{"id":"https://openalex.org/W3118322952","doi":"https://doi.org/10.1109/ssci47803.2020.9308529","title":"Zero-error rule induction using a memetic algorithm","display_name":"Zero-error rule induction using a memetic algorithm","publication_year":2020,"publication_date":"2020-12-01","ids":{"openalex":"https://openalex.org/W3118322952","doi":"https://doi.org/10.1109/ssci47803.2020.9308529","mag":"3118322952"},"language":"en","primary_location":{"id":"doi:10.1109/ssci47803.2020.9308529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci47803.2020.9308529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"conference-paper","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":"https://openalex.org/A5053383719","display_name":"Ajit Narayanan","orcid":"https://orcid.org/0000-0003-3075-7672"},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Ajit Narayanan","raw_affiliation_strings":["Department of Computer Science, Auckland University of Technology, Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Auckland University of Technology, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079232494","display_name":"Koz Ross","orcid":null},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Koz Ross","raw_affiliation_strings":["Department of Computer Science, Auckland University of Technology, Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Auckland University of Technology, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031145902","display_name":"Kenneth Johnson","orcid":"https://orcid.org/0000-0002-9116-7185"},"institutions":[{"id":"https://openalex.org/I39854758","display_name":"Auckland University of Technology","ror":"https://ror.org/01zvqw119","country_code":"NZ","type":"education","lineage":["https://openalex.org/I39854758"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Kenneth Johnson","raw_affiliation_strings":["Department of Computer Science, Auckland University of Technology, Auckland, New Zealand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Auckland University of Technology, Auckland, New Zealand","institution_ids":["https://openalex.org/I39854758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I39854758"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17944368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"647","last_page":"654"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":1.0,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":1.0,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9990000128746033,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5671333074569702},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.5648723840713501},{"id":"https://openalex.org/keywords/row","display_name":"Row","score":0.5434494614601135},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5187404751777649},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.5132009983062744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5067656636238098},{"id":"https://openalex.org/keywords/rule-induction","display_name":"Rule induction","score":0.46540385484695435},{"id":"https://openalex.org/keywords/truth-table","display_name":"Truth table","score":0.4530692398548126},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.44947925209999084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4216729998588562},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.41028642654418945},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37170061469078064},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.32521432638168335},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15504983067512512}],"concepts":[{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5671333074569702},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.5648723840713501},{"id":"https://openalex.org/C135598885","wikidata":"https://www.wikidata.org/wiki/Q1366302","display_name":"Row","level":2,"score":0.5434494614601135},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5187404751777649},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.5132009983062744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5067656636238098},{"id":"https://openalex.org/C2776780472","wikidata":"https://www.wikidata.org/wiki/Q7378945","display_name":"Rule induction","level":2,"score":0.46540385484695435},{"id":"https://openalex.org/C56949724","wikidata":"https://www.wikidata.org/wiki/Q219079","display_name":"Truth table","level":2,"score":0.4530692398548126},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.44947925209999084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4216729998588562},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.41028642654418945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37170061469078064},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.32521432638168335},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15504983067512512},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci47803.2020.9308529","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci47803.2020.9308529","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W17958277","https://openalex.org/W18216792","https://openalex.org/W111319707","https://openalex.org/W143492179","https://openalex.org/W145220529","https://openalex.org/W245907711","https://openalex.org/W1487936617","https://openalex.org/W1532804943","https://openalex.org/W1572140582","https://openalex.org/W1589711670","https://openalex.org/W1957053378","https://openalex.org/W1994022788","https://openalex.org/W1999993900","https://openalex.org/W2030557043","https://openalex.org/W2070023605","https://openalex.org/W2083294917","https://openalex.org/W2089967664","https://openalex.org/W2100024690","https://openalex.org/W2119396705","https://openalex.org/W2128205538","https://openalex.org/W2166997316","https://openalex.org/W2249602273","https://openalex.org/W2748886520","https://openalex.org/W2969560220","https://openalex.org/W4212971335","https://openalex.org/W4298236051","https://openalex.org/W6605872497","https://openalex.org/W6605881412","https://openalex.org/W6678983188","https://openalex.org/W6684157758"],"related_works":["https://openalex.org/W2163647484","https://openalex.org/W47248985","https://openalex.org/W2000270779","https://openalex.org/W2129486222","https://openalex.org/W2042716007","https://openalex.org/W1778024729","https://openalex.org/W1980841486","https://openalex.org/W2043816158","https://openalex.org/W1587473980","https://openalex.org/W2083844986"],"abstract_inverted_index":{"Rule":[0],"induction":[1,83,218],"in":[2,118,144,167,188,202,226,233],"traditional":[3],"machine":[4,29],"learning":[5,30],"(ML)":[6],"concentrates":[7],"on":[8,194],"finding":[9],"rules":[10,37,235],"that":[11,63,98],"minimize":[12],"error":[13,40,232],"to":[14,33,80,92,102,115,128,151,178,199,222],"produce":[15,34],"high":[16],"accuracy":[17],"through":[18],"a":[19,69,88,95,126,130,174,208],"trade-off":[20],"between":[21],"sensitivity":[22],"and":[23,135,170,213],"specificity.":[24],"But":[25],"what":[26],"if":[27,219],"the":[28,51,58,85,111,119,137,163,168,171,195,203],"task":[31],"is":[32,84,99,160,176,221,236],"minimal":[35,142],"length":[36],"with":[38,94],"zero":[39],"(the":[41],"error-free":[42],"ML":[43,220],"optimization":[44],"problem)?":[45],"In":[46,104],"its":[47,183],"most":[48],"basic":[49],"form,":[50],"problem":[52,76],"can":[53,122],"be":[54,123,223],"recast":[55],"as":[56,125,180,182],"reverse-engineering":[57],"syntactically-minimal":[59],"well-formed":[60],"formula":[61],"(wff)":[62],"correctly":[64],"covers":[65],"all":[66],"rows":[67,117],"of":[68,87,113,157,165,173,197,215],"given":[70],"Boolean":[71],"truth":[72,120,147],"table.":[73],"The":[74,154,205],"main":[75],"for":[77,133,139,149,210],"evolutionary":[78],"approaches":[79],"zeroerror":[81],"rule":[82,217],"design":[86],"suitable":[89],"fitness":[90],"function":[91],"cope":[93],"search":[96,138,155],"landscape":[97],"not":[100],"amenable":[101],"hillclimbing.":[103],"this":[105],"paper":[106],"we":[107],"demonstrate":[108],"how":[109],"using":[110],"ratio":[112,196],"true":[114,198],"false":[116,200],"table":[121],"used":[124,224],"heuristic":[127],"guide":[129],"memetic":[131],"algorithm":[132],"exploring":[134],"exploiting":[136],"zero-error,":[140],"syntactically":[141],"wffs":[143],"randomly":[145],"generated":[146],"tables":[148],"up":[150],"12":[152],"variabes.":[153],"depth":[156],"candidate":[158],"solutions":[159],"determined":[161],"by":[162],"number":[164],"variables":[166],"data":[169],"size":[172,190],"solution":[175,189],"allowed":[177],"increase":[179],"long":[181],"coverage":[184],"improves.":[185],"Significant":[186],"differences":[187],"were":[191],"found":[192],"depending":[193],"values":[201],"data.":[204],"results":[206],"provide":[207],"basis":[209],"further":[211],"formalization":[212],"development":[214],"zero-error":[216],"confidently":[225],"safety":[227],"critical":[228],"situations":[229],"where":[230],"no":[231],"induced":[234],"permissible.":[237]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
