{"id":"https://openalex.org/W1493949420","doi":"https://doi.org/10.1023/a:1013815314823","title":"Bayesian heuristic approach to global optimization and examples","display_name":"Bayesian heuristic approach to global optimization and examples","publication_year":2002,"publication_date":"2002-01-01","ids":{"openalex":"https://openalex.org/W1493949420","doi":"https://doi.org/10.1023/a:1013815314823","mag":"1493949420"},"language":"en","primary_location":{"id":"doi:10.1023/a:1013815314823","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1013815314823","pdf_url":null,"source":{"id":"https://openalex.org/S115925768","display_name":"Journal of Global Optimization","issn_l":"0925-5001","issn":["0925-5001","1573-2916"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Global Optimization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jonas Mockus","orcid":null},"institutions":[{"id":"https://openalex.org/I74750888","display_name":"Lithuanian Academy of Sciences","ror":"https://ror.org/035gfy236","country_code":"LT","type":"other","lineage":["https://openalex.org/I74750888"]}],"countries":["LT"],"is_corresponding":true,"raw_author_name":"Jonas Mockus","raw_affiliation_strings":["Institute of Mathematics and Informatics, Akademijos 4, Vilnius, 2600, Lithuania","Institute of Mathematics and Informatics, Akademijos 4, Vilnius 2600, Lithuania (E-mail : jonas@optimum.mii.lt)#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Informatics, Akademijos 4, Vilnius, 2600, Lithuania","institution_ids":["https://openalex.org/I74750888"]},{"raw_affiliation_string":"Institute of Mathematics and Informatics, Akademijos 4, Vilnius 2600, Lithuania (E-mail : jonas@optimum.mii.lt)#TAB#","institution_ids":["https://openalex.org/I74750888"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74750888"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":null,"fwci":0.6999,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.657342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"22","issue":"1-4","first_page":"191","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11697","display_name":"Numerical Methods and Algorithms","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11697","display_name":"Numerical Methods and Algorithms","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.953000009059906,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10963","display_name":"Advanced Optimization Algorithms Research","score":0.9343000054359436,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/knapsack-problem","display_name":"Knapsack problem","score":0.71623295545578},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6652854681015015},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6295164227485657},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6101998686790466},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5244688987731934},{"id":"https://openalex.org/keywords/global-optimization","display_name":"Global optimization","score":0.5091468691825867},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4869031012058258},{"id":"https://openalex.org/keywords/discrete-optimization","display_name":"Discrete optimization","score":0.4828263223171234},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4249187707901001},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.4201710820198059}],"concepts":[{"id":"https://openalex.org/C113138325","wikidata":"https://www.wikidata.org/wiki/Q864457","display_name":"Knapsack problem","level":2,"score":0.71623295545578},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6652854681015015},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6295164227485657},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6101998686790466},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5244688987731934},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.5091468691825867},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4869031012058258},{"id":"https://openalex.org/C145671259","wikidata":"https://www.wikidata.org/wiki/Q1493786","display_name":"Discrete optimization","level":3,"score":0.4828263223171234},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4249187707901001},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.4201710820198059},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1023/a:1013815314823","is_oa":false,"landing_page_url":"https://doi.org/10.1023/a:1013815314823","pdf_url":null,"source":{"id":"https://openalex.org/S115925768","display_name":"Journal of Global Optimization","issn_l":"0925-5001","issn":["0925-5001","1573-2916"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Global Optimization","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5899999737739563,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1518078339","https://openalex.org/W1563737017","https://openalex.org/W1569763039","https://openalex.org/W1588471186","https://openalex.org/W1972526882","https://openalex.org/W1976355201","https://openalex.org/W2006258746","https://openalex.org/W2021927305","https://openalex.org/W2049369149","https://openalex.org/W2061144551","https://openalex.org/W2067050450","https://openalex.org/W2095579752","https://openalex.org/W2101170002","https://openalex.org/W2125358400","https://openalex.org/W2316169995","https://openalex.org/W2322944285","https://openalex.org/W2486824498","https://openalex.org/W2610216665","https://openalex.org/W2797051019","https://openalex.org/W2904250082","https://openalex.org/W3023540311","https://openalex.org/W4236876623","https://openalex.org/W4245891204","https://openalex.org/W4254772338"],"related_works":["https://openalex.org/W1607218372","https://openalex.org/W4375949242","https://openalex.org/W2548112952","https://openalex.org/W2790349533","https://openalex.org/W2076640191","https://openalex.org/W1595870065","https://openalex.org/W2373554757","https://openalex.org/W2065543187","https://openalex.org/W1518058530","https://openalex.org/W2037420682"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2016-06-24T00:00:00"}
