{"id":"https://openalex.org/W1990658179","doi":"https://doi.org/10.1109/sis.2014.7011789","title":"Particle swarm optimisation failure prediction based on fitness landscape characteristics","display_name":"Particle swarm optimisation failure prediction based on fitness landscape characteristics","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W1990658179","doi":"https://doi.org/10.1109/sis.2014.7011789","mag":"1990658179"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2014.7011789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5082432019","display_name":"Katherine M. Malan","orcid":"https://orcid.org/0000-0002-6070-2632"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"funder","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Katherine M. Malan","raw_affiliation_strings":["Department of Computer Science, University of Pretoria, South-Africa"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pretoria, South-Africa","institution_ids":["https://openalex.org/I69552723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039197997","display_name":"Andries P. Engelbrecht","orcid":"https://orcid.org/0000-0002-0242-3539"},"institutions":[{"id":"https://openalex.org/I69552723","display_name":"University of Pretoria","ror":"https://ror.org/00g0p6g84","country_code":"ZA","type":"funder","lineage":["https://openalex.org/I69552723"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Andries P. Engelbrecht","raw_affiliation_strings":["Department of Computer Science, University of Pretoria, South-Africa"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pretoria, South-Africa","institution_ids":["https://openalex.org/I69552723"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.307,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":21,"citation_normalized_percentile":{"value":0.890862,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":91},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9999,"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":0.9999,"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":0.9988,"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":0.9973,"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/benchmark","display_name":"Benchmark (surveying)","score":0.70354307},{"id":"https://openalex.org/keywords/fitness-landscape","display_name":"Fitness landscape","score":0.4936901},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.42069048}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8283811},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.70354307},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.56908035},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.55950654},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.50860465},{"id":"https://openalex.org/C91852762","wikidata":"https://www.wikidata.org/wiki/Q3307742","display_name":"Fitness landscape","level":3,"score":0.4936901},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4568636},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.42069048},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.42046177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35665518},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3308336},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30069923},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.236146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14643052},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.099632114},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2014.7011789","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.41,"display_name":"Life on land"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":34,"referenced_works":["https://openalex.org/W126725668","https://openalex.org/W1499983649","https://openalex.org/W1560973405","https://openalex.org/W1592244475","https://openalex.org/W1605438009","https://openalex.org/W1606456968","https://openalex.org/W1875348914","https://openalex.org/W1875894172","https://openalex.org/W1933385826","https://openalex.org/W1972278817","https://openalex.org/W1980398615","https://openalex.org/W1987461466","https://openalex.org/W1997600725","https://openalex.org/W1997807546","https://openalex.org/W2028186927","https://openalex.org/W2030258362","https://openalex.org/W2044400415","https://openalex.org/W2084993914","https://openalex.org/W2098701176","https://openalex.org/W2109364787","https://openalex.org/W2125055259","https://openalex.org/W2127931254","https://openalex.org/W2132181343","https://openalex.org/W2133990480","https://openalex.org/W2135646341","https://openalex.org/W2141686968","https://openalex.org/W2150337126","https://openalex.org/W2150343770","https://openalex.org/W2152195021","https://openalex.org/W2165299997","https://openalex.org/W2222650279","https://openalex.org/W2294444706","https://openalex.org/W246566237","https://openalex.org/W4387688680"],"related_works":["https://openalex.org/W4247985060","https://openalex.org/W2993949126","https://openalex.org/W2795762254","https://openalex.org/W2367587801","https://openalex.org/W2139148759","https://openalex.org/W2070234757","https://openalex.org/W2033197828","https://openalex.org/W2006828021","https://openalex.org/W1970940704","https://openalex.org/W1601689643"],"abstract_inverted_index":{"Particle":[0],"swarm":[1],"optimisation":[2,14],"(PSO)":[3],"algorithms":[4,149],"have":[5],"been":[6,29,48],"successfully":[7],"used":[8,99],"to":[9,50,57,66,100,124],"solve":[10],"many":[11,35],"complex":[12],"real-world":[13],"problems.":[15],"Since":[16],"their":[17],"introduction":[18],"in":[19,25,157],"1995,":[20],"the":[21,31,40,51,110,148],"focus":[22],"of":[23,53,62,84,129,141,159],"research":[24],"PSOs":[26],"has":[27,47],"largely":[28],"on":[30,39,109],"algorithmic":[32],"side":[33],"with":[34,55],"new":[36],"variations":[37,108],"proposed":[38],"original":[41],"PSO":[42,58,111,118],"algorithm.":[43,112],"Relatively":[44],"little":[45],"attention":[46],"paid":[49],"study":[52,64],"problems":[54,86],"respect":[56],"performance.":[59],"The":[60,131],"aim":[61],"this":[63],"is":[65,98],"investigate":[67],"whether":[68],"a":[69,125],"link":[70],"can":[71],"be":[72,122],"found":[73],"between":[74],"problem":[75],"characteristics":[76],"and":[77],"algorithm":[78],"performance":[79],"for":[80,105,116],"PSOs.":[81],"A":[82],"range":[83],"benchmark":[85],"are":[87,135],"numerically":[88],"characterised":[89],"using":[90],"fitness":[91,160],"landscape":[92,161],"analysis":[93],"techniques.":[94],"Decision":[95],"tree":[96],"induction":[97],"develop":[101],"failure":[102,120],"prediction":[103,133],"models":[104,134],"seven":[106],"different":[107],"Results":[113],"show":[114],"that":[115],"most":[117],"models,":[119],"could":[121],"predicted":[123],"fairly":[126],"high":[127],"level":[128],"accuracy.":[130],"resulting":[132],"not":[136],"only":[137],"useful":[138],"as":[139,154],"predictors":[140],"failure,":[142],"but":[143],"also":[144],"provide":[145],"insight":[146],"into":[147],"themselves,":[150],"especially":[151],"when":[152],"expressed":[153],"fuzzy":[155],"rules":[156],"terms":[158],"features.":[162]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W1990658179","counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2014,"cited_by_count":1}],"updated_date":"2025-04-20T14:58:59.342124","created_date":"2016-06-24"}