{"id":"https://openalex.org/W2007082296","doi":"https://doi.org/10.1109/sis.2014.7011783","title":"MAX-SAT problem using evolutionary algorithms","display_name":"MAX-SAT problem using evolutionary algorithms","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2007082296","doi":"https://doi.org/10.1109/sis.2014.7011783","mag":"2007082296"},"language":"en","primary_location":{"id":"doi:10.1109/sis.2014.7011783","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2014.7011783","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Swarm Intelligence","raw_type":"proceedings-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":"https://openalex.org/A5068840120","display_name":"Hafiz Munsub Ali","orcid":"https://orcid.org/0000-0003-0688-9106"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"H. M. Ali","raw_affiliation_strings":["School of Engineering Science","School of Engineering Science, School of Computing Science, Simon Fraser University, Burnaby BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering Science","institution_ids":[]},{"raw_affiliation_string":"School of Engineering Science, School of Computing Science, Simon Fraser University, Burnaby BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076523933","display_name":"David G. M. Mitchell","orcid":"https://orcid.org/0000-0002-3544-9225"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"David Mitchell","raw_affiliation_strings":["School of Computing Science, Simon Fraser University, Burnaby, BC, Canada","School of Engineering Science, School of Computing Science, Simon Fraser University, Burnaby BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Computing Science, Simon Fraser University, Burnaby, BC, Canada","institution_ids":["https://openalex.org/I18014758"]},{"raw_affiliation_string":"School of Engineering Science, School of Computing Science, Simon Fraser University, Burnaby BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100392989","display_name":"Daniel C. Lee","orcid":"https://orcid.org/0000-0002-4786-5883"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Daniel C. Lee","raw_affiliation_strings":["School of Engineering Science","School of Engineering Science, School of Computing Science, Simon Fraser University, Burnaby BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering Science","institution_ids":[]},{"raw_affiliation_string":"School of Engineering Science, School of Computing Science, Simon Fraser University, Burnaby BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5068840120"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":1.227,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84130722,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"12","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9972000122070312,"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":0.9972000122070312,"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/T10142","display_name":"Formal Methods in Verification","score":0.992900013923645,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.7553551197052002},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6223705410957336},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5671543478965759},{"id":"https://openalex.org/keywords/estimation-of-distribution-algorithm","display_name":"Estimation of distribution algorithm","score":0.516491174697876},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.5071361064910889},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46067652106285095},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.43129879236221313},{"id":"https://openalex.org/keywords/randomized-algorithm","display_name":"Randomized algorithm","score":0.4166228175163269},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3951556086540222},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35928797721862793},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25130683183670044}],"concepts":[{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.7553551197052002},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6223705410957336},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5671543478965759},{"id":"https://openalex.org/C162500139","wikidata":"https://www.wikidata.org/wiki/Q2835887","display_name":"Estimation of distribution algorithm","level":2,"score":0.516491174697876},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.5071361064910889},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46067652106285095},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.43129879236221313},{"id":"https://openalex.org/C128669082","wikidata":"https://www.wikidata.org/wiki/Q583461","display_name":"Randomized algorithm","level":2,"score":0.4166228175163269},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3951556086540222},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35928797721862793},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25130683183670044},{"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sis.2014.7011783","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2014.7011783","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Symposium on Swarm Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1575214265","https://openalex.org/W1965956356","https://openalex.org/W1967070345","https://openalex.org/W1973566264","https://openalex.org/W1974324741","https://openalex.org/W1977798696","https://openalex.org/W1985620304","https://openalex.org/W1999396796","https://openalex.org/W2021165130","https://openalex.org/W2070006906","https://openalex.org/W2087891847","https://openalex.org/W2094014173","https://openalex.org/W2129532157","https://openalex.org/W2143560894","https://openalex.org/W2318711378","https://openalex.org/W6644962372"],"related_works":["https://openalex.org/W3149308343","https://openalex.org/W4241522606","https://openalex.org/W4297582752","https://openalex.org/W4285805405","https://openalex.org/W1571925721","https://openalex.org/W2387767111","https://openalex.org/W2391924736","https://openalex.org/W3133779647","https://openalex.org/W1560122427","https://openalex.org/W3041827036"],"abstract_inverted_index":{"MAX-SAT":[0,47,167],"is":[1],"a":[2,78,143],"classic":[3],"NP-hard":[4,29],"optimization":[5,30],"problem.":[6],"Many":[7],"real":[8],"problems":[9,31,130],"can":[10,55],"be":[11,56],"easily":[12],"represented":[13],"in,":[14],"or":[15],"reduced":[16],"to":[17,161],"MAX-SAT,":[18,136],"and":[19,111],"thus":[20],"it":[21],"has":[22,123],"many":[23],"applications.":[24],"Finding":[25],"optimum":[26],"solutions":[27,62],"of":[28,70,74,77,80,107,142,152],"using":[32],"limited":[33],"computational":[34],"resources":[35],"seems":[36],"infeasible":[37],"in":[38,63],"general.":[39],"In":[40],"particular,":[41],"all":[42],"known":[43],"exact":[44],"algorithms":[45,54,84,88],"for":[46,58,85,166],"require":[48],"worst-case":[49],"exponential":[50],"time,":[51],"so":[52],"evolutionary":[53,83],"useful":[57],"finding":[59],"good":[60],"quality":[61],"moderate":[64],"time.":[65],"We":[66,147],"present":[67],"the":[68,75,90,120,127,137,150,153,163],"results":[69],"an":[71],"experimental":[72],"comparison":[73],"performance":[76,125,151],"number":[79],"recently":[81],"proposed":[82],"MAX-SAT.":[86],"The":[87],"include":[89],"Artificial":[91],"Bee":[92],"Colony":[93],"(ABC)":[94],"algorithm,":[95],"Quantum":[96,102],"Inspired":[97],"Evolutionary":[98,103],"Algorithm":[99,104,109],"(QEA),":[100],"Immune":[101],"(IQEA),":[105],"Estimation":[106],"Distribution":[108],"(EDA),":[110],"randomized":[112],"Monte":[113],"Carlo":[114],"(MC).":[115],"Our":[116],"experiments":[117],"demonstrate":[118],"that":[119],"ABC":[121,138,154],"algorithm":[122,139,155],"better":[124,164],"than":[126],"others.":[128],"For":[129],"with":[131,156],"Boolean":[132],"domain,":[133],"such":[134],"as":[135],"requires":[140],"specification":[141],"suitable":[144],"similarity":[145,159],"measure.":[146],"experimentally":[148],"evaluate":[149],"five":[157],"different":[158],"measures":[160],"indicate":[162],"choice":[165],"problems.":[168]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}