{"id":"https://openalex.org/W140368079","doi":null,"title":"Optimization and global minimization methods suitable for neural networks","display_name":"Optimization and global minimization methods suitable for neural networks","publication_year":1999,"publication_date":"1999-01-01","ids":{"openalex":"https://openalex.org/W140368079","mag":"140368079"},"language":"en","primary_location":{"id":"mag:140368079","doi":null,"is_oa":false,"landing_page_url":"https://www.fizyka.umk.pl/publications/kmk/99globmin.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030044285","display_name":"Jerzy J. Korczak","orcid":"https://orcid.org/0000-0001-6441-6126","observed_orcids":["https://orcid.org/0000-0001-6441-6126","https://orcid.org/0000-0003-1104-4837"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jerzy Korczak","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-6441-6126","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5086718671","display_name":"Sebastien Brant","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sebastien Brant","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1327,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.79589759,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.7178000211715698,"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"}},"topics":[{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.7178000211715698,"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/T10320","display_name":"Neural Networks and Applications","score":0.22920000553131104,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.03959999978542328,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/neural-network-training","display_name":"neural network training","score":0.847000002861023},{"id":"https://openalex.org/keywords/global-minimization","display_name":"global minimization","score":0.9020000100135803},{"id":"https://openalex.org/keywords/local-minima","display_name":"local minima","score":0.7049999833106995},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.7440000176429749},{"id":"https://openalex.org/keywords/neural-network-architecture-selection","display_name":"neural network architecture selection","score":0.7940000295639038},{"id":"https://openalex.org/keywords/optimization-methods","display_name":"optimization methods","score":0.41100001335144043},{"id":"https://openalex.org/keywords/suboptimal-solutions","display_name":"suboptimal solutions","score":0.7129999995231628}],"concepts":[{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.8478012084960938},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.8219115138053894},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7251052856445312},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.637295126914978},{"id":"https://openalex.org/C164752517","wikidata":"https://www.wikidata.org/wiki/Q5570875","display_name":"Global optimization","level":2,"score":0.5589578747749329},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.544246256351471},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.48059484362602234},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.42639997601509094},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41332173347473145},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3630000948905945},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.25706997513771057},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1843806803226471},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.07852718234062195},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:140368079","doi":null,"is_oa":false,"landing_page_url":"https://www.fizyka.umk.pl/publications/kmk/99globmin.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":116,"referenced_works":["https://openalex.org/W930025","https://openalex.org/W18481575","https://openalex.org/W35644471","https://openalex.org/W40343832","https://openalex.org/W52458717","https://openalex.org/W101142848","https://openalex.org/W150019511","https://openalex.org/W165295313","https://openalex.org/W172661617","https://openalex.org/W198668225","https://openalex.org/W202296964","https://openalex.org/W329913983","https://openalex.org/W1272520111","https://openalex.org/W1506815546","https://openalex.org/W1507267329","https://openalex.org/W1512013942","https://openalex.org/W1514205146","https://openalex.org/W1518078339","https://openalex.org/W1523738681","https://openalex.org/W1524704912","https://openalex.org/W1526909187","https://openalex.org/W1531857721","https://openalex.org/W1535289002","https://openalex.org/W1554264414","https://openalex.org/W1554663460","https://openalex.org/W1575869149","https://openalex.org/W1577932924","