{"id":"https://openalex.org/W4366982560","doi":"https://doi.org/10.3233/jifs-230073","title":"A survey of intelligent optimization algorithms for solving satisfiability problems","display_name":"A survey of intelligent optimization algorithms for solving satisfiability problems","publication_year":2023,"publication_date":"2023-04-25","ids":{"openalex":"https://openalex.org/W4366982560","doi":"https://doi.org/10.3233/jifs-230073"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-230073","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-230073","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-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/A5100661258","display_name":"Lan Yang","orcid":"https://orcid.org/0000-0002-9052-0450"},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Yang","raw_affiliation_strings":["School of Computer Science and Engineering, North Minzu University, Yinchuan"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, North Minzu University, Yinchuan","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100333270","display_name":"Xiaofeng Wang","orcid":"https://orcid.org/0000-0003-4902-7549"},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaofeng Wang","raw_affiliation_strings":["School of Computer Science and Engineering, North Minzu University, Yinchuan"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, North Minzu University, Yinchuan","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069091327","display_name":"Hongsheng Ding","orcid":"https://orcid.org/0000-0003-4611-4401"},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongsheng Ding","raw_affiliation_strings":["School of Computer Science and Engineering, North Minzu University, Yinchuan"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, North Minzu University, Yinchuan","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105842584","display_name":"Yi Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Yang","raw_affiliation_strings":["School of Computer Science and Engineering, North Minzu University, Yinchuan"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, North Minzu University, Yinchuan","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635681","display_name":"Xingyu Zhao","orcid":"https://orcid.org/0000-0002-3474-349X"},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingyu Zhao","raw_affiliation_strings":["School of Computer Science and Engineering, North Minzu University, Yinchuan"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, North Minzu University, Yinchuan","institution_ids":["https://openalex.org/I3019309368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025475982","display_name":"Lichao Pang","orcid":null},"institutions":[{"id":"https://openalex.org/I3019309368","display_name":"North Minzu University","ror":"https://ror.org/05xjevr11","country_code":"CN","type":"education","lineage":["https://openalex.org/I3019309368"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lichao Pang","raw_affiliation_strings":["School of Computer Science and Engineering, North Minzu University, Yinchuan"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, North Minzu University, Yinchuan","institution_ids":["https://openalex.org/I3019309368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100333270"],"corresponding_institution_ids":["https://openalex.org/I3019309368"],"apc_list":null,"apc_paid":null,"fwci":0.6019,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66468304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"45","issue":"1","first_page":"445","last_page":"461"},"is_retracted":true,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.9991999864578247,"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"}},{"id":"https://openalex.org/T12288","display_name":"Optimization and Search Problems","score":0.983299970626831,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9830999970436096,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/satisfiability","display_name":"Satisfiability","score":0.6932488679885864},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6901717185974121},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6093961000442505},{"id":"https://openalex.org/keywords/boolean-satisfiability-problem","display_name":"Boolean satisfiability problem","score":0.5750646591186523},{"id":"https://openalex.org/keywords/constraint-satisfaction-problem","display_name":"Constraint satisfaction problem","score":0.553728461265564},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5271175503730774},{"id":"https://openalex.org/keywords/completeness","display_name":"Completeness (order theory)","score":0.47950345277786255},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.43772587180137634},{"id":"https://openalex.org/keywords/constraint-satisfaction","display_name":"Constraint