{"id":"https://openalex.org/W2789827877","doi":"https://doi.org/10.1515/jisys-2016-0343","title":"Fuzzy Adaptive Genetic Algorithm for Improving the Solution of Industrial Optimization Problems","display_name":"Fuzzy Adaptive Genetic Algorithm for Improving the Solution of Industrial Optimization Problems","publication_year":2018,"publication_date":"2018-02-26","ids":{"openalex":"https://openalex.org/W2789827877","doi":"https://doi.org/10.1515/jisys-2016-0343","mag":"2789827877"},"language":"en","primary_location":{"id":"doi:10.1515/jisys-2016-0343","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2016-0343","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1515/jisys-2016-0343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070598302","display_name":"Marco Vannucci","orcid":"https://orcid.org/0000-0002-6115-1588"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Marco Vannucci","raw_affiliation_strings":["Scuola Superiore Sant\u2019Anna, TeCIP Institute, via Giuseppe Moruzzi, 1 , 56127 Pisa , Italy"],"affiliations":[{"raw_affiliation_string":"Scuola Superiore Sant\u2019Anna, TeCIP Institute, via Giuseppe Moruzzi, 1 , 56127 Pisa , Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033400760","display_name":"Valentina Colla","orcid":"https://orcid.org/0000-0002-9574-0575"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valentina Colla","raw_affiliation_strings":["Scuola Superiore Sant\u2019Anna, TeCIP Institute, via Giuseppe Moruzzi, 1 , 56127 Pisa , Italy"],"affiliations":[{"raw_affiliation_string":"Scuola Superiore Sant\u2019Anna, TeCIP Institute, via Giuseppe Moruzzi, 1 , 56127 Pisa , Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057674100","display_name":"Stefano Dettori","orcid":"https://orcid.org/0000-0003-4336-0770"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Dettori","raw_affiliation_strings":["Scuola Superiore Sant\u2019Anna, TeCIP Institute, via Giuseppe Moruzzi, 1 , 56127 Pisa , Italy"],"affiliations":[{"raw_affiliation_string":"Scuola Superiore Sant\u2019Anna, TeCIP Institute, via Giuseppe Moruzzi, 1 , 56127 Pisa , Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044243938","display_name":"Vincenzo Iannino","orcid":"https://orcid.org/0000-0001-5924-7057"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vincenzo Iannino","raw_affiliation_strings":["Scuola Superiore Sant\u2019Anna, TeCIP Institute, via Giuseppe Moruzzi, 1 , 56127 Pisa , Italy"],"affiliations":[{"raw_affiliation_string":"Scuola Superiore Sant\u2019Anna, TeCIP Institute, via Giuseppe Moruzzi, 1 , 56127 Pisa , Italy","institution_ids":["https://openalex.org/I162290304"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5070598302"],"corresponding_institution_ids":["https://openalex.org/I162290304"],"apc_list":{"value":1000,"currency":"EUR","value_usd":1078},"apc_paid":{"value":1000,"currency":"EUR","value_usd":1078},"fwci":0.4887,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.71401197,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"29","issue":"1","first_page":"409","last_page":"422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9973000288009644,"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":0.9973000288009644,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.996999979019165,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9955999851226807,"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/computer-science","display_name":"Computer science","score":0.652238130569458},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5962162017822266},{"id":"https://openalex.org/keywords/maxima-and-minima","display_name":"Maxima and minima","score":0.5853400230407715},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5662045478820801},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5430346131324768},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5332524180412292},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4999876022338867},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4830968379974365},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.4789048731327057},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.47216933965682983},{"id":"https://openalex.org/keywords/quality-control-and-genetic-algorithms","display_name":"Quality control and genetic