https://openalex.org/W1581066146","https://openalex.org/W1581080489","https://openalex.org/W1585986260","https://openalex.org/W1588537248","https://openalex.org/W1591825272","https://openalex.org/W1602877939","https://openalex.org/W1607375598","https://openalex.org/W1607768087","https://openalex.org/W1639032689","https://openalex.org/W1649278629","https://openalex.org/W1653273292","https://openalex.org/W1816296130","https://openalex.org/W1939277956","https://openalex.org/W1942991912","https://openalex.org/W1966295103","https://openalex.org/W1966965844","https://openalex.org/W1968524744","https://openalex.org/W1971259134","https://openalex.org/W1972152533","https://openalex.org/W1975891294","https://openalex.org/W1989353689","https://openalex.org/W1991884106","https://openalex.org/W1993593206","https://openalex.org/W1995675321","https://openalex.org/W1995723538","https://openalex.org/W2000115948","https://openalex.org/W2001633846","https://openalex.org/W2011234500","https://openalex.org/W2024060531","https://openalex.org/W2028069051","https://openalex.org/W2030605379","https://openalex.org/W2035331087","https://openalex.org/W2041135776","https://openalex.org/W2042481239","https://openalex.org/W2042492924","https://openalex.org/W2044286864","https://openalex.org/W2044778991","https://openalex.org/W2050251466","https://openalex.org/W2052627427","https://openalex.org/W2054897043","https://openalex.org/W2060361607","https://openalex.org/W2060770518","https://openalex.org/W2064152920","https://openalex.org/W2069514727","https://openalex.org/W2071806120","https://openalex.org/W2071974562","https://openalex.org/W2076998221","https://openalex.org/W2094847612","https://openalex.org/W2096764219","https://openalex.org/W2100095382","https://openalex.org/W2103105940","https://openalex.org/W2103385178","https://openalex.org/W2103575890","https://openalex.org/W2107481451","https://openalex.org/W2108001654","https://openalex.org/W2109779438","https://openalex.org/W2111051539","https://openalex.org/W2117812871","https://openalex.org/W2124403533","https://openalex.org/W2124503759","https://openalex.org/W2124776405","https://openalex.org/W2126240354","https://openalex.org/W2127011380","https://openalex.org/W2128033389","https://openalex.org/W2128566668","https://openalex.org/W2129861716","https://openalex.org/W2134514463","https://openalex.org/W2138784882","https://openalex.org/W2140277351","https://openalex.org/W2142183404","https://openalex.org/W2142256019","https://openalex.org/W2145085734","https://openalex.org/W2145511645","https://openalex.org/W2149903656","https://openalex.org/W2152150600","https://openalex.org/W2154642048","https://openalex.org/W2155530592","https://openalex.org/W2156151304","https://openalex.org/W2161287411","https://openalex.org/W2166897600","https://openalex.org/W2171963778","https://openalex.org/W2178373152","https://openalex.org/W2199317110","https://openalex.org/W2610216665","https://openalex.org/W2982720039","https://openalex.org/W3137435582","https://openalex.org/W3140895391","https://openalex.org/W3146520007","https://openalex.org/W3148909918"],"related_works":["https://openalex.org/W7100056591","https://openalex.org/W7099198439","https://openalex.org/W1966295103","https://openalex.org/W7096015855","https://openalex.org/W7099100692","https://openalex.org/W3204663593","https://openalex.org/W1996688253","https://openalex.org/W1566590312","https://openalex.org/W1999380910","https://openalex.org/W3209389464"],"abstract_inverted_index":{"Neural":[0],"networks":[1],"are":[2,45,67,74],"usually":[3],"trained":[4],"using":[5],"local,":[6],"gradient-based":[7],"procedures.":[8],"Such":[9],"methods":[10,27,50,66],"frequently":[11,46],"find":[12],"suboptimal":[13],"solutions":[14],"being":[15],"trapped":[16],"in":[17,78],"local":[18,59],"minima.":[19],"Optimization":[20],"of":[21,39,58,86,93],"neural":[22,49],"structures":[23],"and":[24,55],"global":[25,64,88],"minimization":[26,60,65],"applied":[28],"to":[29,51],"network":[30,40],"cost":[31],"functions":[32],"have":[33],"strong":[34],"influence":[35],"on":[36],"all":[37],"aspects":[38,92],"performance.":[41],"Recently":[42],"genetic":[43,94],"algorithms":[44],"combined":[47],"with":[48],"select":[52],"best":[53],"architectures":[54],"avoid":[56],"drawbacks":[57],"methods.":[61],"Many":[62],"other":[63],"suitable":[68],"for":[69],"that":[70],"purpose,":[71],"although":[72],"they":[73],"used":[75],"rather":[76],"rarely":[77],"this":[79],"context.":[80],"This":[81],"paper":[82],"provides":[83],"a":[84],"survey":[85],"such":[87],"methods,":[89],"including":[90],"some":[91],"algorithms.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}