satisfaction","score":0.4312412440776825},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4279686212539673},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33929765224456787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2177022397518158},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1906607449054718},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.1658708155155182}],"concepts":[{"id":"https://openalex.org/C168773769","wikidata":"https://www.wikidata.org/wiki/Q1350299","display_name":"Satisfiability","level":2,"score":0.6932488679885864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6901717185974121},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6093961000442505},{"id":"https://openalex.org/C6943359","wikidata":"https://www.wikidata.org/wiki/Q875276","display_name":"Boolean satisfiability problem","level":2,"score":0.5750646591186523},{"id":"https://openalex.org/C199622910","wikidata":"https://www.wikidata.org/wiki/Q1128326","display_name":"Constraint satisfaction problem","level":3,"score":0.553728461265564},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5271175503730774},{"id":"https://openalex.org/C17231256","wikidata":"https://www.wikidata.org/wiki/Q5156540","display_name":"Completeness (order theory)","level":2,"score":0.47950345277786255},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.43772587180137634},{"id":"https://openalex.org/C44616089","wikidata":"https://www.wikidata.org/wiki/Q30158686","display_name":"Constraint satisfaction","level":3,"score":0.4312412440776825},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4279686212539673},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33929765224456787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2177022397518158},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1906607449054718},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.1658708155155182},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-230073","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-230073","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6100000143051147,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1533196865","https://openalex.org/W1539029254","https://openalex.org/W1566650019","https://openalex.org/W1971700807","https://openalex.org/W1989353689","https://openalex.org/W2008814054","https://openalex.org/W2017938154","https://openalex.org/W2021165130","https://openalex.org/W2055710582","https://openalex.org/W2062897452","https://openalex.org/W2166135752","https://openalex.org/W2774454025","https://openalex.org/W2950654313","https://openalex.org/W2967820255","https://openalex.org/W3038094279","https://openalex.org/W3092575679","https://openalex.org/W3094195525","https://openalex.org/W4300107274"],"related_works":["https://openalex.org/W2252314269","https://openalex.org/W2161128834","https://openalex.org/W2091348864","https://openalex.org/W2569549435","https://openalex.org/W2322595442","https://openalex.org/W2012141606","https://openalex.org/W1550482496","https://openalex.org/W2784687883","https://openalex.org/W2017695771","https://openalex.org/W4243835908"],"abstract_inverted_index":{"Constraint":[0],"satisfaction":[1],"problems":[2,36,124,197],"have":[3],"a":[4,47],"wide":[5],"range":[6],"of":[7,34,42,60,101,113,130,142,158,172,175,177,191],"applications":[8,100,165],"in":[9,24,50,54,107,121,140,164,168,170,195],"areas":[10,53],"such":[11],"as":[12],"basic":[13],"computer":[14],"theory":[15],"research":[16],"and":[17,20,72,99,116,134,181,183,187],"artificial":[18],"intelligence,":[19],"many":[21,51],"major":[22,103],"studies":[23],"industry":[25],"are":[26,66,138],"not":[27],"solved":[28],"directly,":[29],"but":[30],"converted":[31],"into":[32],"instances":[33,87],"satisfiability":[35,44,108,123,148,196],"for":[37,63],"solution.":[38],"Therefore,":[39],"the":[40,43,55,95,111,119,144,147,153,156,159,173,178,188],"solution":[41,61,145],"problem":[45,49,65,149],"is":[46,150,166,198],"central":[48],"important":[52],"future.":[56],"A":[57],"large":[58],"number":[59],"algorithms":[62,71,77,106,133,137,163,194],"this":[64],"mainly":[67],"based":[68],"on":[69,85,118],"completeness":[70,90],"heuristic":[73,79],"algorithms.":[74,91],"Intelligent":[75],"optimization":[76,105,162,193],"with":[78],"policies":[80],"run":[81],"significantly":[82],"more":[83],"efficiently":[84],"large-scale":[86],"compared":[88],"to":[89,146],"This":[92],"paper":[93],"compares":[94],"principles,":[96],"implementation":[97],"steps,":[98],"several":[102],"intelligent":[104,161,192],"problems,":[109],"analyzes":[110],"characteristics":[112],"these":[114],"algorithms,":[115,131,179,185],"focuses":[117],"performance":[120,157],"solving":[122],"under":[125],"different":[126],"constraints.":[127],"In":[128],"terms":[129,141,171],"evolutionary":[132],"swarm":[135],"intelligence":[136],"introduced;":[139],"applications,":[143],"studied.":[151],"At":[152],"same":[154],"time,":[155],"listed":[160],"analyzed":[167],"detail":[169],"direction":[174],"improvement":[176],"advantages":[180],"disadvantages":[182],"comparison":[184],"respectively,":[186],"future":[189],"application":[190],"prospected.":[199]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-02-01T03:34:12.195049","created_date":"2025-10-10T00:00:00"}
