-context/US-11527308","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T04:20:23.558Z"}