{"id":"https://openalex.org/W3125371829","doi":"https://doi.org/10.1155/2021/8834324","title":"Enhancing Hyperheuristics for the Knapsack Problem through Fuzzy Logic","display_name":"Enhancing Hyperheuristics for the Knapsack Problem through Fuzzy Logic","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3125371829","doi":"https://doi.org/10.1155/2021/8834324","mag":"3125371829","pmid":"https://pubmed.ncbi.nlm.nih.gov/33564300"},"language":"en","primary_location":{"id":"doi:10.1155/2021/8834324","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8834324","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/8834324.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/cin/2021/8834324.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086723654","display_name":"Frumen Olivas","orcid":"https://orcid.org/0000-0001-7853-0237"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Frumen Olivas","raw_affiliation_strings":["Tecnologico de Monterrey, Escuela de Ingenier\u00eda y Ciencias Ave, Eugenio Garza Sada 2501 Sur Col. Tecnol\u00f3gico C.P. 64849, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-7853-0237","affiliations":[{"raw_affiliation_string":"Tecnologico de Monterrey, Escuela de Ingenier\u00eda y Ciencias Ave, Eugenio Garza Sada 2501 Sur Col. Tecnol\u00f3gico C.P. 64849, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040026225","display_name":"Iv\u00e1n Amaya","orcid":"https://orcid.org/0000-0002-8821-7137"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ivan Amaya","raw_affiliation_strings":["Tecnologico de Monterrey, Escuela de Ingenier\u00eda y Ciencias Ave, Eugenio Garza Sada 2501 Sur Col. Tecnol\u00f3gico C.P. 64849, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-8821-7137","affiliations":[{"raw_affiliation_string":"Tecnologico de Monterrey, Escuela de Ingenier\u00eda y Ciencias Ave, Eugenio Garza Sada 2501 Sur Col. Tecnol\u00f3gico C.P. 64849, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027131130","display_name":"Jos\u00e9 Carlos Ort\u00edz-Bayliss","orcid":"https://orcid.org/0000-0003-3408-2166"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Carlos Ortiz-Bayliss","raw_affiliation_strings":["Tecnologico de Monterrey, Escuela de Ingenier\u00eda y Ciencias Ave, Eugenio Garza Sada 2501 Sur Col. Tecnol\u00f3gico C.P. 64849, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":"https://orcid.org/0000-0003-3408-2166","affiliations":[{"raw_affiliation_string":"Tecnologico de Monterrey, Escuela de Ingenier\u00eda y Ciencias Ave, Eugenio Garza Sada 2501 Sur Col. Tecnol\u00f3gico C.P. 64849, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028807044","display_name":"Santiago Enrique Conant-Pablos","orcid":"https://orcid.org/0000-0001-6270-3164"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Santiago E. Conant-Pablos","raw_affiliation_strings":["Tecnologico de Monterrey, Escuela de Ingenier\u00eda y Ciencias Ave, Eugenio Garza Sada 2501 Sur Col. Tecnol\u00f3gico C.P. 64849, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":"https://orcid.org/0000-0001-6270-3164","affiliations":[{"raw_affiliation_string":"Tecnologico de Monterrey, Escuela de Ingenier\u00eda y Ciencias Ave, Eugenio Garza Sada 2501 Sur Col. Tecnol\u00f3gico C.P. 64849, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049386377","display_name":"Hugo Terashima\u2010Mar\u00edn","orcid":"https://orcid.org/0000-0002-5320-0773"},"institutions":[{"id":"https://openalex.org/I98461037","display_name":"Tecnol\u00f3gico de Monterrey","ror":"https://ror.org/03ayjn504","country_code":"MX","type":"education","lineage":["https://openalex.org/I98461037"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Hugo Terashima-Mar\u00edn","raw_affiliation_strings":["Tecnologico de Monterrey, Escuela de Ingenier\u00eda y Ciencias Ave, Eugenio Garza Sada 2501 Sur Col. Tecnol\u00f3gico C.P. 64849, Monterrey, Nuevo Leon, Mexico"],"raw_orcid":"https://orcid.org/0000-0002-5320-0773","affiliations":[{"raw_affiliation_string":"Tecnologico de Monterrey, Escuela de Ingenier\u00eda y Ciencias Ave, Eugenio Garza Sada 2501 Sur Col. Tecnol\u00f3gico C.P. 64849, Monterrey, Nuevo