algorithms","score":0.45920708775520325},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36965036392211914},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28117984533309937},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2683914601802826},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21651959419250488}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.652238130569458},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5962162017822266},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.5853400230407715},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5662045478820801},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5430346131324768},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5332524180412292},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4999876022338867},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4830968379974365},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.4789048731327057},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.47216933965682983},{"id":"https://openalex.org/C161164918","wikidata":"https://www.wikidata.org/wiki/Q7268775","display_name":"Quality control and genetic algorithms","level":4,"score":0.45920708775520325},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36965036392211914},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28117984533309937},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2683914601802826},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21651959419250488},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1515/jisys-2016-0343","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2016-0343","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c7ab7f78c6e94f0ba8cc125ff2590c1e","is_oa":true,"landing_page_url":"https://doaj.org/article/c7ab7f78c6e94f0ba8cc125ff2590c1e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Intelligent Systems, Vol 29, Iss 1, Pp 409-422 (2018)","raw_type":"article"},{"id":"pmh:oai:www.iris.sssup.it:11382/516251","is_oa":false,"landing_page_url":"http://hdl.handle.net/11382/516251","pdf_url":null,"source":{"id":"https://openalex.org/S4377196376","display_name":"CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I162290304","host_organization_name":"Scuola Superiore Sant'Anna","host_organization_lineage":["https://openalex.org/I162290304"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1515/jisys-2016-0343","is_oa":true,"landing_page_url":"https://doi.org/10.1515/jisys-2016-0343","pdf_url":null,"source":{"id":"https://openalex.org/S2764846071","display_name":"Journal of Intelligent Systems","issn_l":"0334-1860","issn":["0334-1860","2191-026X"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315148","host_organization_name":"IlmuKomputer.Com","host_organization_lineage":["https://openalex.org/P4310315148"],"host_organization_lineage_names":["IlmuKomputer.Com"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1494228665","https://openalex.org/W1508875897","https://openalex.org/W1513457688","https://openalex.org/W1659842140","https://openalex.org/W1661890235","https://openalex.org/W1774793752","https://openalex.org/W1990771923","https://openalex.org/W2026859834","https://openalex.org/W2043885766","https://openalex.org/W2048348272","https://openalex.org/W2140208274","https://openalex.org/W2141709259","https://openalex.org/W2144936899","https://openalex.org/W2168370036","https://openalex.org/W2526208276","https://openalex.org/W4254442390"],"related_works":["https://openalex.org/W2379073824","https://openalex.org/W2367416669","https://openalex.org/W2130432036","https://openalex.org/W2381977948","https://openalex.org/W2360016425","https://openalex.org/W71624805","https://openalex.org/W2347449522","https://openalex.org/W2348064796","https://openalex.org/W2354309204","https://openalex.org/W2337159537"],"abstract_inverted_index":{"Abstract":[0],"In":[1,24,62,106],"the":[2,12,27,33,48,55,65,89,96,99,103,126,129,133,137,140],"industrial":[3,120],"and":[4,117,136],"manufacturing":[5],"fields,":[6],"many":[7],"problems":[8,116],"require":[9],"tuning":[10],"of":[11,14,19,21,29,35,47,51,57,67,71,92,98,102,128,131,139],"parameters":[13,37],"complex":[15],"models":[16],"by":[17],"means":[18],"exploitation":[20],"empirical":[22],"data.":[23],"some":[25],"cases,":[26],"use":[28,66],"analytical":[30],"methods":[31,43],"for":[32],"determination":[34],"such":[36],"is":[38,54,74,111],"not":[39],"applicable;":[40],"thus,":[41],"heuristic":[42],"are":[44],"employed.":[45],"One":[46],"main":[49],"disadvantages":[50],"these":[52],"approaches":[53],"risk":[56],"converging":[58],"to":[59,76],"\u201csuboptimal\u201d":[60],"solutions.":[61],"this":[63,78,107,109],"article,":[64,108],"a":[68,83],"novel":[69],"type":[70],"genetic":[72,93],"algorithm":[73,94],"proposed":[75],"overcome":[77],"drawback.":[79],"This":[80],"approach":[81],"exploits":[82],"fuzzy":[84],"inference":[85],"system":[86],"that":[87,122],"controls":[88],"search":[90,141],"strategies":[91],"on":[95,113,118],"basis":[97],"real-time":[100],"status":[101],"optimization":[104,115],"process.":[105,142],"method":[110],"tested":[112],"classical":[114],"three":[119],"applications":[121],"put":[123],"into":[124],"evidence":[125],"improvement":[127],"capability":[130],"avoiding":[132],"local":[134],"minima":[135],"acceleration":[138]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-12-06T23:10:59.065948","created_date":"2025-10-10T00:00:00"}