Leon, Mexico","institution_ids":["https://openalex.org/I98461037"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086723654"],"corresponding_institution_ids":["https://openalex.org/I98461037"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":1.3991,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.84481469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2021","issue":"1","first_page":"8834324","last_page":"8834324"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991999864578247,"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":0.9991999864578247,"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/T12176","display_name":"Optimization and Packing Problems","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/knapsack-problem","display_name":"Knapsack problem","score":0.879357099533081},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.7088555693626404},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6099469661712646},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.5665361881256104},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.516806960105896},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.49670106172561646},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.4830511212348938},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4734330177307129},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44491708278656006},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.43473291397094727},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.4292513132095337},{"id":"https://openalex.org/keywords/fuzzy-transportation","display_name":"Fuzzy transportation","score":0.42130792140960693},{"id":"https://openalex.org/keywords/continuous-knapsack-problem","display_name":"Continuous knapsack problem","score":0.4206302762031555},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.39979609847068787},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.338212251663208},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.2787292003631592}],"concepts":[{"id":"https://openalex.org/C113138325","wikidata":"https://www.wikidata.org/wiki/Q864457","display_name":"Knapsack problem","level":2,"score":0.879357099533081},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.7088555693626404},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6099469661712646},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5665361881256104},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.516806960105896},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.49670106172561646},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.4830511212348938},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4734330177307129},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44491708278656006},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.43473291397094727},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.4292513132095337},{"id":"https://openalex.org/C21214244","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy transportation","level":5,"score":0.42130792140960693},{"id":"https://openalex.org/C94569963","wikidata":"https://www.wikidata.org/wiki/Q5165487","display_name":"Continuous knapsack problem","level":3,"score":0.4206302762031555},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.39979609847068787},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.338212251663208},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.2787292003631592}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1155/2021/8834324","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8834324","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/8834324.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},{"id":"pmid:33564300","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33564300","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational intelligence and neuroscience","raw_type":null},{"id":"pmh:oai:doaj.org/article:b39cce5fff5b40df80221d0c733f8a18","is_oa":false,"landing_page_url":"https://doaj.org/article/b39cce5fff5b40df80221d0c733f8a18","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Intelligence and Neuroscience, Vol 2021 (2021)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:6773351","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC7850842","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7850842","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7850842","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Comput Intell Neurosci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1155/2021/8834324","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/8834324","pdf_url":"https://downloads.hindawi.com/journals/cin/2021/8834324.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Intelligence and Neuroscience","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4255751485","display_name":null,"funder_award_id":"287479","funder_id":"https://openalex.org/F4320321739","funder_display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda"}],"funders":[{"id":"https://openalex.org/F4320321739","display_name":"Consejo Nacional de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/059ex5q34"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3125371829.pdf","grobid_xml":"https://content.openalex.org/works/W3125371829.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W158261348","https://openalex.org/W159308319","https://openalex.org/W1497256448","https://openalex.org/W1517428985","https://openalex.org/W1583326420","https://openalex.org/W1783305064","https://openalex.org/W1814515812","https://openalex.org/W1970104171","https://openalex.org/W1989216112","https://openalex.org/W1998471726","https://openalex.org/W2001514005","https://openalex.org/W2020351850","https://openalex.org/W2041242714","https://openalex.org/W2072955302","https://openalex.org/W2091244131","https://openalex.org/W2101980173","https://openalex.org/W2113588283","https://openalex.org/W2126148517","https://openalex.org/W2127172809","https://openalex.org/W2140759234","https://openalex.org/W2184710176","https://openalex.org/W2186995325","https://openalex.org/W2346152773","https://openalex.org/W2592415617","https://openalex.org/W2898784498","https://openalex.org/W2903292657","https://openalex.org/W2906154375","https://openalex.org/W2945507395","https://openalex.org/W2945606680","https://openalex.org/W2952148755","https://openalex.org/W2961189396","https://openalex.org/W2968526572","https://openalex.org/W2970923511","https://openalex.org/W2989861717","https://openalex.org/W2996905137","https://openalex.org/W2997459233","https://openalex.org/W3000976810","https://openalex.org/W3006428537","https://openalex.org/W3007678547","https://openalex.org/W4211007335","https://openalex.org/W4229657225","https://openalex.org/W4230846333"],"related_works":["https://openalex.org/W246960280","https://openalex.org/W2087209118","https://openalex.org/W2168163332","https://openalex.org/W179363847","https://openalex.org/W2381035939","https://openalex.org/W2145407993","https://openalex.org/W2005493932","https://openalex.org/W2130782655","https://openalex.org/W2989705030","https://openalex.org/W2741782745"],"abstract_inverted_index":{"Hyperheuristics":[0],"rise":[1],"as":[2],"powerful":[3],"techniques":[4],"that":[5],"get":[6],"good":[7,52],"results":[8,178],"in":[9,54,72,79,160,192],"less":[10,57],"computational":[11,35,58],"time":[12],"than":[13],"exact":[14,24],"methods":[15,25,171],"like":[16],"dynamic":[17],"programming":[18],"or":[19],"branch":[20],"and":[21,136],"bound.":[22],"These":[23],"promise":[26,43,50],"the":[27,44,61,66,105,113,138,141,155,164,180,196],"global":[28,45],"best":[29,46,165],"solution,":[30,47],"but":[31,48],"with":[32,97],"a":[33,51,55,73,84,90,93,98,188],"high":[34],"time.":[36,59],"In":[37],"this":[38,78,81],"matter,":[39],"hyperheuristics":[40,120],"do":[41],"not":[42],"they":[49],"solution":[53],"lot":[56],"On":[60],"contrary,":[62],"fuzzy":[63,85,94,102,109,129,158,167],"logic":[64],"provides":[65],"tools":[67],"to":[68,112,162],"model":[69],"complex":[70],"problems":[71],"more":[74],"natural":[75],"way.":[76],"With":[77],"mind,":[80],"paper":[82],"proposes":[83],"hyperheuristic":[86,191],"approach,":[87],"which":[88],"is":[89],"combination":[91],"of":[92,107,115,125,140,157,182,187,195],"inference":[95],"system":[96,103],"selection":[99,190],"hyperheuristic.":[100],"The":[101,128,149],"needs":[104],"optimization":[106,124],"its":[108],"rules":[110,130,139],"due":[111],"lack":[114],"expert":[116],"knowledge;":[117],"indeed,":[118],"traditional":[119,142,170,189],"also":[121,153],"need":[122],"an":[123],"their":[126],"rules.":[127,176],"are":[131],"optimized":[132],"by":[133],"genetic":[134,150],"algorithms,":[135],"for":[137],"methods,":[143],"we":[144],"use":[145,173],"particle":[146],"swarm":[147],"optimization.":[148],"algorithm":[151],"will":[152],"reduce":[154],"number":[156],"rules,":[159,168],"order":[161],"find":[163],"minimal":[166],"whereas":[169],"already":[172],"very":[174],"few":[175],"Experimental":[177],"show":[179],"advantage":[181],"using":[183],"our":[184],"approach":[185],"instead":[186],"3200":[193],"instances":[194],"0/1":[197],"knapsack":[198],"problem.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
